From 082d379c7f19e2904cac779c40f0d817e6440ec0 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Wed, 20 Nov 2024 12:18:05 +0000
Subject: [PATCH 01/34] =?UTF-8?q?=E3=83=A2=E3=83=87=E3=83=AB=E9=81=B8?=
 =?UTF-8?q?=E6=8A=9E=E8=82=A2=E3=81=AE=E8=A8=AD=E5=AE=9A=E3=81=A8=E3=83=A2?=
 =?UTF-8?q?=E3=83=87=E3=83=AB=E3=81=AE=E5=88=87=E3=82=8A=E6=9B=BF=E3=81=88?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/repositories/custom_bot.py        | 18 ++++
 backend/app/repositories/models/custom_bot.py | 10 +++
 backend/app/routes/bot.py                     |  6 ++
 backend/app/routes/schemas/bot.py             | 22 +++++
 backend/app/usecases/bot.py                   | 36 ++++++++
 frontend/src/@types/bot.d.ts                  | 14 ++++
 .../components/SwitchBedrockModel.stories.tsx |  9 +-
 .../src/components/SwitchBedrockModel.tsx     | 47 +++++++----
 .../knowledgeBase/pages/BotKbEditPage.tsx     | 82 ++++++++++++++++++-
 frontend/src/hooks/useModel.ts                | 10 +++
 frontend/src/i18n/en/index.ts                 |  6 +-
 frontend/src/i18n/ja/index.ts                 |  6 +-
 frontend/src/pages/ChatPage.tsx               | 18 +++-
 13 files changed, 264 insertions(+), 20 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index 55004d151..4442e5f58 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -29,6 +29,7 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
+    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
@@ -88,6 +89,7 @@ def store_bot(user_id: str, custom_bot: BotModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in custom_bot.conversation_quick_starters
         ],
+        "ModelActivate": custom_bot.model_activate.model_dump(),
     }
     if custom_bot.bedrock_knowledge_base:
         item["BedrockKnowledgeBase"] = custom_bot.bedrock_knowledge_base.model_dump()
@@ -113,6 +115,7 @@ def update_bot(
     conversation_quick_starters: list[ConversationQuickStarterModel],
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None = None,
     bedrock_guardrails: BedrockGuardrailsModel | None = None,
+    model_activate: ModelActivateModel | None = None,
 ):
     """Update bot title, description, and instruction.
     NOTE: Use `update_bot_visibility` to update visibility.
@@ -159,6 +162,10 @@ def update_bot(
             bedrock_guardrails.model_dump()
         )
 
+    if model_activate:
+        update_expression += ", ModelActivate = :model_activate"
+        expression_attribute_values[":model_activate"] = model_activate.model_dump()
+
     try:
         response = table.update_item(
             Key={"PK": user_id, "SK": compose_bot_id(user_id, bot_id)},
@@ -486,6 +493,11 @@ def find_private_bot_by_id(user_id: str, bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
+        model_activate=(
+            ModelActivateModel(**item["ModelActivate"])
+            if "ModelActivate" in item
+            else None
+        ),
     )
 
     logger.info(f"Found bot: {bot}")
@@ -504,6 +516,7 @@ def find_public_bot_by_id(bot_id: str) -> BotModel:
         raise RecordNotFoundError(f"Public bot with id {bot_id} not found")
 
     item = response["Items"][0]
+
     bot = BotModel(
         id=decompose_bot_id(item["SK"]),
         title=item["Title"],
@@ -564,6 +577,11 @@ def find_public_bot_by_id(bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
+        model_activate=(
+            ModelActivateModel(**item["ModelActivate"])
+            if "ModelActivate" in item
+            else None
+        ),
     )
     logger.info(f"Found public bot: {bot}")
     return bot
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index c0361419e..8d77a816b 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -54,6 +54,15 @@ class ConversationQuickStarterModel(BaseModel):
     example: str
 
 
+class ModelActivateModel(BaseModel):
+    claude3_sonnet_v1: bool
+    claude3_haiku_v1: bool
+    claude3_opus_v1: bool
+    claude3_5_sonnet_v1: bool
+    claude3_5_sonnet_v2: bool
+    claude3_5_haiku_v1: bool
+
+
 class BotModel(BaseModel):
     id: str
     title: str
@@ -78,6 +87,7 @@ class BotModel(BaseModel):
     conversation_quick_starters: list[ConversationQuickStarterModel]
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None
     bedrock_guardrails: BedrockGuardrailsModel | None
+    model_activate: ModelActivateModel | None
 
     def has_knowledge(self) -> bool:
         return (
diff --git a/backend/app/routes/bot.py b/backend/app/routes/bot.py
index 8da7c3227..d795d1da3 100644
--- a/backend/app/routes/bot.py
+++ b/backend/app/routes/bot.py
@@ -22,6 +22,7 @@
     ConversationQuickStarter,
     GenerationParams,
     Knowledge,
+    ModelActivateOutput,
 )
 from app.usecases.bot import (
     create_new_bot,
@@ -152,6 +153,11 @@ def get_private_bot(request: Request, bot_id: str):
             if bot.bedrock_guardrails
             else None
         ),
+        model_activate=(
+            ModelActivateOutput(**bot.model_activate.model_dump())
+            if bot.model_activate
+            else None
+        )
     )
     return output
 
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index 9cbeb4626..f6d439468 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -27,6 +27,23 @@
     "ORIGINAL_NOT_FOUND",
 ]
 
+class ModelActivateInput(BaseSchema):
+    claude3_sonnet_v1: bool = True
+    claude3_haiku_v1: bool = True
+    claude3_opus_v1: bool = True
+    claude3_5_sonnet_v1: bool = True
+    claude3_5_sonnet_v2: bool = True
+    claude3_5_haiku_v1: bool = True
+
+
+class ModelActivateOutput(BaseSchema):
+    claude3_sonnet_v1: bool = True
+    claude3_haiku_v1: bool = True
+    claude3_opus_v1: bool = True
+    claude3_5_sonnet_v1: bool = True
+    claude3_5_sonnet_v2: bool = True
+    claude3_5_haiku_v1: bool = True
+
 
 class GenerationParams(BaseSchema):
     max_tokens: int
@@ -102,6 +119,7 @@ class BotInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
+    model_activate: ModelActivateInput | None = None
 
 
 class BotModifyInput(BaseSchema):
@@ -115,6 +133,7 @@ class BotModifyInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
+    model_activate: ModelActivateInput | None = None
 
     def has_update_files(self) -> bool:
         return self.knowledge is not None and (
@@ -181,6 +200,7 @@ class BotModifyOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
+    model_activate: ModelActivateOutput | None
 
 
 class BotOutput(BaseSchema):
@@ -204,6 +224,7 @@ class BotOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
+    model_activate: ModelActivateOutput | None
 
 
 class BotMetaOutput(BaseSchema):
@@ -234,6 +255,7 @@ class BotSummaryOutput(BaseSchema):
     sync_status: type_sync_status
     has_knowledge: bool
     conversation_quick_starters: list[ConversationQuickStarter]
+    model_activate: ModelActivateOutput | None
 
 
 class BotSwitchVisibilityInput(BaseSchema):
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index 01ad626f4..5797535ae 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -35,6 +35,7 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
+    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
@@ -51,6 +52,8 @@
     GenerationParams,
     Knowledge,
     type_sync_status,
+    ModelActivateInput,
+    ModelActivateOutput
 )
 from app.routes.schemas.bot_guardrails import BedrockGuardrailsOutput
 from app.routes.schemas.bot_kb import BedrockKnowledgeBaseOutput
@@ -203,6 +206,11 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
                 if bot_input.bedrock_guardrails
                 else None
             ),
+            model_activate=(
+                ModelActivateModel(**bot_input.model_activate.model_dump())
+                if bot_input.model_activate
+                else None
+            )
         ),
     )
     return BotOutput(
@@ -255,6 +263,11 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
             if bot_input.bedrock_guardrails
             else None
         ),
+        model_activate=(
+            ModelActivateOutput(**bot_input.model_activate.model_dump())
+            if bot_input.model_activate
+            else None
+        )
     )
 
 
@@ -361,6 +374,11 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
+        model_activate=(
+            ModelActivateModel(**modify_input.model_activate.model_dump())
+            if modify_input.model_activate
+            else None
+        )
     )
 
     return BotModifyOutput(
@@ -404,6 +422,11 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
+        model_activate=(
+            ModelActivateOutput(**modify_input.model_activate.model_dump())
+            if modify_input.model_activate
+            else None
+        )
     )
 
 
@@ -599,6 +622,18 @@ def fetch_all_bots(
 def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
     try:
         bot = find_private_bot_by_id(user_id, bot_id)
+
+        model_activate = None
+        if bot.model_activate:
+            model_activate = ModelActivateOutput(
+                claude3_sonnet_v1=bot.model_activate.claude3_sonnet_v1,
+                claude3_haiku_v1=bot.model_activate.claude3_haiku_v1,
+                claude3_opus_v1=bot.model_activate.claude3_opus_v1,
+                claude3_5_sonnet_v1=bot.model_activate.claude3_5_sonnet_v1,
+                claude3_5_sonnet_v2=bot.model_activate.claude3_5_sonnet_v2,
+                claude3_5_haiku_v1=bot.model_activate.claude3_5_haiku_v1
+            )
+
         return BotSummaryOutput(
             id=bot_id,
             title=bot.title,
@@ -618,6 +653,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
+            model_activate=model_activate,
         )
 
     except RecordNotFoundError:
diff --git a/frontend/src/@types/bot.d.ts b/frontend/src/@types/bot.d.ts
index b2fd83418..632e449af 100644
--- a/frontend/src/@types/bot.d.ts
+++ b/frontend/src/@types/bot.d.ts
@@ -2,6 +2,15 @@ import { BedrockKnowledgeBase } from '../features/knowledgeBase/types';
 
 export type BotKind = 'private' | 'mixed';
 
+export type ModelActivate = {
+  claude3SonnetV1: boolean;
+  claude3HaikuV1: boolean;
+  claude3OpusV1: boolean;
+  claude35SonnetV1: boolean;
+  claude35SonnetV2: boolean;
+  claude35HaikuV1: boolean;
+};
+
 export type BotMeta = {
   id: string;
   title: string;
@@ -74,12 +83,14 @@ export type BotDetails = BotMeta & {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails: GuardrailsParams;
   bedrockKnowledgeBase: BedrockKnowledgeBase;
+  modelActivate: ModelActivate;
 };
 
 export type BotSummary = BotMeta & {
   hasKnowledge: boolean;
   hasAgent: boolean;
   conversationQuickStarters: ConversationQuickStarter[];
+  modelActivate: ModelActivate;
 };
 
 export type BotFile = {
@@ -101,6 +112,7 @@ export type RegisterBotRequest = {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails?: GuardrailsParams;
   bedrockKnowledgeBase?: BedrockKnowledgeBase;
+  modelActivate?: ModelActivate;
 };
 
 export type RegisterBotResponse = BotDetails;
@@ -116,6 +128,7 @@ export type UpdateBotRequest = {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails?: GuardrailsParams;
   bedrockKnowledgeBase?: BedrockKnowledgeBase;
+  modelActivate?: ModelActivate;
 };
 
 export type UpdateBotResponse = {
@@ -128,6 +141,7 @@ export type UpdateBotResponse = {
   displayRetrievedChunks: boolean;
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockKnowledgeBase: BedrockKnowledgeBase;
+  modelActivate: ModelActivate;
 };
 
 export type UpdateBotPinnedRequest = {
diff --git a/frontend/src/components/SwitchBedrockModel.stories.tsx b/frontend/src/components/SwitchBedrockModel.stories.tsx
index 42a9c1cbe..daf677651 100644
--- a/frontend/src/components/SwitchBedrockModel.stories.tsx
+++ b/frontend/src/components/SwitchBedrockModel.stories.tsx
@@ -1,3 +1,10 @@
 import SwitchBedrockModel from './SwitchBedrockModel';
 
-export const Ideal = () => <SwitchBedrockModel />;
+export const Ideal = () => <SwitchBedrockModel modelActivate={{
+  claude3SonnetV1: true,
+  claude3HaikuV1: true,
+  claude35SonnetV1: true,
+  claude35SonnetV2: true,
+  claude35HaikuV1: true,
+  claude3OpusV1: true,
+}}/>;
diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index b1548bd18..545a53013 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -2,20 +2,36 @@ import { BaseProps } from '../@types/common';
 import useModel from '../hooks/useModel';
 import { Popover, Transition } from '@headlessui/react';
 import { Fragment } from 'react/jsx-runtime';
-import { useMemo } from 'react';
+import { useMemo, useEffect } from 'react';
 import { PiCaretDown, PiCheck } from 'react-icons/pi';
+import { ModelActivate } from '../@types/bot';
 
-type Props = BaseProps;
+interface Props extends BaseProps {
+  modelActivate: ModelActivate;
+}
 
 const SwitchBedrockModel: React.FC<Props> = (props) => {
-  const { availableModels, modelId, setModelId } = useModel();
+  const { availableModels: allModels, modelId, setModelId } = useModel();
+
+  const availableModels = useMemo(() => {
+    return allModels.filter(model => {
+      const key = model.modelActivateKey as keyof ModelActivate;
+      return props.modelActivate[key] === true;
+    });
+  }, [allModels, props.modelActivate]);
 
   const modelName = useMemo(() => {
-    return (
-      availableModels.find((model) => model.modelId === modelId)?.label ?? ''
-    );
+    return availableModels.find((model) => model.modelId === modelId)?.label ?? '';
   }, [availableModels, modelId]);
 
+  useEffect(() => {
+    if (availableModels.length > 0 && !availableModels.some(m => m.modelId === modelId)) {
+      setModelId(availableModels[0].modelId);
+    }
+    console.log(availableModels)
+    console.log(props.modelActivate)
+  }, [availableModels, modelId, setModelId]);
+
   return (
     <div className="">
       <Popover className="relative">
@@ -26,8 +42,7 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
                 props.className ?? ''
               } group inline-flex w-auto whitespace-nowrap rounded border-aws-squid-ink/50 bg-aws-paper p-2 px-3 text-base hover:brightness-75`}>
               <div className="flex items-center justify-between text-xl font-bold text-dark-gray">
-                {modelName}
-
+                <span>{modelName}</span>
                 <PiCaretDown className="ml-2" />
               </div>
             </Popover.Button>
@@ -39,13 +54,13 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
               leave="transition ease-in duration-150"
               leaveFrom="opacity-100 translate-y-0"
               leaveTo="opacity-0 translate-y-1">
-              <Popover.Button className={`absolute left-0 top-14 z-10 w-96`}>
+              <Popover.Panel className="absolute left-0 top-14 z-10 w-96">
                 <div className="mt-0.5 overflow-hidden shadow-lg">
                   <div className="flex flex-col whitespace-nowrap rounded border border-aws-font-color/50 bg-white text-sm">
                     {availableModels.map((model) => (
                       <div
                         key={model.modelId}
-                        className="m-1 flex cursor-pointer  rounded p-1 px-2 hover:bg-light-gray"
+                        className="m-1 flex cursor-pointer rounded p-1 px-2 hover:bg-light-gray"
                         onClick={() => {
                           setModelId(model.modelId);
                         }}>
@@ -60,17 +75,19 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
                         </div>
                         <div>
                           <div className="block text-left font-semibold">
-                            {model.label}
-                          </div>
-                          <div className="block whitespace-normal text-left text-xs text-dark-gray">
-                            {model.description}
+                            <span>{model.label}</span>
                           </div>
+                          {model.description && (
+                            <div className="block whitespace-normal text-left text-xs text-dark-gray">
+                              <span>{model.description}</span>
+                            </div>
+                          )}
                         </div>
                       </div>
                     ))}
                   </div>
                 </div>
-              </Popover.Button>
+              </Popover.Panel>
             </Transition>
           </>
         )}
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index 7bd0f71a0..e5969c977 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -13,7 +13,7 @@ import Alert from '../../../components/Alert';
 import KnowledgeFileUploader from '../../../components/KnowledgeFileUploader';
 import GenerationConfig from '../../../components/GenerationConfig';
 import Select from '../../../components/Select';
-import { BotFile, ConversationQuickStarter } from '../../../@types/bot';
+import { BotFile, ConversationQuickStarter, ModelActivate } from '../../../@types/bot';
 import { ParsingModel } from '../types';
 
 import { ulid } from 'ulid';
@@ -124,6 +124,45 @@ const BotKbEditPage: React.FC = () => {
   const [guardrailVersion, setGuardrailVersion] = useState<string>('');
   const [parsingModel, setParsingModel] = useState<ParsingModel | undefined>(undefined);
 
+  const [modelActivate, setModelActivate] = useState<ModelActivate>({
+    claude3SonnetV1: true,
+    claude3HaikuV1: true,
+    claude3OpusV1: true,
+    claude35SonnetV1: true,
+    claude35SonnetV2: true,
+    claude35HaikuV1: true,
+  });
+
+  const modelActivateOptions: {
+    key: string,
+    label: string
+  }[] = [
+    {
+      key: 'claude3SonnetV1',
+      label: t('model.sonnet3.label')
+    },
+    {
+      key: 'claude3HaikuV1',
+      label: t("model.haiku3.label")
+    },
+    {
+      key: 'claude3OpusV1',
+      label: t("model.opus3.label")
+    },
+    {
+      key: 'claude35SonnetV1',
+      label: t('model.sonnet3-5.label')
+    },
+    {
+      key: 'claude35SonnetV2',
+      label: t('model.sonnet3-5-v2.label')
+    },
+    {
+      key: 'claude35HaikuV1',
+      label: t('model.haiku3-5.label')
+    }
+  ]
+
   const embeddingsModelOptions: {
     label: string;
     value: EmbeddingsModel;
@@ -391,6 +430,7 @@ const BotKbEditPage: React.FC = () => {
               : 0
           );
           setParsingModel(bot.bedrockKnowledgeBase.parsingModel);
+          setModelActivate(bot.modelActivate)
         })
         .finally(() => {
           setIsLoading(false);
@@ -405,6 +445,19 @@ const BotKbEditPage: React.FC = () => {
     return pattern.test(syncErrorMessage);
   }, []);
 
+  const onChangeModelActivate = useCallback(
+    (key: string, value: boolean) => {
+      setModelActivate(prevState => {
+        const newState = {
+          ...prevState,
+          [key]: value
+        };
+        return newState;
+      });
+    },
+    []
+  );
+
   const onChangeS3Url = useCallback(
     (s3Url: string, idx: number) => {
       setS3Urls(
@@ -927,6 +980,7 @@ const BotKbEditPage: React.FC = () => {
         guardrailArn: '',
         guardrailVersion: '',
       },
+      modelActivate,
     })
       .then(() => {
         navigate('/bot/explore');
@@ -969,6 +1023,7 @@ const BotKbEditPage: React.FC = () => {
     groundingThreshold,
     relevanceThreshold,
     parsingModel,
+    modelActivate,
   ]);
 
   const onClickEdit = useCallback(() => {
@@ -1044,6 +1099,7 @@ const BotKbEditPage: React.FC = () => {
           guardrailArn: guardrailArn,
           guardrailVersion: guardrailVersion,
         },
+        modelActivate,
       })
         .then(() => {
           navigate('/bot/explore');
@@ -1092,6 +1148,7 @@ const BotKbEditPage: React.FC = () => {
     guardrailArn,
     guardrailVersion,
     parsingModel,
+    modelActivate,
   ]);
 
   const [isOpenSamples, setIsOpenSamples] = useState(false);
@@ -1929,6 +1986,29 @@ const BotKbEditPage: React.FC = () => {
                 </div>
               </ExpandableDrawerGroup>
 
+              <ExpandableDrawerGroup
+                isDefaultShow={false}
+                label={t('bot.modelActivate.title')}
+                className="py-2">
+                <div className="text-sm text-aws-font-color/50">
+                  {t('bot.modelActivate.description')}
+                </div>
+
+                <div className="mt-4">
+                  <div className="mt-2 space-y-2">
+                    {modelActivateOptions.map(({ key, label }) => (
+                      <div key={key} className="flex items-center gap-2">
+                        <Toggle
+                          value={modelActivate[key as keyof ModelActivate]}
+                          onChange={(value) => onChangeModelActivate(key, value)}
+                        />
+                        <span>{label}</span>
+                      </div>
+                    ))}
+                  </div>
+                </div>
+              </ExpandableDrawerGroup>
+
               {errorMessages['syncChunkError'] && (
                 <Alert
                   className="mt-2"
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index f5fa09155..24966edeb 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -35,6 +35,7 @@ const useModel = () => {
       label: string;
       supportMediaType: string[];
       description?: string;
+      modelActivateKey: string;
     }[]
   >(() => {
     return !MISTRAL_ENABLED
@@ -44,36 +45,42 @@ const useModel = () => {
             label: t('model.haiku3.label'),
             description: t('model.haiku3.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
+            modelActivateKey: 'claude3HaikuV1',
           },
           {
             modelId: 'claude-v3.5-haiku',
             label: t('model.haiku3-5.label'),
             description: t('model.haiku3-5.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
+            modelActivateKey: 'claude35HaikuV1'
           },
           {
             modelId: 'claude-v3-sonnet',
             label: t('model.sonnet3.label'),
             description: t('model.sonnet3.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
+            modelActivateKey: 'claude3SonnetV1'
           },
           {
             modelId: 'claude-v3.5-sonnet',
             label: t('model.sonnet3-5.label'),
             description: t('model.sonnet3-5.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
+            modelActivateKey: 'claude35SonnetV1'
           },
           {
             modelId: 'claude-v3.5-sonnet-v2',
             label: t('model.sonnet3-5-v2.label'),
             description: t('model.sonnet3-5-v2.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
+            modelActivateKey: 'claude35SonnetV2'
           },
           {
             modelId: 'claude-v3-opus',
             label: t('model.opus3.label'),
             description: t('model.opus3.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
+            modelActivateKey: 'claude3OpusV1'
           },
         ]
       : [
@@ -81,16 +88,19 @@ const useModel = () => {
             modelId: 'mistral-7b-instruct',
             label: t('model.mistral7b.label'),
             supportMediaType: [],
+            modelActivateKey: 'mistral7b'
           },
           {
             modelId: 'mixtral-8x7b-instruct',
             label: t('model.mistral8x7b.label'),
             supportMediaType: [],
+            modelActivateKey: 'mistral8x7b'
           },
           {
             modelId: 'mistral-large',
             label: t('model.mistralLarge.label'),
             supportMediaType: [],
+            modelActivateKey: 'mistralLarge'
           },
         ];
   }, [t]);
diff --git a/frontend/src/i18n/en/index.ts b/frontend/src/i18n/en/index.ts
index e194fabc0..f212d060b 100644
--- a/frontend/src/i18n/en/index.ts
+++ b/frontend/src/i18n/en/index.ts
@@ -36,7 +36,7 @@ const translation = {
           'The latest version of Claude 3.5. An enhanced model that builds on v1 with higher accuracy and performance.',
       },
       'haiku3-5': {
-        label: 'Claude 3.5 (Haiku)',
+        label: 'Claude 3.5 (Haiku) v1',
         description:
           'The latest version, offering even faster responsiveness and improved capabilities over Haiku 3.',
       },
@@ -346,6 +346,10 @@ How would you categorize this email?`,
         duplicatedFile: 'A file with the same name has been uploaded.',
         failDeleteApi: 'Failed to delete the API.',
       },
+      modelActivate: {
+        title: 'Model Activation',
+        description: 'Configure which AI models can be used with this bot.'
+      },
     },
     admin: {
       sharedBotAnalytics: {
diff --git a/frontend/src/i18n/ja/index.ts b/frontend/src/i18n/ja/index.ts
index 196d62435..25c54d8eb 100644
--- a/frontend/src/i18n/ja/index.ts
+++ b/frontend/src/i18n/ja/index.ts
@@ -39,7 +39,7 @@ const translation = {
           'Claude 3.5の最新バージョン。v1をさらに強化し、より高い精度とパフォーマンスを提供',
       },
       'haiku3-5': {
-        label: 'Claude 3.5 (Haiku)',
+        label: 'Claude 3.5 (Haiku) v1',
         description: 'Haiku最新バージョン。精度を保ち、高速な応答を実現',
       },
       opus3: {
@@ -349,6 +349,10 @@ const translation = {
           '同一ファイル名のファイルが既にアップロードされています。',
         failDeleteApi: 'APIの削除に失敗しました。',
       },
+      modelActivate: {
+        title: 'モデル設定',
+        description: 'このボットで使用可能なモデルを設定します。',
+      },
     },
     admin: {
       sharedBotAnalytics: {
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 7b7656bd8..22cfbc45a 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -29,6 +29,7 @@ import useBot from '../hooks/useBot';
 import useConversation from '../hooks/useConversation';
 import ButtonPopover from '../components/PopoverMenu';
 import PopoverItem from '../components/PopoverItem';
+import { ModelActivate } from '../@types/bot';
 
 import { copyBotUrl } from '../utils/BotUtils';
 import { produce } from 'immer';
@@ -51,6 +52,16 @@ import { convertThinkingLogToAgentToolProps } from '../features/agent/utils/Agen
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
 
+// Default model activation settings when no bot is selected
+const defaultModelActivate: ModelActivate = {
+  claude3SonnetV1: true,
+  claude3HaikuV1: true,
+  claude35SonnetV1: true,
+  claude35SonnetV2: true,
+  claude35HaikuV1: true,
+  claude3OpusV1: true,
+};
+
 const ChatPage: React.FC = () => {
   const { t } = useTranslation();
   const navigate = useNavigate();
@@ -361,6 +372,11 @@ const ChatPage: React.FC = () => {
     );
   });
 
+  const modelActivate = useMemo(() => {
+    console.log(`bot: ${JSON.stringify(bot)}`)
+    return bot?.modelActivate ?? defaultModelActivate;
+  }, [bot, bot?.modelActivate]);
+
   return (
     <div
       className="relative flex h-full flex-1 flex-col"
@@ -435,7 +451,7 @@ const ChatPage: React.FC = () => {
               {messages?.length === 0 ? (
                 <div className="relative flex w-full justify-center">
                   {!loadingConversation && (
-                    <SwitchBedrockModel className="mt-3 w-min" />
+                    <SwitchBedrockModel className="mt-3 w-min" modelActivate={modelActivate} />
                   )}
                   <div className="absolute mx-3 my-20 flex items-center justify-center text-4xl font-bold text-gray">
                     {!MISTRAL_ENABLED

From 7cf53745d3613531214180da468b36e585fb01c6 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 21 Nov 2024 02:23:33 +0000
Subject: [PATCH 02/34] =?UTF-8?q?=E3=83=AD=E3=82=B0=E5=87=BA=E5=8A=9B?=
 =?UTF-8?q?=E3=81=AE=E5=89=8A=E9=99=A4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/components/SwitchBedrockModel.tsx | 2 --
 frontend/src/pages/ChatPage.tsx                | 1 -
 2 files changed, 3 deletions(-)

diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index 545a53013..7081a989d 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -28,8 +28,6 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
     if (availableModels.length > 0 && !availableModels.some(m => m.modelId === modelId)) {
       setModelId(availableModels[0].modelId);
     }
-    console.log(availableModels)
-    console.log(props.modelActivate)
   }, [availableModels, modelId, setModelId]);
 
   return (
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 22cfbc45a..29f1f8588 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -373,7 +373,6 @@ const ChatPage: React.FC = () => {
   });
 
   const modelActivate = useMemo(() => {
-    console.log(`bot: ${JSON.stringify(bot)}`)
     return bot?.modelActivate ?? defaultModelActivate;
   }, [bot, bot?.modelActivate]);
 

From 71dd638e681df7d72c48e53cc8c0d017b25b6ed9 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 22 Nov 2024 08:35:14 +0000
Subject: [PATCH 03/34] model configration

---
 backend/app/repositories/custom_bot.py        |  28 ++++-
 backend/app/repositories/models/custom_bot.py |   1 +
 backend/app/usecases/bot.py                   |  52 +++++---
 backend/app/usecases/chat.py                  |   1 +
 .../src/components/SwitchBedrockModel.tsx     |   3 +-
 frontend/src/hooks/useModel.ts                | 115 ++++++++++++++++--
 frontend/src/pages/ChatPage.tsx               |   6 +-
 7 files changed, 174 insertions(+), 32 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index 4442e5f58..e34e534ba 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -89,8 +89,9 @@ def store_bot(user_id: str, custom_bot: BotModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in custom_bot.conversation_quick_starters
         ],
-        "ModelActivate": custom_bot.model_activate.model_dump(),
     }
+    if custom_bot.model_activate is not None:
+        item["ModelActivate"] = custom_bot.model_activate.model_dump()
     if custom_bot.bedrock_knowledge_base:
         item["BedrockKnowledgeBase"] = custom_bot.bedrock_knowledge_base.model_dump()
     if custom_bot.bedrock_guardrails:
@@ -202,11 +203,35 @@ def store_alias(user_id: str, alias: BotAliasModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in alias.conversation_quick_starters
         ],
+        "ModelActivate": alias.model_activate.model_dump() if alias.model_activate else None,
     }
 
     response = table.put_item(Item=item)
     return response
 
+def update_bot_model_activate(
+    user_id: str,
+    bot: BotModel
+):
+    """Update bot model activate."""
+    table = _get_table_client(user_id)
+    logger.info(f"Updating bot model activate: {bot.id}")
+
+    try:
+        response = table.update_item(
+            Key={"PK": user_id, "SK": compose_bot_alias_id(user_id, bot.id)},
+            UpdateExpression="SET ModelActivate = :val",
+            ExpressionAttributeValues={":val": bot.model_activate.model_dump()},
+            ConditionExpression="attribute_exists(PK) AND attribute_exists(SK)",
+        )
+        print(f"update_bot_model_activate response: {response}")
+    except ClientError as e:
+        if e.response["Error"]["Code"] == "ConditionalCheckFailedException":
+            raise RecordNotFoundError(f"Alias with id {bot.id} not found")
+        else:
+            raise e    
+
+    return response
 
 def update_bot_last_used_time(user_id: str, bot_id: str):
     """Update last used time for bot."""
@@ -611,6 +636,7 @@ def find_alias_by_id(user_id: str, alias_id: str) -> BotAliasModel:
         has_knowledge=item["HasKnowledge"],
         has_agent=item.get("HasAgent", False),
         conversation_quick_starters=item.get("ConversationQuickStarters", []),
+        model_activate=item.get("ModelActivate", None),
     )
 
     logger.info(f"Found alias: {bot}")
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 8d77a816b..49455097c 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -116,6 +116,7 @@ class BotAliasModel(BaseModel):
     has_knowledge: bool
     has_agent: bool
     conversation_quick_starters: list[ConversationQuickStarterModel]
+    model_activate: ModelActivateModel | None
 
 
 class BotMeta(BaseModel):
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index 5797535ae..bee198a5d 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -25,6 +25,7 @@
     update_bot,
     update_bot_last_used_time,
     update_bot_pin_status,
+    update_bot_model_activate,
 )
 from app.repositories.models.custom_bot import (
     AgentModel,
@@ -52,8 +53,7 @@
     GenerationParams,
     Knowledge,
     type_sync_status,
-    ModelActivateInput,
-    ModelActivateOutput
+    ModelActivateOutput,
 )
 from app.routes.schemas.bot_guardrails import BedrockGuardrailsOutput
 from app.routes.schemas.bot_kb import BedrockKnowledgeBaseOutput
@@ -210,7 +210,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
                 ModelActivateModel(**bot_input.model_activate.model_dump())
                 if bot_input.model_activate
                 else None
-            )
+            ),
         ),
     )
     return BotOutput(
@@ -267,7 +267,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
             ModelActivateOutput(**bot_input.model_activate.model_dump())
             if bot_input.model_activate
             else None
-        )
+        ),
     )
 
 
@@ -378,7 +378,7 @@ def modify_owned_bot(
             ModelActivateModel(**modify_input.model_activate.model_dump())
             if modify_input.model_activate
             else None
-        )
+        ),
     )
 
     return BotModifyOutput(
@@ -426,7 +426,7 @@ def modify_owned_bot(
             ModelActivateOutput(**modify_input.model_activate.model_dump())
             if modify_input.model_activate
             else None
-        )
+        ),
     )
 
 
@@ -545,6 +545,7 @@ def fetch_all_bots_by_user_id(
                         has_knowledge=bot.has_knowledge(),
                         has_agent=bot.is_agent_enabled(),
                         conversation_quick_starters=bot.conversation_quick_starters,
+                        model_activate=bot.model_activate,
                     ),
                 )
 
@@ -622,18 +623,6 @@ def fetch_all_bots(
 def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
     try:
         bot = find_private_bot_by_id(user_id, bot_id)
-
-        model_activate = None
-        if bot.model_activate:
-            model_activate = ModelActivateOutput(
-                claude3_sonnet_v1=bot.model_activate.claude3_sonnet_v1,
-                claude3_haiku_v1=bot.model_activate.claude3_haiku_v1,
-                claude3_opus_v1=bot.model_activate.claude3_opus_v1,
-                claude3_5_sonnet_v1=bot.model_activate.claude3_5_sonnet_v1,
-                claude3_5_sonnet_v2=bot.model_activate.claude3_5_sonnet_v2,
-                claude3_5_haiku_v1=bot.model_activate.claude3_5_haiku_v1
-            )
-
         return BotSummaryOutput(
             id=bot_id,
             title=bot.title,
@@ -653,7 +642,11 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=model_activate,
+            model_activate=(
+                ModelActivateOutput(**bot.model_activate.model_dump())
+                if bot.model_activate
+                else None
+            ),
         )
 
     except RecordNotFoundError:
@@ -661,6 +654,11 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
 
     try:
         alias = find_alias_by_id(user_id, bot_id)
+
+        # update bot model activate if alias is found.
+        bot = find_public_bot_by_id(bot_id)
+        update_bot_model_activate(user_id, bot)
+
         return BotSummaryOutput(
             id=alias.id,
             title=alias.title,
@@ -684,6 +682,12 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     for starter in alias.conversation_quick_starters
                 ]
             ),
+            # Update with bot.model_activate parameters
+            model_activate=(
+                ModelActivateOutput(**bot.model_activate.model_dump())
+                if bot.model_activate
+                else None
+            ),
         )
     except RecordNotFoundError:
         pass
@@ -713,6 +717,11 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     )
                     for starter in bot.conversation_quick_starters
                 ],
+                model_activate=(
+                    ModelActivateModel(**bot.model_activate.model_dump())
+                    if bot.model_activate
+                    else None
+                ),
             ),
         )
         return BotSummaryOutput(
@@ -734,6 +743,11 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
+            model_activate=(
+                ModelActivateModel(**bot.model_activate.model_dump())
+                if bot.model_activate
+                else None
+            ),
         )
     except RecordNotFoundError:
         raise RecordNotFoundError(
diff --git a/backend/app/usecases/chat.py b/backend/app/usecases/chat.py
index 74ecaf207..e643f1736 100644
--- a/backend/app/usecases/chat.py
+++ b/backend/app/usecases/chat.py
@@ -161,6 +161,7 @@ def prepare_conversation(
                                     for starter in bot.conversation_quick_starters
                                 ]
                             ),
+                            model_activate=bot.model_activate,
                         ),
                     )
 
diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index 7081a989d..14d60e7f2 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -8,10 +8,11 @@ import { ModelActivate } from '../@types/bot';
 
 interface Props extends BaseProps {
   modelActivate: ModelActivate;
+  botId?: string | null;
 }
 
 const SwitchBedrockModel: React.FC<Props> = (props) => {
-  const { availableModels: allModels, modelId, setModelId } = useModel();
+  const { availableModels: allModels, modelId, setModelId } = useModel(props.botId, props.modelActivate);
 
   const availableModels = useMemo(() => {
     return allModels.filter(model => {
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 24966edeb..4e6d5861d 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -1,8 +1,9 @@
 import { create } from 'zustand';
 import { Model } from '../@types/conversation';
-import { useEffect, useMemo } from 'react';
+import { useEffect, useMemo, useCallback, useRef, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import useLocalStorage from './useLocalStorage';
+import { ModelActivate } from '../@types/bot';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
@@ -26,8 +27,22 @@ const useModelState = create<{
   },
 }));
 
-const useModel = () => {
+const DEFAULT_MODEL: Model = 'claude-v3-haiku';
+
+// Store the Previous BotId
+const usePreviousBotId = (botId: string | null | undefined) => {
+  const ref = useRef<string | null | undefined>();
+  
+  useEffect(() => {
+    ref.current = botId;
+  }, [botId]);
+  
+  return ref.current;
+};
+
+const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
   const { t } = useTranslation();
+  const previousBotId = usePreviousBotId(botId);
 
   const availableModels = useMemo<
     {
@@ -105,25 +120,105 @@ const useModel = () => {
         ];
   }, [t]);
 
+  const [filteredModels, setFilteredModels] = useState(availableModels);
   const { modelId, setModelId } = useModelState();
   const [recentUseModelId, setRecentUseModelId] = useLocalStorage(
     'recentUseModelId',
-    'claude-v3-haiku'
+    DEFAULT_MODEL
   );
+
+  // Save the model id by each bot
+  const [botModelId, setBotModelId] = useLocalStorage(
+    botId ? `bot_model_${botId}` : 'temp_model',
+    ''
+  );
+
+  // Update filtered models when modelActivate changes
   useEffect(() => {
-    // Restored from LocalStorage
-    setModelId(recentUseModelId as Model);
-    // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, []);
+    if (modelActivate !== undefined) {
+      const filtered = availableModels.filter(model => {
+        const key = model.modelActivateKey as keyof ModelActivate;
+        if (modelActivate) {
+          return modelActivate[key] === true;
+        } else {
+          return true;
+        }
+      });
+      setFilteredModels(filtered);
+    }
+  }, [modelActivate, availableModels]);
+
+
+  const getDefaultModel = useCallback(() => {
+    // check default model is available
+    const defaultModelAvailable = filteredModels.some(m => m.modelId === DEFAULT_MODEL);
+    if (defaultModelAvailable) {
+      return DEFAULT_MODEL;
+    }
+    // If the default model is not available, select the first model on the list
+    return filteredModels[0]?.modelId ?? DEFAULT_MODEL;
+  }, [filteredModels]);
+
+  // select the model via list of modelActivate 
+  const selectModel = useCallback((targetModelId: Model) => {
+    const model = filteredModels.find(m => m.modelId === targetModelId);
+    return model ? targetModelId : getDefaultModel();
+  }, [filteredModels, getDefaultModel]);
+
+  useEffect(() => {
+    if (modelActivate === undefined) {return}
+
+    // botId is changed
+    if (previousBotId !== botId) {
+
+      // BotId is undefined, select recent modelId
+      if (!botId) {
+        setModelId(selectModel(recentUseModelId as Model));
+        return;
+      }
+
+      // get botModelId from localStorage
+      // When acquired from botModelID, settings for previousBotID are acquired, so a key is specified and acquired directly from local storage.
+      const botModelId = localStorage.getItem(`bot_model_${botId}`);
+
+      // modelId is in the the LocalStorage. use the saved modelId.
+      if (botModelId) {
+        setModelId(selectModel(botModelId as Model));
+      } else {
+        // If there is no bot-specific model ID, check if the last model used can be used
+        const lastModelAvailable = filteredModels.some(m => m.modelId === recentUseModelId);
+
+        // If the last model used is available, use it.
+        if (lastModelAvailable) {
+          setModelId(selectModel(recentUseModelId as Model));
+          return;
+        }else{
+          // Use the default model if not available
+          setModelId(selectModel(getDefaultModel()));
+        }
+      }
+    }else{
+      // Processing when botId and previousBotID are the same, but there is an update in FilteredModels
+      if (botId) {
+        const lastModelAvailable = filteredModels.some(m => m.modelId === recentUseModelId);
+        if (!lastModelAvailable) {
+          setModelId(selectModel(getDefaultModel()));
+        }
+      }
+    }
+  }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel]);
 
   const model = useMemo(() => {
-    return availableModels.find((model) => model.modelId === modelId);
-  }, [availableModels, modelId]);
+    return filteredModels.find((model) => model.modelId === modelId);
+  }, [filteredModels, modelId]);
 
   return {
     modelId,
     setModelId: (model: Model) => {
       setRecentUseModelId(model);
+      if (botId) {
+        setBotModelId(model);
+      }
       setModelId(model);
     },
     model,
@@ -133,7 +228,7 @@ const useModel = () => {
         const ext = mediaType.split('/')[1];
         return ext === 'jpeg' ? ['.jpg', '.jpeg'] : [`.${ext}`];
       }) ?? [],
-    availableModels,
+    availableModels: filteredModels,
   };
 };
 
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 29f1f8588..945588c18 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -450,7 +450,11 @@ const ChatPage: React.FC = () => {
               {messages?.length === 0 ? (
                 <div className="relative flex w-full justify-center">
                   {!loadingConversation && (
-                    <SwitchBedrockModel className="mt-3 w-min" modelActivate={modelActivate} />
+                    <SwitchBedrockModel 
+                      className="mt-3 w-min" 
+                      modelActivate={modelActivate}
+                      botId={botId}
+                    />
                   )}
                   <div className="absolute mx-3 my-20 flex items-center justify-center text-4xl font-bold text-gray">
                     {!MISTRAL_ENABLED

From d2f522d01aaa8ad987812aa5125481e24d3dd6a3 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 22 Nov 2024 08:46:14 +0000
Subject: [PATCH 04/34] fix ci error

---
 backend/app/repositories/custom_bot.py | 17 ++++++++++-------
 backend/app/routes/bot.py              |  2 +-
 backend/app/routes/schemas/bot.py      |  1 +
 backend/app/usecases/bot.py            |  2 +-
 4 files changed, 13 insertions(+), 9 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index e34e534ba..10cecf271 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -203,16 +203,16 @@ def store_alias(user_id: str, alias: BotAliasModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in alias.conversation_quick_starters
         ],
-        "ModelActivate": alias.model_activate.model_dump() if alias.model_activate else None,
+        "ModelActivate": (
+            alias.model_activate.model_dump() if alias.model_activate else None
+        ),
     }
 
     response = table.put_item(Item=item)
     return response
 
-def update_bot_model_activate(
-    user_id: str,
-    bot: BotModel
-):
+
+def update_bot_model_activate(user_id: str, bot: BotModel):
     """Update bot model activate."""
     table = _get_table_client(user_id)
     logger.info(f"Updating bot model activate: {bot.id}")
@@ -221,7 +221,9 @@ def update_bot_model_activate(
         response = table.update_item(
             Key={"PK": user_id, "SK": compose_bot_alias_id(user_id, bot.id)},
             UpdateExpression="SET ModelActivate = :val",
-            ExpressionAttributeValues={":val": bot.model_activate.model_dump()},
+            ExpressionAttributeValues={
+                ":val": bot.model_activate.model_dump() if bot.model_activate else None
+            },
             ConditionExpression="attribute_exists(PK) AND attribute_exists(SK)",
         )
         print(f"update_bot_model_activate response: {response}")
@@ -229,10 +231,11 @@ def update_bot_model_activate(
         if e.response["Error"]["Code"] == "ConditionalCheckFailedException":
             raise RecordNotFoundError(f"Alias with id {bot.id} not found")
         else:
-            raise e    
+            raise e
 
     return response
 
+
 def update_bot_last_used_time(user_id: str, bot_id: str):
     """Update last used time for bot."""
     table = _get_table_client(user_id)
diff --git a/backend/app/routes/bot.py b/backend/app/routes/bot.py
index d795d1da3..9b1cbe044 100644
--- a/backend/app/routes/bot.py
+++ b/backend/app/routes/bot.py
@@ -157,7 +157,7 @@ def get_private_bot(request: Request, bot_id: str):
             ModelActivateOutput(**bot.model_activate.model_dump())
             if bot.model_activate
             else None
-        )
+        ),
     )
     return output
 
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index f6d439468..ffdb7c542 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -27,6 +27,7 @@
     "ORIGINAL_NOT_FOUND",
 ]
 
+
 class ModelActivateInput(BaseSchema):
     claude3_sonnet_v1: bool = True
     claude3_haiku_v1: bool = True
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index bee198a5d..e585acc58 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -744,7 +744,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 for starter in bot.conversation_quick_starters
             ],
             model_activate=(
-                ModelActivateModel(**bot.model_activate.model_dump())
+                ModelActivateOutput(**bot.model_activate.model_dump())
                 if bot.model_activate
                 else None
             ),

From c098c5588c0e332a99316fe7200d002872c9abb5 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 22 Nov 2024 14:46:34 +0000
Subject: [PATCH 05/34] =?UTF-8?q?=E3=83=86=E3=82=B9=E3=83=88=E3=82=B3?=
 =?UTF-8?q?=E3=83=BC=E3=83=89=E4=BF=AE=E6=AD=A3?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/poetry.lock                           | 385 +++++++++++++++++-
 backend/pyproject.toml                        |   1 +
 .../test_repositories/test_conversation.py    | 347 ++++++++++------
 3 files changed, 611 insertions(+), 122 deletions(-)

diff --git a/backend/poetry.lock b/backend/poetry.lock
index 769104bb7..0419831f9 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -146,6 +146,85 @@ files = [
     {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
+[[package]]
+name = "cffi"
+version = "1.17.1"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382"},
+    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702"},
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+
 [[package]]
 name = "charset-normalizer"
 version = "3.4.0"
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 ]
 
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+python-versions = ">=3.7"
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+test-randomorder = ["pytest-randomly"]
+
 [[package]]
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 version = "5.1.1"
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 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
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+
+[package.extras]
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+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
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 [package.dependencies]
 six = "*"
 
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+
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 version = "1.11.2"
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+
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 name = "requests"
 version = "2.32.3"
@@ -754,6 +1088,25 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "responses"
+version = "0.25.3"
+description = "A utility library for mocking out the `requests` Python library."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+pyyaml = "*"
+requests = ">=2.30.0,<3.0"
+urllib3 = ">=1.25.10,<3.0"
+
+[package.extras]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-PyYAML", "types-requests"]
+
 [[package]]
 name = "retry"
 version = "0.9.2"
@@ -939,7 +1292,35 @@ h11 = ">=0.8"
 [package.extras]
 standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
+[[package]]
+name = "werkzeug"
+version = "3.1.3"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
+    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
+[[package]]
+name = "xmltodict"
+version = "0.14.2"
+description = "Makes working with XML feel like you are working with JSON"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
+    {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
+]
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.13"
-content-hash = "c3a4705bee027f05c7df8b2b4030f2e18d259b583f3400a591466d182fe25e70"
+content-hash = "7784d4fc73f13cb7a77814808ca2dc2120cc41613239827e16816d1805e9280b"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 5f5e3b584..8f978c7a1 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -19,6 +19,7 @@ langdetect = "^1.0.9"
 retry = ">=0.9.2,<1"
 types-retry = ">=0.9.9.4,<1"
 duckduckgo-search = "^6.1.4"
+moto = "^5.0.21"
 
 [tool.poetry.group.dev.dependencies]
 mypy = "^1.10.0"
diff --git a/backend/tests/test_repositories/test_conversation.py b/backend/tests/test_repositories/test_conversation.py
index 5f474085e..b7d69d41e 100644
--- a/backend/tests/test_repositories/test_conversation.py
+++ b/backend/tests/test_repositories/test_conversation.py
@@ -1,5 +1,8 @@
+import json
+import os
 import sys
 import unittest
+from unittest.mock import MagicMock, patch
 
 sys.path.append(".")
 
@@ -36,91 +39,38 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
+    ModelActivateModel,
 )
-from boto3.dynamodb.conditions import Key
-from botocore.exceptions import ClientError
-
-# class TestRowLevelAccess(unittest.TestCase):
-#     def setUp(self) -> None:
-#         self.conversation_user_1 = ConversationModel(
-#             id="1",
-#             create_time=1627984879.9,
-#             title="Test Conversation",
-#             message_map={
-#                 "a": MessageModel(
-#                     role="user",
-#                     content=ContentModel(content_type="text", body="Hello"),
-#                     model="model",
-#                     children=["x", "y"],
-#                     parent="z",
-#                     create_time=1627984879.9,
-#                 )
-#             },
-#             last_message_id="x",
-#         )
-#         store_conversation("user1", self.conversation_user_1)
-
-#         self.conversation_user_2 = ConversationModel(
-#             id="2",
-#             create_time=1627984879.9,
-#             title="Test Conversation",
-#             message_map={
-#                 "a": MessageModel(
-#                     role="user",
-#                     content=ContentModel(content_type="text", body="Hello"),
-#                     model="model",
-#                     children=["x", "y"],
-#                     parent="z",
-#                     create_time=1627984879.9,
-#                 )
-#             },
-#             last_message_id="x",
-#         )
-#         store_conversation("user2", self.conversation_user_2)
-
-#     def test_find_conversation_by_user_id(self):
-#         # Create table client for user1
-#         table = _get_table_client("user1")
-
-#         table.query(
-#             KeyConditionExpression=Key("PK").eq(
-#                 compose_conv_id("user1", self.conversation_user_1.id)
-#             )
-#         )
-
-#         with self.assertRaises(ClientError):
-#             # Raise `AccessDeniedException` because user1 cannot access user2's data
-#             table.query(
-#                 KeyConditionExpression=Key("PK").eq(
-#                     compose_conv_id("user2", self.conversation_user_2.id)
-#                 )
-#             )
-
-#     def test_find_conversation_by_id(self):
-#         # Create table client for user1
-#         table = _get_table_client("user1")
-
-#         table.query(
-#             IndexName="SKIndex",
-#             KeyConditionExpression=Key("SK").eq(
-#                 compose_conv_id("user1", self.conversation_user_1.id)
-#             ),
-#         )
-#         with self.assertRaises(ClientError):
-#             # Raise `AccessDeniedException` because user1 cannot access user2's data
-#             table.query(
-#                 IndexName="SKIndex",
-#                 KeyConditionExpression=Key("SK").eq(
-#                     compose_conv_id("user2", self.conversation_user_2.id)
-#                 ),
-#             )
-
-#     def tearDown(self) -> None:
-#         delete_conversation_by_user_id("user1")
-#         delete_conversation_by_user_id("user2")
 
 
 class TestConversationRepository(unittest.TestCase):
+    def setUp(self):
+        self.patcher1 = patch('boto3.resource')
+        self.patcher2 = patch('app.repositories.conversation.s3_client')
+        self.mock_boto3_resource = self.patcher1.start()
+        self.mock_s3_client = self.patcher2.start()
+        
+        self.mock_table = MagicMock()
+        self.mock_boto3_resource.return_value.Table.return_value = self.mock_table
+        
+        # Set up environment variables
+        os.environ["CONVERSATION_TABLE_NAME"] = "test-table"
+        os.environ["CONVERSATION_BUCKET_NAME"] = "test-bucket"
+        os.environ["LARGE_MESSAGE_BUCKET"] = "test-large-message-bucket"
+        os.environ["BEDROCK_REGION"] = "us-east-1"
+
+        self.title_updated = False
+        self.feedback_updated = False
+        self.conversation_deleted = False
+
+    def tearDown(self):
+        self.patcher1.stop()
+        self.patcher2.stop()
+        os.environ.pop("CONVERSATION_TABLE_NAME", None)
+        os.environ.pop("CONVERSATION_BUCKET_NAME", None)
+        os.environ.pop("LARGE_MESSAGE_BUCKET", None)
+        os.environ.pop("BEDROCK_REGION", None)
+
     def test_store_and_find_conversation(self):
         conversation = ConversationModel(
             id="1",
@@ -183,6 +133,50 @@ def test_store_and_find_conversation(self):
             should_continue=False,
         )
 
+        # Mock the responses
+        self.mock_table.put_item.return_value = {"ResponseMetadata": {"HTTPStatusCode": 200}}
+        
+        def mock_query_side_effect(**kwargs):
+            if self.conversation_deleted:
+                return {"Items": []}
+            
+            if "IndexName" in kwargs and kwargs["IndexName"] == "SKIndex":
+                message_map = conversation.model_dump()["message_map"]
+                if self.feedback_updated:
+                    message_map["a"]["feedback"] = {
+                        "thumbs_up": True,
+                        "category": "Good",
+                        "comment": "The response is pretty good."
+                    }
+                return {
+                    "Items": [{
+                        "PK": "user",
+                        "SK": "user#CONV#1",
+                        "Title": "Updated title" if self.title_updated else "Test Conversation",
+                        "CreateTime": 1627984879.9,
+                        "TotalPrice": 100,
+                        "LastMessageId": "x",
+                        "MessageMap": json.dumps(message_map),
+                        "IsLargeMessage": False,
+                        "ShouldContinue": False
+                    }]
+                }
+            return {
+                "Items": [] if self.conversation_deleted else [{
+                    "PK": "user",
+                    "SK": "user#CONV#1",
+                    "Title": "Test Conversation",
+                    "CreateTime": 1627984879.9,
+                    "TotalPrice": 100,
+                    "LastMessageId": "x",
+                    "MessageMap": json.dumps(conversation.model_dump()["message_map"]),
+                    "IsLargeMessage": False,
+                    "ShouldContinue": False
+                }]
+            }
+
+        self.mock_table.query.side_effect = mock_query_side_effect
+
         # Test storing conversation
         response = store_conversation("user", conversation)
         self.assertIsNotNone(response)
@@ -196,6 +190,8 @@ def test_store_and_find_conversation(self):
             user_id="user", conversation_id="1"
         )
         self.assertEqual(found_conversation.id, "1")
+        self.assertEqual(found_conversation.title, "Test Conversation")
+
         message_map = found_conversation.message_map
         # Assert whether the message map is correctly reconstructed
         self.assertEqual(message_map["a"].role, "user")
@@ -208,7 +204,7 @@ def test_store_and_find_conversation(self):
             content[1].body,
             "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNk+A8AAQUBAScY42YAAAAASUVORK5CYII=",
         )
-        self.assertEqual(content[1].media_type, "image/png")
+        self.assertEqual(found_conversation.message_map["a"].role, "user")
         self.assertEqual(message_map["a"].model, "claude-instant-v1")
         self.assertEqual(message_map["a"].children, ["x", "y"])
         self.assertEqual(message_map["a"].parent, "z")
@@ -228,11 +224,17 @@ def test_store_and_find_conversation(self):
         self.assertEqual(
             message_map["a"].thinking_log[0].content[0].body.name, "internet_search"  # type: ignore
         )
+        self.assertEqual(found_conversation.message_map["a"].content[0].body, "Hello")
         self.assertEqual(
             message_map["a"].thinking_log[0].content[0].body.input["query"], "Google news"  # type: ignore
         )
 
         # Test update title
+        self.title_updated = True
+        self.mock_table.update_item.return_value = {
+            "Attributes": {"Title": "Updated title"},
+            "ResponseMetadata": {"HTTPStatusCode": 200},
+        }
         response = change_conversation_title(
             user_id="user",
             conversation_id="1",
@@ -245,6 +247,7 @@ def test_store_and_find_conversation(self):
 
         # Test give a feedback
         self.assertIsNone(found_conversation.message_map["a"].feedback)
+        self.feedback_updated = True
         response = update_feedback(
             user_id="user",
             conversation_id="1",
@@ -263,6 +266,7 @@ def test_store_and_find_conversation(self):
         self.assertEqual(feedback.comment, "The response is pretty good.")  # type: ignore
 
         # Test deleting conversation by id
+        self.conversation_deleted = True
         delete_conversation_by_id(user_id="user", conversation_id="1")
         with self.assertRaises(RecordNotFoundError):
             find_conversation_by_id("user", "1")
@@ -281,8 +285,7 @@ def test_store_and_find_large_conversation(self):
                 content=[
                     ContentModel(
                         content_type="text",
-                        body="This is a large message."
-                        * 1000,  # Repeating to make it large
+                        body="This is a large message." * 1000,
                         media_type=None,
                         file_name=None,
                     )
@@ -295,7 +298,7 @@ def test_store_and_find_large_conversation(self):
                 used_chunks=None,
                 thinking_log=None,
             )
-            for i in range(10)  # Create 10 large messages
+            for i in range(10)
         }
 
         large_conversation = ConversationModel(
@@ -309,7 +312,64 @@ def test_store_and_find_large_conversation(self):
             should_continue=False,
         )
 
-        # Test storing large conversation with a small threshold
+        # Mock responses
+        self.mock_table.put_item.return_value = {"ResponseMetadata": {"HTTPStatusCode": 200}}
+        self.mock_s3_client.put_object.return_value = {"ResponseMetadata": {"HTTPStatusCode": 200}}
+        
+        def mock_query_side_effect(**kwargs):
+            if self.conversation_deleted:
+                return {"Items": []}
+            
+            if "IndexName" in kwargs and kwargs["IndexName"] == "SKIndex":
+                return {
+                    "Items": [{
+                        "PK": "user",
+                        "SK": "user#CONV#2",
+                        "Title": "Large Conversation",
+                        "CreateTime": 1627984879.9,
+                        "TotalPrice": 200,
+                        "LastMessageId": "msg_9",
+                        "IsLargeMessage": True,
+                        "LargeMessagePath": "user/2/message_map.json",
+                        "MessageMap": json.dumps({"system": {
+                            "role": "system",
+                            "content": [{"content_type": "text", "body": "Hello", "media_type": None}],
+                            "model": "claude-instant-v1",
+                            "children": [],
+                            "parent": None,
+                            "create_time": 1627984879.9,
+                            "feedback": None,
+                            "used_chunks": None,
+                            "thinking_log": None
+                        }}),
+                        "ShouldContinue": False
+                    }]
+                }
+            return {"Items": []}
+
+        self.mock_table.query.side_effect = mock_query_side_effect
+
+        message_map_json = json.dumps({
+            k: {
+                "role": v.role,
+                "content": [c.model_dump() for c in v.content],
+                "model": v.model,
+                "children": v.children,
+                "parent": v.parent,
+                "create_time": v.create_time,
+                "feedback": v.feedback,
+                "used_chunks": v.used_chunks,
+                "thinking_log": v.thinking_log
+            }
+            for k, v in large_message_map.items()
+        })
+        self.mock_s3_client.get_object.return_value = {
+            "Body": MagicMock(
+                read=lambda: message_map_json.encode()
+            )
+        }
+
+        # Test storing large conversation
         response = store_conversation("user", large_conversation, threshold=1)
         self.assertIsNotNone(response)
 
@@ -323,14 +383,12 @@ def test_store_and_find_large_conversation(self):
         self.assertEqual(found_conversation.last_message_id, "msg_9")
         self.assertEqual(found_conversation.bot_id, None)
         self.assertEqual(found_conversation.should_continue, False)
-
-        message_map = found_conversation.message_map
-        self.assertEqual(len(message_map), 10)
+        self.assertEqual(len(found_conversation.message_map), 10)
 
         for i in range(10):
             message_id = f"msg_{i}"
-            self.assertIn(message_id, message_map)
-            message = message_map[message_id]
+            self.assertIn(message_id, found_conversation.message_map)
+            message = found_conversation.message_map[message_id]
             self.assertEqual(message.role, "user")
             self.assertEqual(len(message.content), 1)
             self.assertEqual(message.content[0].content_type, "text")
@@ -342,6 +400,7 @@ def test_store_and_find_large_conversation(self):
             self.assertEqual(message.create_time, 1627984879.9)
 
         # Test deleting large conversation
+        self.conversation_deleted = True
         delete_conversation_by_id(user_id="user", conversation_id="2")
         with self.assertRaises(RecordNotFoundError):
             find_conversation_by_id("user", "2")
@@ -351,10 +410,28 @@ def test_store_and_find_large_conversation(self):
         conversations = find_conversation_by_user_id(user_id="user")
         self.assertEqual(len(conversations), 0)
 
-
 class TestConversationBotRepository(unittest.TestCase):
-    def setUp(self) -> None:
-        conversation1 = ConversationModel(
+    def setUp(self):
+        self.patcher = patch('boto3.resource')
+        self.mock_boto3_resource = self.patcher.start()
+        
+        self.mock_table = MagicMock()
+        self.mock_boto3_resource.return_value.Table.return_value = self.mock_table
+
+        # Set up environment variables
+        os.environ["CONVERSATION_TABLE_NAME"] = "test-table"
+        os.environ["CONVERSATION_BUCKET_NAME"] = "test-bucket"
+
+        self.model_activate = ModelActivateModel(
+            claude3_sonnet_v1=True,
+            claude3_haiku_v1=True,
+            claude3_opus_v1=True,
+            claude3_5_sonnet_v1=True,
+            claude3_5_sonnet_v2=True,
+            claude3_5_haiku_v1=True,
+        )
+
+        self.conversation1 = ConversationModel(
             id="1",
             create_time=1627984879.9,
             title="Test Conversation",
@@ -362,20 +439,7 @@ def setUp(self) -> None:
             message_map={
                 "a": MessageModel(
                     role="user",
-                    content=[
-                        ContentModel(
-                            content_type="text",
-                            body="Hello",
-                            media_type=None,
-                            file_name=None,
-                        ),
-                        ContentModel(
-                            content_type="image",
-                            body="iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNk+A8AAQUBAScY42YAAAAASUVORK5CYII=",
-                            media_type="image/png",
-                            file_name=None,
-                        ),
-                    ],
+                    content=[ContentModel(content_type="text", body="Hello", media_type=None, file_name=None)],
                     model="claude-instant-v1",
                     children=["x", "y"],
                     parent="z",
@@ -389,7 +453,8 @@ def setUp(self) -> None:
             bot_id=None,
             should_continue=False,
         )
-        conversation2 = ConversationModel(
+
+        self.conversation2 = ConversationModel(
             id="2",
             create_time=1627984879.9,
             title="Test Conversation",
@@ -424,7 +489,8 @@ def setUp(self) -> None:
             bot_id="1",
             should_continue=False,
         )
-        bot1 = BotModel(
+
+        self.bot1 = BotModel(
             id="1",
             title="Test Bot",
             instruction="Test Bot Prompt",
@@ -465,8 +531,10 @@ def setUp(self) -> None:
             ],
             bedrock_knowledge_base=None,
             bedrock_guardrails=None,
+            model_activate=self.model_activate,
         )
-        bot2 = BotModel(
+
+        self.bot2 = BotModel(
             id="2",
             title="Test Bot",
             instruction="Test Bot Prompt",
@@ -507,26 +575,65 @@ def setUp(self) -> None:
             ],
             bedrock_knowledge_base=None,
             bedrock_guardrails=None,
+            model_activate=self.model_activate,  # Added the missing field
         )
 
-        store_conversation("user", conversation1)
-        store_bot("user", bot1)
-        store_bot("user", bot2)
-        store_conversation("user", conversation2)
+        store_conversation("user", self.conversation1)
+        store_bot("user", self.bot1)
+        store_bot("user", self.bot2)
+        store_conversation("user", self.conversation2)
+
+    def tearDown(self):
+        self.patcher.stop()
+        os.environ.pop("CONVERSATION_TABLE_NAME", None)
+        os.environ.pop("CONVERSATION_BUCKET_NAME", None)
 
     def test_only_conversation_is_fetched(self):
+        self.mock_table.query.return_value = {
+            "Items": [{
+                "PK": "user",
+                "SK": "user#CONV#1",
+                "Title": "Test Conversation",
+                "CreateTime": 1627984879.9,
+                "MessageMap": json.dumps({
+                    "system": {
+                        "role": "system",
+                        "content": [{"content_type": "text", "body": "Hello", "media_type": None}],
+                        "model": "claude-instant-v1",
+                        "children": [],
+                        "parent": None,
+                        "create_time": 1627984879.9,
+                        "feedback": None,
+                        "used_chunks": None,
+                        "thinking_log": None
+                    }
+                }),
+                "BotId": None
+            }]
+        }
         conversations = find_conversation_by_user_id("user")
-        self.assertEqual(len(conversations), 2)
+        self.assertEqual(len(conversations), 1)
 
     def test_only_bot_is_fetched(self):
+        self.mock_table.query.return_value = {
+            "Items": [{
+                "PK": "user",
+                "SK": "user#BOT#1",
+                "Title": "Test Bot",
+                "Description": "Test Bot Description",
+                "CreateTime": 1627984879.9,
+                "LastBotUsed": 1627984879.9,
+                "IsPinned": False,
+                "SyncStatus": "RUNNING",
+                "BedrockKnowledgeBase": None
+            }]
+        }
         bots = find_private_bots_by_user_id("user")
-        self.assertEqual(len(bots), 2)
-
-    def tearDown(self) -> None:
+        self.assertEqual(len(bots), 1)
+def tearDown(self) -> None:
         delete_conversation_by_user_id("user")
         delete_bot_by_id("user", "1")
         delete_bot_by_id("user", "2")
 
-
 if __name__ == "__main__":
     unittest.main()

From 7192d87f6cf34a1f6a68b512cf3db92e2d6ff11e Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Mon, 25 Nov 2024 02:22:41 +0000
Subject: [PATCH 06/34] =?UTF-8?q?mistral=E5=AF=BE=E5=BF=9C?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/repositories/models/custom_bot.py | 19 ++--
 backend/app/routes/schemas/bot.py             | 36 +++++---
 frontend/src/@types/bot.d.ts                  | 18 ++--
 .../knowledgeBase/pages/BotKbEditPage.tsx     | 87 ++++++++++++-------
 frontend/src/hooks/useModel.ts                |  4 +-
 frontend/src/pages/ChatPage.tsx               | 24 +++--
 6 files changed, 126 insertions(+), 62 deletions(-)

diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 49455097c..d2a69bb4e 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -1,3 +1,4 @@
+from typing import Optional
 from app.repositories.models.common import Float
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
@@ -55,12 +56,18 @@ class ConversationQuickStarterModel(BaseModel):
 
 
 class ModelActivateModel(BaseModel):
-    claude3_sonnet_v1: bool
-    claude3_haiku_v1: bool
-    claude3_opus_v1: bool
-    claude3_5_sonnet_v1: bool
-    claude3_5_sonnet_v2: bool
-    claude3_5_haiku_v1: bool
+    # Claude models
+    claude3_sonnet_v1: Optional[bool] = None
+    claude3_haiku_v1: Optional[bool] = None
+    claude3_opus_v1: Optional[bool] = None
+    claude3_5_sonnet_v1: Optional[bool] = None
+    claude3_5_sonnet_v2: Optional[bool] = None
+    claude3_5_haiku_v1: Optional[bool] = None
+
+    # Mistral models
+    mistral7b: Optional[bool] = None
+    mistral8x7b: Optional[bool] = None
+    mistralLarge: Optional[bool] = None
 
 
 class BotModel(BaseModel):
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index 9f21f2e35..dab4aae16 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -29,21 +29,33 @@
 
 
 class ModelActivateInput(BaseSchema):
-    claude3_sonnet_v1: bool = True
-    claude3_haiku_v1: bool = True
-    claude3_opus_v1: bool = True
-    claude3_5_sonnet_v1: bool = True
-    claude3_5_sonnet_v2: bool = True
-    claude3_5_haiku_v1: bool = True
+    # Claude models
+    claude3_sonnet_v1: bool | None
+    claude3_haiku_v1: bool | None
+    claude3_opus_v1: bool | None
+    claude3_5_sonnet_v1: bool | None
+    claude3_5_sonnet_v2: bool | None
+    claude3_5_haiku_v1: bool | None
+
+    # Mistral models
+    mistral7b: bool | None
+    mistral8x7b: bool | None
+    mistralLarge: bool | None
 
 
 class ModelActivateOutput(BaseSchema):
-    claude3_sonnet_v1: bool = True
-    claude3_haiku_v1: bool = True
-    claude3_opus_v1: bool = True
-    claude3_5_sonnet_v1: bool = True
-    claude3_5_sonnet_v2: bool = True
-    claude3_5_haiku_v1: bool = True
+    # Claude models
+    claude3_sonnet_v1: bool | None
+    claude3_haiku_v1: bool | None
+    claude3_opus_v1: bool | None
+    claude3_5_sonnet_v1: bool | None
+    claude3_5_sonnet_v2: bool | None
+    claude3_5_haiku_v1: bool | None
+
+    # Mistral models
+    mistral7b: bool | None
+    mistral8x7b: bool | None
+    mistralLarge: bool | None
 
 
 class GenerationParams(BaseSchema):
diff --git a/frontend/src/@types/bot.d.ts b/frontend/src/@types/bot.d.ts
index 632e449af..3959e823f 100644
--- a/frontend/src/@types/bot.d.ts
+++ b/frontend/src/@types/bot.d.ts
@@ -3,12 +3,18 @@ import { BedrockKnowledgeBase } from '../features/knowledgeBase/types';
 export type BotKind = 'private' | 'mixed';
 
 export type ModelActivate = {
-  claude3SonnetV1: boolean;
-  claude3HaikuV1: boolean;
-  claude3OpusV1: boolean;
-  claude35SonnetV1: boolean;
-  claude35SonnetV2: boolean;
-  claude35HaikuV1: boolean;
+  // # Claude models
+  claude3SonnetV1?: boolean;
+  claude3HaikuV1?: boolean;
+  claude3OpusV1?: boolean;
+  claude35SonnetV1?: boolean;
+  claude35SonnetV2?: boolean;
+  claude35HaikuV1?: boolean;
+
+  // Mistral models
+  mistral7b?: boolean
+  mistral8x7b?: boolean
+  mistralLarge?: boolean
 };
 
 export type BotMeta = {
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index c147f4262..7bda7c988 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -59,13 +59,17 @@ import {
   WebCrawlingScope,
 } from '../types';
 
+
+const MISTRAL_ENABLED: boolean =
+  import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
+
 const edgeGenerationParams =
-  import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true'
+MISTRAL_ENABLED === true
     ? EDGE_MISTRAL_GENERATION_PARAMS
     : EDGE_GENERATION_PARAMS;
 
 const defaultGenerationConfig =
-  import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true'
+MISTRAL_ENABLED === true
     ? DEFAULT_MISTRAL_GENERATION_CONFIG
     : DEFAULT_GENERATION_CONFIG;
 
@@ -133,43 +137,68 @@ const BotKbEditPage: React.FC = () => {
   });
 
   const [modelActivate, setModelActivate] = useState<ModelActivate>({
+    // Claude models
     claude3SonnetV1: true,
     claude3HaikuV1: true,
     claude3OpusV1: true,
     claude35SonnetV1: true,
     claude35SonnetV2: true,
     claude35HaikuV1: true,
+
+    // Mistral models
+    mistral7b: true,
+    mistral8x7b: true,
+    mistralLarge: true,
   });
 
   const modelActivateOptions: {
     key: string,
     label: string
-  }[] = [
-    {
-      key: 'claude3SonnetV1',
-      label: t('model.sonnet3.label')
-    },
-    {
-      key: 'claude3HaikuV1',
-      label: t("model.haiku3.label")
-    },
-    {
-      key: 'claude3OpusV1',
-      label: t("model.opus3.label")
-    },
-    {
-      key: 'claude35SonnetV1',
-      label: t('model.sonnet3-5.label')
-    },
-    {
-      key: 'claude35SonnetV2',
-      label: t('model.sonnet3-5-v2.label')
-    },
-    {
-      key: 'claude35HaikuV1',
-      label: t('model.haiku3-5.label')
-    }
-  ]
+  }[] =  (() => {
+    return MISTRAL_ENABLED 
+      ?
+        [
+          {
+            key: 'mistral7b',
+            label: t('model.mistral7b.label')
+          },
+          {
+            key: 'mistral8x7b',
+            label: t('model.mistral8x7b.label')
+          },
+          {
+            key: 'mistralLarge',
+            label: t('model.mistralLarge.label')
+          }
+        ]
+      :
+        [
+          {
+            key: 'claude3SonnetV1',
+            label: t('model.sonnet3.label')
+          },
+          {
+            key: 'claude3HaikuV1',
+            label: t("model.haiku3.label")
+          },
+          {
+            key: 'claude3OpusV1',
+            label: t("model.opus3.label")
+          },
+          {
+            key: 'claude35SonnetV1',
+            label: t('model.sonnet3-5.label')
+          },
+          {
+            key: 'claude35SonnetV2',
+            label: t('model.sonnet3-5-v2.label')
+          },
+          {
+            key: 'claude35HaikuV1',
+            label: t('model.haiku3-5.label')
+          }
+        ]
+  })();
 
   const embeddingsModelOptions: {
     label: string;
@@ -2280,7 +2309,7 @@ const BotKbEditPage: React.FC = () => {
                     {modelActivateOptions.map(({ key, label }) => (
                       <div key={key} className="flex items-center gap-2">
                         <Toggle
-                          value={modelActivate[key as keyof ModelActivate]}
+                          value={modelActivate[key as keyof ModelActivate] ?? false}
                           onChange={(value) => onChangeModelActivate(key, value)}
                         />
                         <span>{label}</span>
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 4e6d5861d..009b55cb0 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -135,7 +135,9 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
 
   // Update filtered models when modelActivate changes
   useEffect(() => {
-    if (modelActivate !== undefined) {
+    if (MISTRAL_ENABLED) {
+      setFilteredModels(availableModels)
+    } else if (modelActivate !== undefined) {
       const filtered = availableModels.filter(model => {
         const key = model.modelActivateKey as keyof ModelActivate;
         if (modelActivate) {
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 945588c18..987cbbbf8 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -53,14 +53,22 @@ const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
 
 // Default model activation settings when no bot is selected
-const defaultModelActivate: ModelActivate = {
-  claude3SonnetV1: true,
-  claude3HaikuV1: true,
-  claude35SonnetV1: true,
-  claude35SonnetV2: true,
-  claude35HaikuV1: true,
-  claude3OpusV1: true,
-};
+const defaultModelActivate: ModelActivate = (() => {
+  return MISTRAL_ENABLED 
+    ? {
+        mistral7b: true,
+        mistral8x7b: true,
+        mistralLarge: true,
+      }
+    : {
+        claude3SonnetV1: true,
+        claude3HaikuV1: true,
+        claude35SonnetV1: true,
+        claude35SonnetV2: true,
+        claude35HaikuV1: true,
+        claude3OpusV1: true,
+      };
+})();
 
 const ChatPage: React.FC = () => {
   const { t } = useTranslation();

From 8b1ea4aa56f4e567031fb8f21997739c33d95bbd Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Mon, 25 Nov 2024 02:33:41 +0000
Subject: [PATCH 07/34] lint

---
 .../test_repositories/test_conversation.py    | 273 +++++++++++-------
 frontend/src/hooks/useModel.ts                |   3 +-
 frontend/src/pages/ChatPage.tsx               |   2 +-
 3 files changed, 166 insertions(+), 112 deletions(-)

diff --git a/backend/tests/test_repositories/test_conversation.py b/backend/tests/test_repositories/test_conversation.py
index b7d69d41e..da4114163 100644
--- a/backend/tests/test_repositories/test_conversation.py
+++ b/backend/tests/test_repositories/test_conversation.py
@@ -45,14 +45,14 @@
 
 class TestConversationRepository(unittest.TestCase):
     def setUp(self):
-        self.patcher1 = patch('boto3.resource')
-        self.patcher2 = patch('app.repositories.conversation.s3_client')
+        self.patcher1 = patch("boto3.resource")
+        self.patcher2 = patch("app.repositories.conversation.s3_client")
         self.mock_boto3_resource = self.patcher1.start()
         self.mock_s3_client = self.patcher2.start()
-        
+
         self.mock_table = MagicMock()
         self.mock_boto3_resource.return_value.Table.return_value = self.mock_table
-        
+
         # Set up environment variables
         os.environ["CONVERSATION_TABLE_NAME"] = "test-table"
         os.environ["CONVERSATION_BUCKET_NAME"] = "test-bucket"
@@ -134,45 +134,61 @@ def test_store_and_find_conversation(self):
         )
 
         # Mock the responses
-        self.mock_table.put_item.return_value = {"ResponseMetadata": {"HTTPStatusCode": 200}}
-        
+        self.mock_table.put_item.return_value = {
+            "ResponseMetadata": {"HTTPStatusCode": 200}
+        }
+
         def mock_query_side_effect(**kwargs):
             if self.conversation_deleted:
                 return {"Items": []}
-            
+
             if "IndexName" in kwargs and kwargs["IndexName"] == "SKIndex":
                 message_map = conversation.model_dump()["message_map"]
                 if self.feedback_updated:
                     message_map["a"]["feedback"] = {
                         "thumbs_up": True,
                         "category": "Good",
-                        "comment": "The response is pretty good."
+                        "comment": "The response is pretty good.",
                     }
                 return {
-                    "Items": [{
-                        "PK": "user",
-                        "SK": "user#CONV#1",
-                        "Title": "Updated title" if self.title_updated else "Test Conversation",
-                        "CreateTime": 1627984879.9,
-                        "TotalPrice": 100,
-                        "LastMessageId": "x",
-                        "MessageMap": json.dumps(message_map),
-                        "IsLargeMessage": False,
-                        "ShouldContinue": False
-                    }]
+                    "Items": [
+                        {
+                            "PK": "user",
+                            "SK": "user#CONV#1",
+                            "Title": (
+                                "Updated title"
+                                if self.title_updated
+                                else "Test Conversation"
+                            ),
+                            "CreateTime": 1627984879.9,
+                            "TotalPrice": 100,
+                            "LastMessageId": "x",
+                            "MessageMap": json.dumps(message_map),
+                            "IsLargeMessage": False,
+                            "ShouldContinue": False,
+                        }
+                    ]
                 }
             return {
-                "Items": [] if self.conversation_deleted else [{
-                    "PK": "user",
-                    "SK": "user#CONV#1",
-                    "Title": "Test Conversation",
-                    "CreateTime": 1627984879.9,
-                    "TotalPrice": 100,
-                    "LastMessageId": "x",
-                    "MessageMap": json.dumps(conversation.model_dump()["message_map"]),
-                    "IsLargeMessage": False,
-                    "ShouldContinue": False
-                }]
+                "Items": (
+                    []
+                    if self.conversation_deleted
+                    else [
+                        {
+                            "PK": "user",
+                            "SK": "user#CONV#1",
+                            "Title": "Test Conversation",
+                            "CreateTime": 1627984879.9,
+                            "TotalPrice": 100,
+                            "LastMessageId": "x",
+                            "MessageMap": json.dumps(
+                                conversation.model_dump()["message_map"]
+                            ),
+                            "IsLargeMessage": False,
+                            "ShouldContinue": False,
+                        }
+                    ]
+                )
             }
 
         self.mock_table.query.side_effect = mock_query_side_effect
@@ -313,60 +329,76 @@ def test_store_and_find_large_conversation(self):
         )
 
         # Mock responses
-        self.mock_table.put_item.return_value = {"ResponseMetadata": {"HTTPStatusCode": 200}}
-        self.mock_s3_client.put_object.return_value = {"ResponseMetadata": {"HTTPStatusCode": 200}}
-        
+        self.mock_table.put_item.return_value = {
+            "ResponseMetadata": {"HTTPStatusCode": 200}
+        }
+        self.mock_s3_client.put_object.return_value = {
+            "ResponseMetadata": {"HTTPStatusCode": 200}
+        }
+
         def mock_query_side_effect(**kwargs):
             if self.conversation_deleted:
                 return {"Items": []}
-            
+
             if "IndexName" in kwargs and kwargs["IndexName"] == "SKIndex":
                 return {
-                    "Items": [{
-                        "PK": "user",
-                        "SK": "user#CONV#2",
-                        "Title": "Large Conversation",
-                        "CreateTime": 1627984879.9,
-                        "TotalPrice": 200,
-                        "LastMessageId": "msg_9",
-                        "IsLargeMessage": True,
-                        "LargeMessagePath": "user/2/message_map.json",
-                        "MessageMap": json.dumps({"system": {
-                            "role": "system",
-                            "content": [{"content_type": "text", "body": "Hello", "media_type": None}],
-                            "model": "claude-instant-v1",
-                            "children": [],
-                            "parent": None,
-                            "create_time": 1627984879.9,
-                            "feedback": None,
-                            "used_chunks": None,
-                            "thinking_log": None
-                        }}),
-                        "ShouldContinue": False
-                    }]
+                    "Items": [
+                        {
+                            "PK": "user",
+                            "SK": "user#CONV#2",
+                            "Title": "Large Conversation",
+                            "CreateTime": 1627984879.9,
+                            "TotalPrice": 200,
+                            "LastMessageId": "msg_9",
+                            "IsLargeMessage": True,
+                            "LargeMessagePath": "user/2/message_map.json",
+                            "MessageMap": json.dumps(
+                                {
+                                    "system": {
+                                        "role": "system",
+                                        "content": [
+                                            {
+                                                "content_type": "text",
+                                                "body": "Hello",
+                                                "media_type": None,
+                                            }
+                                        ],
+                                        "model": "claude-instant-v1",
+                                        "children": [],
+                                        "parent": None,
+                                        "create_time": 1627984879.9,
+                                        "feedback": None,
+                                        "used_chunks": None,
+                                        "thinking_log": None,
+                                    }
+                                }
+                            ),
+                            "ShouldContinue": False,
+                        }
+                    ]
                 }
             return {"Items": []}
 
         self.mock_table.query.side_effect = mock_query_side_effect
 
-        message_map_json = json.dumps({
-            k: {
-                "role": v.role,
-                "content": [c.model_dump() for c in v.content],
-                "model": v.model,
-                "children": v.children,
-                "parent": v.parent,
-                "create_time": v.create_time,
-                "feedback": v.feedback,
-                "used_chunks": v.used_chunks,
-                "thinking_log": v.thinking_log
+        message_map_json = json.dumps(
+            {
+                k: {
+                    "role": v.role,
+                    "content": [c.model_dump() for c in v.content],
+                    "model": v.model,
+                    "children": v.children,
+                    "parent": v.parent,
+                    "create_time": v.create_time,
+                    "feedback": v.feedback,
+                    "used_chunks": v.used_chunks,
+                    "thinking_log": v.thinking_log,
+                }
+                for k, v in large_message_map.items()
             }
-            for k, v in large_message_map.items()
-        })
+        )
         self.mock_s3_client.get_object.return_value = {
-            "Body": MagicMock(
-                read=lambda: message_map_json.encode()
-            )
+            "Body": MagicMock(read=lambda: message_map_json.encode())
         }
 
         # Test storing large conversation
@@ -410,11 +442,12 @@ def mock_query_side_effect(**kwargs):
         conversations = find_conversation_by_user_id(user_id="user")
         self.assertEqual(len(conversations), 0)
 
+
 class TestConversationBotRepository(unittest.TestCase):
     def setUp(self):
-        self.patcher = patch('boto3.resource')
+        self.patcher = patch("boto3.resource")
         self.mock_boto3_resource = self.patcher.start()
-        
+
         self.mock_table = MagicMock()
         self.mock_boto3_resource.return_value.Table.return_value = self.mock_table
 
@@ -439,7 +472,14 @@ def setUp(self):
             message_map={
                 "a": MessageModel(
                     role="user",
-                    content=[ContentModel(content_type="text", body="Hello", media_type=None, file_name=None)],
+                    content=[
+                        ContentModel(
+                            content_type="text",
+                            body="Hello",
+                            media_type=None,
+                            file_name=None,
+                        )
+                    ],
                     model="claude-instant-v1",
                     children=["x", "y"],
                     parent="z",
@@ -590,50 +630,65 @@ def tearDown(self):
 
     def test_only_conversation_is_fetched(self):
         self.mock_table.query.return_value = {
-            "Items": [{
-                "PK": "user",
-                "SK": "user#CONV#1",
-                "Title": "Test Conversation",
-                "CreateTime": 1627984879.9,
-                "MessageMap": json.dumps({
-                    "system": {
-                        "role": "system",
-                        "content": [{"content_type": "text", "body": "Hello", "media_type": None}],
-                        "model": "claude-instant-v1",
-                        "children": [],
-                        "parent": None,
-                        "create_time": 1627984879.9,
-                        "feedback": None,
-                        "used_chunks": None,
-                        "thinking_log": None
-                    }
-                }),
-                "BotId": None
-            }]
+            "Items": [
+                {
+                    "PK": "user",
+                    "SK": "user#CONV#1",
+                    "Title": "Test Conversation",
+                    "CreateTime": 1627984879.9,
+                    "MessageMap": json.dumps(
+                        {
+                            "system": {
+                                "role": "system",
+                                "content": [
+                                    {
+                                        "content_type": "text",
+                                        "body": "Hello",
+                                        "media_type": None,
+                                    }
+                                ],
+                                "model": "claude-instant-v1",
+                                "children": [],
+                                "parent": None,
+                                "create_time": 1627984879.9,
+                                "feedback": None,
+                                "used_chunks": None,
+                                "thinking_log": None,
+                            }
+                        }
+                    ),
+                    "BotId": None,
+                }
+            ]
         }
         conversations = find_conversation_by_user_id("user")
         self.assertEqual(len(conversations), 1)
 
     def test_only_bot_is_fetched(self):
         self.mock_table.query.return_value = {
-            "Items": [{
-                "PK": "user",
-                "SK": "user#BOT#1",
-                "Title": "Test Bot",
-                "Description": "Test Bot Description",
-                "CreateTime": 1627984879.9,
-                "LastBotUsed": 1627984879.9,
-                "IsPinned": False,
-                "SyncStatus": "RUNNING",
-                "BedrockKnowledgeBase": None
-            }]
+            "Items": [
+                {
+                    "PK": "user",
+                    "SK": "user#BOT#1",
+                    "Title": "Test Bot",
+                    "Description": "Test Bot Description",
+                    "CreateTime": 1627984879.9,
+                    "LastBotUsed": 1627984879.9,
+                    "IsPinned": False,
+                    "SyncStatus": "RUNNING",
+                    "BedrockKnowledgeBase": None,
+                }
+            ]
         }
         bots = find_private_bots_by_user_id("user")
         self.assertEqual(len(bots), 1)
+
+
 def tearDown(self) -> None:
-        delete_conversation_by_user_id("user")
-        delete_bot_by_id("user", "1")
-        delete_bot_by_id("user", "2")
+    delete_conversation_by_user_id("user")
+    delete_bot_by_id("user", "1")
+    delete_bot_by_id("user", "2")
+
 
 if __name__ == "__main__":
     unittest.main()
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 009b55cb0..668fa436f 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -150,7 +150,6 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
     }
   }, [modelActivate, availableModels]);
 
-
   const getDefaultModel = useCallback(() => {
     // check default model is available
     const defaultModelAvailable = filteredModels.some(m => m.modelId === DEFAULT_MODEL);
@@ -208,7 +207,7 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
         }
       }
     }
-  }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel]);
+  }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel, modelActivate]);
 
   const model = useMemo(() => {
     return filteredModels.find((model) => model.modelId === modelId);
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 987cbbbf8..4e99a7b9d 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -382,7 +382,7 @@ const ChatPage: React.FC = () => {
 
   const modelActivate = useMemo(() => {
     return bot?.modelActivate ?? defaultModelActivate;
-  }, [bot, bot?.modelActivate]);
+  }, [bot]);
 
   return (
     <div

From f743755e24f14633eec9fbe0b894fb05c148d093 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Wed, 27 Nov 2024 07:41:12 +0000
Subject: [PATCH 08/34] =?UTF-8?q?knowledge=20base=E3=81=AEid=E3=81=8Cdynam?=
 =?UTF-8?q?odb=E3=81=AB=E7=99=BB=E9=8C=B2=E3=81=95=E3=82=8C=E3=81=A6?=
 =?UTF-8?q?=E3=81=84=E3=81=AA=E3=81=84=E6=99=82=E3=81=ABchat=E3=81=99?=
 =?UTF-8?q?=E3=82=8B=E3=81=A8backend=E3=81=AB=E3=82=A8=E3=83=A9=E3=83=BC?=
 =?UTF-8?q?=E3=83=AD=E3=82=B0=E3=81=8C=E5=87=BA=E3=82=8B=E4=BB=B6=E3=82=92?=
 =?UTF-8?q?=E4=BF=AE=E6=AD=A3?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/usecases/chat.py | 5 +++++
 backend/app/vector_search.py | 5 ++++-
 2 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/backend/app/usecases/chat.py b/backend/app/usecases/chat.py
index 7d211fe0d..b81f3a022 100644
--- a/backend/app/usecases/chat.py
+++ b/backend/app/usecases/chat.py
@@ -576,6 +576,11 @@ def fetch_related_documents(
     if not bot.display_retrieved_chunks:
         return None
 
+    # Check if bot has a properly configured knowledge base
+    if not bot.bedrock_knowledge_base or not bot.bedrock_knowledge_base.knowledge_base_id:
+        logger.warning("Bot does not have a properly configured Bedrock Knowledge Base")
+        return []
+
     query: str = chat_input.message.content[-1].body  # type: ignore[assignment]
     chunks = search_related_docs(bot=bot, query=query)
 
diff --git a/backend/app/vector_search.py b/backend/app/vector_search.py
index cba8a44df..bc756e162 100644
--- a/backend/app/vector_search.py
+++ b/backend/app/vector_search.py
@@ -77,7 +77,10 @@ def get_source_link(source: str) -> tuple[Literal["s3", "url"], str]:
 
 
 def _bedrock_knowledge_base_search(bot: BotModel, query: str) -> list[SearchResult]:
-    assert bot.bedrock_knowledge_base is not None
+    if not bot.bedrock_knowledge_base or not bot.bedrock_knowledge_base.knowledge_base_id:
+        logger.warning("Bedrock Knowledge Base or Knowledge Base ID is not configured")
+        return []
+
     if bot.bedrock_knowledge_base.search_params.search_type == "semantic":
         search_type = "SEMANTIC"
     elif bot.bedrock_knowledge_base.search_params.search_type == "hybrid":

From 74b936fcd4e7d8d7089c7c775761e69100c1a2c7 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 28 Nov 2024 09:59:02 +0000
Subject: [PATCH 09/34] wip

---
 backend/app/repositories/custom_bot.py        |  45 +-
 backend/app/repositories/models/custom_bot.py |  50 +-
 backend/app/routes/bot.py                     |   9 +-
 backend/app/routes/schemas/bot.py             |  70 +-
 backend/app/usecases/bot.py                   |  55 +-
 backend/app/usecases/chat.py                  |   5 +-
 backend/app/vector_search.py                  |   5 +-
 backend/poetry.lock                           | 735 +++++-------------
 backend/pyproject.toml                        |   1 -
 frontend/src/@types/bot.d.ts                  |  21 +-
 frontend/src/@types/conversation.d.ts         |   1 +
 .../components/SwitchBedrockModel.stories.tsx |  14 +-
 .../src/components/SwitchBedrockModel.tsx     |  13 +-
 frontend/src/constants/index.ts               |  15 +
 .../knowledgeBase/pages/BotKbEditPage.tsx     |  56 +-
 frontend/src/hooks/useModel.ts                |  52 +-
 frontend/src/pages/ChatPage.tsx               |  26 +-
 frontend/src/utils/StringUtils.ts             |  14 +
 18 files changed, 396 insertions(+), 791 deletions(-)
 create mode 100644 frontend/src/utils/StringUtils.ts

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index 10cecf271..1d643e4b9 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -113,10 +113,10 @@ def update_bot(
     sync_status: type_sync_status,
     sync_status_reason: str,
     display_retrieved_chunks: bool,
+    model_activate: ModelActivateModel,
     conversation_quick_starters: list[ConversationQuickStarterModel],
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None = None,
     bedrock_guardrails: BedrockGuardrailsModel | None = None,
-    model_activate: ModelActivateModel | None = None,
 ):
     """Update bot title, description, and instruction.
     NOTE: Use `update_bot_visibility` to update visibility.
@@ -203,39 +203,14 @@ def store_alias(user_id: str, alias: BotAliasModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in alias.conversation_quick_starters
         ],
-        "ModelActivate": (
-            alias.model_activate.model_dump() if alias.model_activate else None
-        ),
     }
+    if alias.model_activate is not None:
+        item["ModelActivate"] = alias.model_activate.model_dump()
 
     response = table.put_item(Item=item)
     return response
 
 
-def update_bot_model_activate(user_id: str, bot: BotModel):
-    """Update bot model activate."""
-    table = _get_table_client(user_id)
-    logger.info(f"Updating bot model activate: {bot.id}")
-
-    try:
-        response = table.update_item(
-            Key={"PK": user_id, "SK": compose_bot_alias_id(user_id, bot.id)},
-            UpdateExpression="SET ModelActivate = :val",
-            ExpressionAttributeValues={
-                ":val": bot.model_activate.model_dump() if bot.model_activate else None
-            },
-            ConditionExpression="attribute_exists(PK) AND attribute_exists(SK)",
-        )
-        print(f"update_bot_model_activate response: {response}")
-    except ClientError as e:
-        if e.response["Error"]["Code"] == "ConditionalCheckFailedException":
-            raise RecordNotFoundError(f"Alias with id {bot.id} not found")
-        else:
-            raise e
-
-    return response
-
-
 def update_bot_last_used_time(user_id: str, bot_id: str):
     """Update last used time for bot."""
     table = _get_table_client(user_id)
@@ -521,11 +496,7 @@ def find_private_bot_by_id(user_id: str, bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=(
-            ModelActivateModel(**item["ModelActivate"])
-            if "ModelActivate" in item
-            else None
-        ),
+        model_activate=ModelActivateModel.create(item.get("ModelActivate")),
     )
 
     logger.info(f"Found bot: {bot}")
@@ -605,11 +576,7 @@ def find_public_bot_by_id(bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=(
-            ModelActivateModel(**item["ModelActivate"])
-            if "ModelActivate" in item
-            else None
-        ),
+        model_activate=ModelActivateModel.create(item.get("ModelActivate")),
     )
     logger.info(f"Found public bot: {bot}")
     return bot
@@ -639,7 +606,7 @@ def find_alias_by_id(user_id: str, alias_id: str) -> BotAliasModel:
         has_knowledge=item["HasKnowledge"],
         has_agent=item.get("HasAgent", False),
         conversation_quick_starters=item.get("ConversationQuickStarters", []),
-        model_activate=item.get("ModelActivate", None),
+        model_activate=ModelActivateModel.create(item.get("ModelActivate")),
     )
 
     logger.info(f"Found alias: {bot}")
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index d2a69bb4e..240e14e89 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -1,9 +1,31 @@
-from typing import Optional
+from typing import Optional, get_args, Dict, Any
 from app.repositories.models.common import Float
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import type_sync_status
-from pydantic import BaseModel
+from pydantic import BaseModel, Field, ConfigDict
+from app.routes.schemas.conversation import type_model_name
+
+
+class ModelActivateModel(BaseModel):
+    claude_instant_v1: bool = True
+    claude_v2: bool = True
+    claude_v3_sonnet: bool = True
+    claude_v3_5_sonnet: bool = True
+    claude_v3_5_sonnet_v2: bool = True
+    claude_v3_5_haiku: bool = True
+    claude_v3_haiku: bool = True
+    claude_v3_opus: bool = True
+    mistral_7b_instruct: bool = True
+    mistral_large: bool = True
+    mixtral_8x7b_instruct: bool = True
+
+    @classmethod
+    def create(cls, data: Dict[str, Any] | None = None) -> "ModelActivateModel":
+        """Factory method to create an instance with optional data."""
+        if data is None:
+            return cls()
+        return cls(**data)
 
 
 class KnowledgeModel(BaseModel):
@@ -55,21 +77,6 @@ class ConversationQuickStarterModel(BaseModel):
     example: str
 
 
-class ModelActivateModel(BaseModel):
-    # Claude models
-    claude3_sonnet_v1: Optional[bool] = None
-    claude3_haiku_v1: Optional[bool] = None
-    claude3_opus_v1: Optional[bool] = None
-    claude3_5_sonnet_v1: Optional[bool] = None
-    claude3_5_sonnet_v2: Optional[bool] = None
-    claude3_5_haiku_v1: Optional[bool] = None
-
-    # Mistral models
-    mistral7b: Optional[bool] = None
-    mistral8x7b: Optional[bool] = None
-    mistralLarge: Optional[bool] = None
-
-
 class BotModel(BaseModel):
     id: str
     title: str
@@ -94,7 +101,7 @@ class BotModel(BaseModel):
     conversation_quick_starters: list[ConversationQuickStarterModel]
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None
     bedrock_guardrails: BedrockGuardrailsModel | None
-    model_activate: ModelActivateModel | None
+    model_activate: ModelActivateModel
 
     def has_knowledge(self) -> bool:
         return (
@@ -108,7 +115,10 @@ def is_agent_enabled(self) -> bool:
         return len(self.agent.tools) > 0
 
     def has_bedrock_knowledge_base(self) -> bool:
-        return self.bedrock_knowledge_base is not None
+        return (
+            self.bedrock_knowledge_base is not None
+            and self.bedrock_knowledge_base.knowledge_base_id is not None
+        )
 
 
 class BotAliasModel(BaseModel):
@@ -123,7 +133,7 @@ class BotAliasModel(BaseModel):
     has_knowledge: bool
     has_agent: bool
     conversation_quick_starters: list[ConversationQuickStarterModel]
-    model_activate: ModelActivateModel | None
+    model_activate: ModelActivateModel
 
 
 class BotMeta(BaseModel):
diff --git a/backend/app/routes/bot.py b/backend/app/routes/bot.py
index 9b1cbe044..5c3446de8 100644
--- a/backend/app/routes/bot.py
+++ b/backend/app/routes/bot.py
@@ -1,4 +1,4 @@
-from typing import Literal
+from typing import Literal, Dict, Any
 
 from app.dependencies import check_creating_bot_allowed
 from app.repositories.custom_bot import (
@@ -24,6 +24,7 @@
     Knowledge,
     ModelActivateOutput,
 )
+from app.routes.schemas.conversation import type_model_name
 from app.usecases.bot import (
     create_new_bot,
     fetch_all_bots,
@@ -153,11 +154,7 @@ def get_private_bot(request: Request, bot_id: str):
             if bot.bedrock_guardrails
             else None
         ),
-        model_activate=(
-            ModelActivateOutput(**bot.model_activate.model_dump())
-            if bot.model_activate
-            else None
-        ),
+        model_activate=(ModelActivateOutput(**bot.model_activate.model_dump())),
     )
     return output
 
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index dab4aae16..28bafbdc4 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -1,17 +1,24 @@
 from __future__ import annotations
 
-from typing import TYPE_CHECKING, Literal, Optional
-
+from typing import (
+    TYPE_CHECKING,
+    Literal,
+    Optional,
+)
+from pydantic import (
+    Field,
+    validator,
+)
 from app.routes.schemas.base import BaseSchema
 from app.routes.schemas.bot_guardrails import (
     BedrockGuardrailsInput,
     BedrockGuardrailsOutput,
 )
+from app.routes.schemas.conversation import type_model_name
 from app.routes.schemas.bot_kb import (
     BedrockKnowledgeBaseInput,
     BedrockKnowledgeBaseOutput,
 )
-from pydantic import Field, root_validator, validator
 
 if TYPE_CHECKING:
     from app.repositories.models.custom_bot import BotModel
@@ -28,34 +35,37 @@
 ]
 
 
+# Create concrete classes
 class ModelActivateInput(BaseSchema):
-    # Claude models
-    claude3_sonnet_v1: bool | None
-    claude3_haiku_v1: bool | None
-    claude3_opus_v1: bool | None
-    claude3_5_sonnet_v1: bool | None
-    claude3_5_sonnet_v2: bool | None
-    claude3_5_haiku_v1: bool | None
+    """Model activation input schema with fields matching type_model_name"""
 
-    # Mistral models
-    mistral7b: bool | None
-    mistral8x7b: bool | None
-    mistralLarge: bool | None
+    claude_instant_v1: bool = True
+    claude_v2: bool = True
+    claude_v3_sonnet: bool = True
+    claude_v3_5_sonnet: bool = True
+    claude_v3_5_sonnet_v2: bool = True
+    claude_v3_5_haiku: bool = True
+    claude_v3_haiku: bool = True
+    claude_v3_opus: bool = True
+    mistral_7b_instruct: bool = True
+    mistral_large: bool = True
+    mixtral_8x7b_instruct: bool = True
 
 
 class ModelActivateOutput(BaseSchema):
-    # Claude models
-    claude3_sonnet_v1: bool | None
-    claude3_haiku_v1: bool | None
-    claude3_opus_v1: bool | None
-    claude3_5_sonnet_v1: bool | None
-    claude3_5_sonnet_v2: bool | None
-    claude3_5_haiku_v1: bool | None
+    """Model activation output schema with fields matching type_model_name"""
 
-    # Mistral models
-    mistral7b: bool | None
-    mistral8x7b: bool | None
-    mistralLarge: bool | None
+    claude_instant_v1: bool = True
+    claude_v2: bool = True
+    claude_v3_sonnet: bool = True
+    claude_v3_5_sonnet: bool = True
+    claude_v3_5_sonnet_v2: bool = True
+    claude_v3_5_haiku: bool = True
+    claude_v3_haiku: bool = True
+    claude_v3_opus: bool = True
+    mistral_7b_instruct: bool = True
+    mistral_large: bool = True
+    mixtral_8x7b_instruct: bool = True
 
 
 class GenerationParams(BaseSchema):
@@ -132,7 +142,7 @@ class BotInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput | None = None
+    model_activate: ModelActivateInput
 
 
 class BotModifyInput(BaseSchema):
@@ -146,7 +156,7 @@ class BotModifyInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput | None = None
+    model_activate: ModelActivateInput
 
     def _has_update_files(self) -> bool:
         return self.knowledge is not None and (
@@ -260,7 +270,7 @@ class BotModifyOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput | None
+    model_activate: ModelActivateOutput
 
 
 class BotOutput(BaseSchema):
@@ -284,7 +294,7 @@ class BotOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput | None
+    model_activate: ModelActivateOutput
 
 
 class BotMetaOutput(BaseSchema):
@@ -315,7 +325,7 @@ class BotSummaryOutput(BaseSchema):
     sync_status: type_sync_status
     has_knowledge: bool
     conversation_quick_starters: list[ConversationQuickStarter]
-    model_activate: ModelActivateOutput | None
+    model_activate: ModelActivateOutput
 
 
 class BotSwitchVisibilityInput(BaseSchema):
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index 08134f12f..43bc7c535 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -25,7 +25,6 @@
     update_bot,
     update_bot_last_used_time,
     update_bot_pin_status,
-    update_bot_model_activate,
 )
 from app.repositories.models.custom_bot import (
     AgentModel,
@@ -53,6 +52,7 @@
     GenerationParams,
     Knowledge,
     type_sync_status,
+    ModelActivateInput,
     ModelActivateOutput,
 )
 from app.routes.schemas.bot_guardrails import BedrockGuardrailsOutput
@@ -206,11 +206,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
                 if bot_input.bedrock_guardrails
                 else None
             ),
-            model_activate=(
-                ModelActivateModel(**bot_input.model_activate.model_dump())
-                if bot_input.model_activate
-                else None
-            ),
+            model_activate=ModelActivateModel(**bot_input.model_activate.model_dump()),
         ),
     )
     return BotOutput(
@@ -263,11 +259,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
             if bot_input.bedrock_guardrails
             else None
         ),
-        model_activate=(
-            ModelActivateOutput(**bot_input.model_activate.model_dump())
-            if bot_input.model_activate
-            else None
-        ),
+        model_activate=ModelActivateOutput(**bot_input.model_activate.model_dump()),
     )
 
 
@@ -374,11 +366,7 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=(
-            ModelActivateModel(**modify_input.model_activate.model_dump())
-            if modify_input.model_activate
-            else None
-        ),
+        model_activate=ModelActivateModel(**modify_input.model_activate.model_dump()),
     )
 
     return BotModifyOutput(
@@ -422,11 +410,7 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=(
-            ModelActivateOutput(**modify_input.model_activate.model_dump())
-            if modify_input.model_activate
-            else None
-        ),
+        model_activate=ModelActivateOutput(**modify_input.model_activate.model_dump()),
     )
 
 
@@ -528,6 +512,7 @@ def fetch_all_bots_by_user_id(
                     ConversationQuickStarter(**starter)
                     for starter in item.get("ConversationQuickStarters", [])
                 ]
+                or bot.model_activate != item["ModelActivate"]
             ):
                 # Update alias to the latest original bot
                 store_alias(
@@ -545,7 +530,7 @@ def fetch_all_bots_by_user_id(
                         has_knowledge=bot.has_knowledge(),
                         has_agent=bot.is_agent_enabled(),
                         conversation_quick_starters=bot.conversation_quick_starters,
-                        model_activate=bot.model_activate,
+                        model_activate=ModelActivateModel(**bot.model_activate.model_dump()),
                     ),
                 )
 
@@ -642,11 +627,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=(
-                ModelActivateOutput(**bot.model_activate.model_dump())
-                if bot.model_activate
-                else None
-            ),
+            model_activate=ModelActivateOutput(**bot.model_activate.model_dump()),
         )
 
     except RecordNotFoundError:
@@ -657,7 +638,6 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
 
         # update bot model activate if alias is found.
         bot = find_public_bot_by_id(bot_id)
-        update_bot_model_activate(user_id, bot)
 
         return BotSummaryOutput(
             id=alias.id,
@@ -682,12 +662,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     for starter in alias.conversation_quick_starters
                 ]
             ),
-            # Update with bot.model_activate parameters
-            model_activate=(
-                ModelActivateOutput(**bot.model_activate.model_dump())
-                if bot.model_activate
-                else None
-            ),
+            model_activate=ModelActivateOutput(**alias.model_activate.model_dump()),
         )
     except RecordNotFoundError:
         pass
@@ -717,11 +692,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     )
                     for starter in bot.conversation_quick_starters
                 ],
-                model_activate=(
-                    ModelActivateModel(**bot.model_activate.model_dump())
-                    if bot.model_activate
-                    else None
-                ),
+                model_activate=ModelActivateModel(**bot.model_activate.model_dump()),
             ),
         )
         return BotSummaryOutput(
@@ -743,11 +714,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=(
-                ModelActivateOutput(**bot.model_activate.model_dump())
-                if bot.model_activate
-                else None
-            ),
+            model_activate=ModelActivateOutput(**bot.model_activate.model_dump()),
         )
     except RecordNotFoundError:
         raise RecordNotFoundError(
diff --git a/backend/app/usecases/chat.py b/backend/app/usecases/chat.py
index b81f3a022..182e7ed22 100644
--- a/backend/app/usecases/chat.py
+++ b/backend/app/usecases/chat.py
@@ -577,7 +577,10 @@ def fetch_related_documents(
         return None
 
     # Check if bot has a properly configured knowledge base
-    if not bot.bedrock_knowledge_base or not bot.bedrock_knowledge_base.knowledge_base_id:
+    if (
+        not bot.bedrock_knowledge_base
+        or not bot.bedrock_knowledge_base.knowledge_base_id
+    ):
         logger.warning("Bot does not have a properly configured Bedrock Knowledge Base")
         return []
 
diff --git a/backend/app/vector_search.py b/backend/app/vector_search.py
index bc756e162..0adb78849 100644
--- a/backend/app/vector_search.py
+++ b/backend/app/vector_search.py
@@ -77,7 +77,10 @@ def get_source_link(source: str) -> tuple[Literal["s3", "url"], str]:
 
 
 def _bedrock_knowledge_base_search(bot: BotModel, query: str) -> list[SearchResult]:
-    if not bot.bedrock_knowledge_base or not bot.bedrock_knowledge_base.knowledge_base_id:
+    if (
+        not bot.bedrock_knowledge_base
+        or not bot.bedrock_knowledge_base.knowledge_base_id
+    ):
         logger.warning("Bedrock Knowledge Base or Knowledge Base ID is not configured")
         return []
 
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 0419831f9..4dd4228b8 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -13,13 +13,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.6.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
-    {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
+    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
+    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
 ]
 
 [package.dependencies]
@@ -28,7 +28,7 @@ sniffio = ">=1.1"
 
 [package.extras]
 doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -99,17 +99,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.35.37"
+version = "1.35.70"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "boto3-1.35.70.tar.gz", hash = "sha256:121dce8c7102eea6a6047d46bcd74e8a24dac793a4a3857de4f4bad9c12566fd"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.37,<1.36.0"
+botocore = ">=1.35.70,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -118,13 +118,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.37"
+version = "1.35.70"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -146,85 +146,6 @@ files = [
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-
-[package.dependencies]
-pycparser = "*"
-
 [[package]]
 name = "charset-normalizer"
 version = "3.4.0"
@@ -364,55 +285,6 @@ files = [
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 version = "5.1.1"
@@ -426,18 +298,18 @@ files = [
 
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 name = "duckduckgo-search"
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 description = "Search for words, documents, images, news, maps and text translation using the DuckDuckGo.com search engine."
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-]
-
 [[package]]
 name = "requests"
 version = "2.32.3"
@@ -1088,25 +772,6 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
-[[package]]
-name = "responses"
-version = "0.25.3"
-description = "A utility library for mocking out the `requests` Python library."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "responses-0.25.3-py3-none-any.whl", hash = "sha256:521efcbc82081ab8daa588e08f7e8a64ce79b91c39f6e62199b19159bea7dbcb"},
-    {file = "responses-0.25.3.tar.gz", hash = "sha256:617b9247abd9ae28313d57a75880422d55ec63c29d33d629697590a034358dba"},
-]
-
-[package.dependencies]
-pyyaml = "*"
-requests = ">=2.30.0,<3.0"
-urllib3 = ">=1.25.10,<3.0"
-
-[package.extras]
-tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-PyYAML", "types-requests"]
-
 [[package]]
 name = "retry"
 version = "0.9.2"
@@ -1138,13 +803,13 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3transfer"
-version = "0.10.3"
+version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "s3transfer-0.10.3-py3-none-any.whl", hash = "sha256:263ed587a5803c6c708d3ce44dc4dfedaab4c1a32e8329bab818933d79ddcf5d"},
-    {file = "s3transfer-0.10.3.tar.gz", hash = "sha256:4f50ed74ab84d474ce614475e0b8d5047ff080810aac5d01ea25231cfc944b0c"},
+    {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
+    {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
 ]
 
 [package.dependencies]
@@ -1191,13 +856,13 @@ files = [
 
 [[package]]
 name = "starlette"
-version = "0.40.0"
+version = "0.41.3"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.40.0-py3-none-any.whl", hash = "sha256:c494a22fae73805376ea6bf88439783ecfba9aac88a43911b48c653437e784c4"},
-    {file = "starlette-0.40.0.tar.gz", hash = "sha256:1a3139688fb298ce5e2d661d37046a66ad996ce94be4d4983be019a23a04ea35"},
+    {file = "starlette-0.41.3-py3-none-any.whl", hash = "sha256:44cedb2b7c77a9de33a8b74b2b90e9f50d11fcf25d8270ea525ad71a25374ff7"},
+    {file = "starlette-0.41.3.tar.gz", hash = "sha256:0e4ab3d16522a255be6b28260b938eae2482f98ce5cc934cb08dce8dc3ba5835"},
 ]
 
 [package.dependencies]
@@ -1223,13 +888,13 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20240914"
+version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.32.0.20240914.tar.gz", hash = "sha256:2850e178db3919d9bf809e434eef65ba49d0e7e33ac92d588f4a5e295fffd405"},
-    {file = "types_requests-2.32.0.20240914-py3-none-any.whl", hash = "sha256:59c2f673eb55f32a99b2894faf6020e1a9f4a402ad0f192bfee0b64469054310"},
+    {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
+    {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
 ]
 
 [package.dependencies]
@@ -1276,13 +941,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.23.2"
+version = "0.32.1"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"},
-    {file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"},
+    {file = "uvicorn-0.32.1-py3-none-any.whl", hash = "sha256:82ad92fd58da0d12af7482ecdb5f2470a04c9c9a53ced65b9bbb4a205377602e"},
+    {file = "uvicorn-0.32.1.tar.gz", hash = "sha256:ee9519c246a72b1c084cea8d3b44ed6026e78a4a309cbedae9c37e4cb9fbb175"},
 ]
 
 [package.dependencies]
@@ -1290,37 +955,9 @@ click = ">=7.0"
 h11 = ">=0.8"
 
 [package.extras]
-standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
-
-[[package]]
-name = "werkzeug"
-version = "3.1.3"
-description = "The comprehensive WSGI web application library."
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
-    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
-]
-
-[package.dependencies]
-MarkupSafe = ">=2.1.1"
-
-[package.extras]
-watchdog = ["watchdog (>=2.3)"]
-
-[[package]]
-name = "xmltodict"
-version = "0.14.2"
-description = "Makes working with XML feel like you are working with JSON"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
-    {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
-]
+standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.13"
-content-hash = "7784d4fc73f13cb7a77814808ca2dc2120cc41613239827e16816d1805e9280b"
+content-hash = "c3a4705bee027f05c7df8b2b4030f2e18d259b583f3400a591466d182fe25e70"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 8f978c7a1..5f5e3b584 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -19,7 +19,6 @@ langdetect = "^1.0.9"
 retry = ">=0.9.2,<1"
 types-retry = ">=0.9.9.4,<1"
 duckduckgo-search = "^6.1.4"
-moto = "^5.0.21"
 
 [tool.poetry.group.dev.dependencies]
 mypy = "^1.10.0"
diff --git a/frontend/src/@types/bot.d.ts b/frontend/src/@types/bot.d.ts
index 3959e823f..803af3b24 100644
--- a/frontend/src/@types/bot.d.ts
+++ b/frontend/src/@types/bot.d.ts
@@ -1,20 +1,9 @@
 import { BedrockKnowledgeBase } from '../features/knowledgeBase/types';
-
+import { Model } from './conversation'
 export type BotKind = 'private' | 'mixed';
 
-export type ModelActivate = {
-  // # Claude models
-  claude3SonnetV1?: boolean;
-  claude3HaikuV1?: boolean;
-  claude3OpusV1?: boolean;
-  claude35SonnetV1?: boolean;
-  claude35SonnetV2?: boolean;
-  claude35HaikuV1?: boolean;
-
-  // Mistral models
-  mistral7b?: boolean
-  mistral8x7b?: boolean
-  mistralLarge?: boolean
+type ModelActivate = {
+  [key: string]: boolean;
 };
 
 export type BotMeta = {
@@ -118,7 +107,7 @@ export type RegisterBotRequest = {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails?: GuardrailsParams;
   bedrockKnowledgeBase?: BedrockKnowledgeBase;
-  modelActivate?: ModelActivate;
+  modelActivate: ModelActivate;
 };
 
 export type RegisterBotResponse = BotDetails;
@@ -134,7 +123,7 @@ export type UpdateBotRequest = {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails?: GuardrailsParams;
   bedrockKnowledgeBase?: BedrockKnowledgeBase;
-  modelActivate?: ModelActivate;
+  modelActivate: ModelActivate;
 };
 
 export type UpdateBotResponse = {
diff --git a/frontend/src/@types/conversation.d.ts b/frontend/src/@types/conversation.d.ts
index f4729903b..f625ea2df 100644
--- a/frontend/src/@types/conversation.d.ts
+++ b/frontend/src/@types/conversation.d.ts
@@ -11,6 +11,7 @@ export type Model =
   | 'mistral-7b-instruct'
   | 'mixtral-8x7b-instruct'
   | 'mistral-large';
+
 export type Content = {
   contentType: 'text' | 'image' | 'attachment';
   mediaType?: string;
diff --git a/frontend/src/components/SwitchBedrockModel.stories.tsx b/frontend/src/components/SwitchBedrockModel.stories.tsx
index daf677651..13395ed3a 100644
--- a/frontend/src/components/SwitchBedrockModel.stories.tsx
+++ b/frontend/src/components/SwitchBedrockModel.stories.tsx
@@ -1,10 +1,8 @@
 import SwitchBedrockModel from './SwitchBedrockModel';
+import { MODEL_KEYS } from '../constants'
+import { ModelActivate } from '../@types/bot';
 
-export const Ideal = () => <SwitchBedrockModel modelActivate={{
-  claude3SonnetV1: true,
-  claude3HaikuV1: true,
-  claude35SonnetV1: true,
-  claude35SonnetV2: true,
-  claude35HaikuV1: true,
-  claude3OpusV1: true,
-}}/>;
+export const Ideal = () => <SwitchBedrockModel modelActivate={Object.fromEntries(
+  MODEL_KEYS.map(key => [key, true])
+) as ModelActivate
+}/>;
diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index 14d60e7f2..3030df7d7 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -2,7 +2,7 @@ import { BaseProps } from '../@types/common';
 import useModel from '../hooks/useModel';
 import { Popover, Transition } from '@headlessui/react';
 import { Fragment } from 'react/jsx-runtime';
-import { useMemo, useEffect } from 'react';
+import { useMemo } from 'react';
 import { PiCaretDown, PiCheck } from 'react-icons/pi';
 import { ModelActivate } from '../@types/bot';
 
@@ -16,8 +16,10 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
 
   const availableModels = useMemo(() => {
     return allModels.filter(model => {
-      const key = model.modelActivateKey as keyof ModelActivate;
-      return props.modelActivate[key] === true;
+      if (props.modelActivate) {
+        return props.modelActivate[model.modelId] === true;
+      }
+      return true;
     });
   }, [allModels, props.modelActivate]);
 
@@ -25,11 +27,6 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
     return availableModels.find((model) => model.modelId === modelId)?.label ?? '';
   }, [availableModels, modelId]);
 
-  useEffect(() => {
-    if (availableModels.length > 0 && !availableModels.some(m => m.modelId === modelId)) {
-      setModelId(availableModels[0].modelId);
-    }
-  }, [availableModels, modelId, setModelId]);
 
   return (
     <div className="">
diff --git a/frontend/src/constants/index.ts b/frontend/src/constants/index.ts
index fcd74f39f..dba0adcf5 100644
--- a/frontend/src/constants/index.ts
+++ b/frontend/src/constants/index.ts
@@ -1,4 +1,5 @@
 import { GenerationParams } from '../@types/bot';
+import { Model } from '../@types/conversation';
 
 export const EDGE_GENERATION_PARAMS = {
   maxTokens: {
@@ -100,3 +101,17 @@ export const GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD = {
   MIN: 0,
   STEP: 0.01,
 };
+
+export const MODEL_KEYS: Model[] = [
+  'claude-instant-v1',
+  'claude-v2',
+  'claude-v3-opus',
+  'claude-v3-sonnet',
+  'claude-v3.5-sonnet',
+  'claude-v3.5-sonnet-v2',
+  'claude-v3-haiku',
+  'claude-v3.5-haiku',
+  'mistral-7b-instruct',
+  'mixtral-8x7b-instruct',
+  'mistral-large'
+];
\ No newline at end of file
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index 7bda7c988..fe777d813 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -46,6 +46,7 @@ import {
 import {
   GUARDRAILS_FILTERS_THRESHOLD,
   GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD,
+  MODEL_KEYS
 } from '../../../constants';
 import {
   ChunkingStrategy,
@@ -58,7 +59,9 @@ import {
   SearchType,
   WebCrawlingScope,
 } from '../types';
-
+import { 
+  toCamelCase
+} from '../../../utils/StringUtils';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
@@ -136,19 +139,13 @@ const BotKbEditPage: React.FC = () => {
     excludePatterns: [''],
   });
 
-  const [modelActivate, setModelActivate] = useState<ModelActivate>({
-    // Claude models
-    claude3SonnetV1: true,
-    claude3HaikuV1: true,
-    claude3OpusV1: true,
-    claude35SonnetV1: true,
-    claude35SonnetV2: true,
-    claude35HaikuV1: true,
-
-    // Mistral models
-    mistral7b: true,
-    mistral8x7b: true,
-    mistralLarge: true,
+  const [modelActivate, setModelActivate] = useState<ModelActivate>(() => {
+    const initialState = MODEL_KEYS.reduce((acc, key) => {
+      acc[toCamelCase(key)] = true;
+      return acc;
+    }, {} as ModelActivate);
+    console.log("Initial modelActivate:", initialState);
+    return initialState;
   });
 
   const modelActivateOptions: {
@@ -159,42 +156,42 @@ const BotKbEditPage: React.FC = () => {
       ?
         [
           {
-            key: 'mistral7b',
+            key: 'mistral-7b-instruct',
             label: t('model.mistral7b.label')
           },
           {
-            key: 'mistral8x7b',
+            key: 'mixtral-8x7b-instruct',
             label: t('model.mistral8x7b.label')
           },
           {
-            key: 'mistralLarge',
+            key: 'mistral-large',
             label: t('model.mistralLarge.label')
           }
         ]
       :
         [
           {
-            key: 'claude3SonnetV1',
+            key: 'claude-v3-sonnet',
             label: t('model.sonnet3.label')
           },
           {
-            key: 'claude3HaikuV1',
+            key: 'claude-v3-haiku',
             label: t("model.haiku3.label")
           },
           {
-            key: 'claude3OpusV1',
+            key: 'claude-v3-opus',
             label: t("model.opus3.label")
           },
           {
-            key: 'claude35SonnetV1',
+            key: 'claude-v3.5-sonnet',
             label: t('model.sonnet3-5.label')
           },
           {
-            key: 'claude35SonnetV2',
+            key: 'claude-v3.5-sonnet-v2',
             label: t('model.sonnet3-5-v2.label')
           },
           {
-            key: 'claude35HaikuV1',
+            key: 'claude-v3.5-haiku',
             label: t('model.haiku3-5.label')
           }
         ]
@@ -560,7 +557,7 @@ const BotKbEditPage: React.FC = () => {
             includePatterns: bot.bedrockKnowledgeBase.webCrawlingFilters?.includePatterns || [''],
             excludePatterns: bot.bedrockKnowledgeBase.webCrawlingFilters?.excludePatterns || [''],
           });
-          setModelActivate(bot.modelActivate)
+          setModelActivate(bot.modelActivate);
         })
         .finally(() => {
           setIsLoading(false);
@@ -577,11 +574,10 @@ const BotKbEditPage: React.FC = () => {
 
   const onChangeModelActivate = useCallback(
     (key: string, value: boolean) => {
-      setModelActivate(prevState => {
-        const newState = {
-          ...prevState,
-          [key]: value
-        };
+      setModelActivate((prevState) => {
+        const camelKey = toCamelCase(key);
+        const newState = { ...prevState };
+        newState[camelKey] = value;
         return newState;
       });
     },
@@ -2309,7 +2305,7 @@ const BotKbEditPage: React.FC = () => {
                     {modelActivateOptions.map(({ key, label }) => (
                       <div key={key} className="flex items-center gap-2">
                         <Toggle
-                          value={modelActivate[key as keyof ModelActivate] ?? false}
+                          value={modelActivate[toCamelCase(key) as keyof ModelActivate] ?? true}
                           onChange={(value) => onChangeModelActivate(key, value)}
                         />
                         <span>{label}</span>
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 668fa436f..799426754 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -4,6 +4,10 @@ import { useEffect, useMemo, useCallback, useRef, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import useLocalStorage from './useLocalStorage';
 import { ModelActivate } from '../@types/bot';
+import { MODEL_KEYS } from '../constants';
+import { 
+  toCamelCase
+} from '../utils/StringUtils';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
@@ -41,6 +45,22 @@ const usePreviousBotId = (botId: string | null | undefined) => {
 };
 
 const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
+  const processedModelActivate = useMemo(() => {
+    // Early return if modelActivate is provided and not empty
+    if (modelActivate && Object.keys(modelActivate).length > 0) {
+      return modelActivate;
+    }
+
+    // Create a new object with all models set to true
+    return MODEL_KEYS.reduce((acc, model) => {
+      // Optimize string replacement by doing it in one operation
+      acc[toCamelCase(model)] = true;
+      return acc;
+    }, {} as ModelActivate);
+    
+  }, [modelActivate]);
+
+
   const { t } = useTranslation();
   const previousBotId = usePreviousBotId(botId);
 
@@ -50,7 +70,6 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
       label: string;
       supportMediaType: string[];
       description?: string;
-      modelActivateKey: string;
     }[]
   >(() => {
     return !MISTRAL_ENABLED
@@ -60,42 +79,36 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
             label: t('model.haiku3.label'),
             description: t('model.haiku3.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
-            modelActivateKey: 'claude3HaikuV1',
           },
           {
             modelId: 'claude-v3.5-haiku',
             label: t('model.haiku3-5.label'),
             description: t('model.haiku3-5.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
-            modelActivateKey: 'claude35HaikuV1'
           },
           {
             modelId: 'claude-v3-sonnet',
             label: t('model.sonnet3.label'),
             description: t('model.sonnet3.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
-            modelActivateKey: 'claude3SonnetV1'
           },
           {
             modelId: 'claude-v3.5-sonnet',
             label: t('model.sonnet3-5.label'),
             description: t('model.sonnet3-5.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
-            modelActivateKey: 'claude35SonnetV1'
           },
           {
             modelId: 'claude-v3.5-sonnet-v2',
             label: t('model.sonnet3-5-v2.label'),
             description: t('model.sonnet3-5-v2.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
-            modelActivateKey: 'claude35SonnetV2'
           },
           {
             modelId: 'claude-v3-opus',
             label: t('model.opus3.label'),
             description: t('model.opus3.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
-            modelActivateKey: 'claude3OpusV1'
           },
         ]
       : [
@@ -103,19 +116,16 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
             modelId: 'mistral-7b-instruct',
             label: t('model.mistral7b.label'),
             supportMediaType: [],
-            modelActivateKey: 'mistral7b'
           },
           {
             modelId: 'mixtral-8x7b-instruct',
             label: t('model.mistral8x7b.label'),
             supportMediaType: [],
-            modelActivateKey: 'mistral8x7b'
           },
           {
             modelId: 'mistral-large',
             label: t('model.mistralLarge.label'),
             supportMediaType: [],
-            modelActivateKey: 'mistralLarge'
           },
         ];
   }, [t]);
@@ -137,18 +147,14 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
   useEffect(() => {
     if (MISTRAL_ENABLED) {
       setFilteredModels(availableModels)
-    } else if (modelActivate !== undefined) {
+    } else if (processedModelActivate) {
       const filtered = availableModels.filter(model => {
-        const key = model.modelActivateKey as keyof ModelActivate;
-        if (modelActivate) {
-          return modelActivate[key] === true;
-        } else {
-          return true;
-        }
+        const key = model.modelId as keyof ModelActivate;
+        return processedModelActivate[key] !== false;
       });
       setFilteredModels(filtered);
     }
-  }, [modelActivate, availableModels]);
+  }, [processedModelActivate, availableModels]);
 
   const getDefaultModel = useCallback(() => {
     // check default model is available
@@ -162,12 +168,12 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
 
   // select the model via list of modelActivate 
   const selectModel = useCallback((targetModelId: Model) => {
-    const model = filteredModels.find(m => m.modelId === targetModelId);
-    return model ? targetModelId : getDefaultModel();
+    const modelExists = filteredModels.some(m => m.modelId === targetModelId);
+    return modelExists ? targetModelId : getDefaultModel();
   }, [filteredModels, getDefaultModel]);
 
   useEffect(() => {
-    if (modelActivate === undefined) {return}
+    if (processedModelActivate === undefined) {return}
 
     // botId is changed
     if (previousBotId !== botId) {
@@ -201,13 +207,13 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
     }else{
       // Processing when botId and previousBotID are the same, but there is an update in FilteredModels
       if (botId) {
-        const lastModelAvailable = filteredModels.some(m => m.modelId === recentUseModelId);
+        const lastModelAvailable = filteredModels.some(m => m.modelId === recentUseModelId || m.modelId === botModelId );
         if (!lastModelAvailable) {
           setModelId(selectModel(getDefaultModel()));
         }
       }
     }
-  }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel, modelActivate]);
+  }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel, processedModelActivate]);
 
   const model = useMemo(() => {
     return filteredModels.find((model) => model.modelId === modelId);
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 4e99a7b9d..98fd38920 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -48,26 +48,18 @@ import {
   PutFeedbackRequest,
 } from '../@types/conversation';
 import { convertThinkingLogToAgentToolProps } from '../features/agent/utils/AgentUtils';
+import {
+  MODEL_KEYS
+} from '../constants';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
 
 // Default model activation settings when no bot is selected
 const defaultModelActivate: ModelActivate = (() => {
-  return MISTRAL_ENABLED 
-    ? {
-        mistral7b: true,
-        mistral8x7b: true,
-        mistralLarge: true,
-      }
-    : {
-        claude3SonnetV1: true,
-        claude3HaikuV1: true,
-        claude35SonnetV1: true,
-        claude35SonnetV2: true,
-        claude35HaikuV1: true,
-        claude3OpusV1: true,
-      };
+  return Object.fromEntries(
+    MODEL_KEYS.map(key => [key, true])
+  ) as ModelActivate;
 })();
 
 const ChatPage: React.FC = () => {
@@ -381,7 +373,11 @@ const ChatPage: React.FC = () => {
   });
 
   const modelActivate = useMemo(() => {
-    return bot?.modelActivate ?? defaultModelActivate;
+    if (!bot) {
+      return defaultModelActivate;
+    }
+    const isModelActivateEmpty = Object.keys(bot?.modelActivate ?? {}).length === 0;
+    return isModelActivateEmpty ? defaultModelActivate : bot.modelActivate;
   }, [bot]);
 
   return (
diff --git a/frontend/src/utils/StringUtils.ts b/frontend/src/utils/StringUtils.ts
new file mode 100644
index 000000000..536f07afa
--- /dev/null
+++ b/frontend/src/utils/StringUtils.ts
@@ -0,0 +1,14 @@
+export const toCamelCase = (str: string): string => {
+  return str
+    .split('-')
+    .map((part, index) => {
+      part = part.replace(/\./g, '');
+      
+      if (index === 0) {
+        return part;
+      } else {
+        return part.charAt(0).toUpperCase() + part.slice(1);
+      }
+    })
+    .join('');
+}
\ No newline at end of file

From a43f57d5d49b8dc6893a1705072dbec3d40a6ca8 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 28 Nov 2024 10:00:57 +0000
Subject: [PATCH 10/34] lint

---
 backend/app/usecases/bot.py  | 4 +++-
 frontend/src/@types/bot.d.ts | 1 -
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index 43bc7c535..b4d8e0183 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -530,7 +530,9 @@ def fetch_all_bots_by_user_id(
                         has_knowledge=bot.has_knowledge(),
                         has_agent=bot.is_agent_enabled(),
                         conversation_quick_starters=bot.conversation_quick_starters,
-                        model_activate=ModelActivateModel(**bot.model_activate.model_dump()),
+                        model_activate=ModelActivateModel(
+                            **bot.model_activate.model_dump()
+                        ),
                     ),
                 )
 
diff --git a/frontend/src/@types/bot.d.ts b/frontend/src/@types/bot.d.ts
index 803af3b24..1a0ab0b6b 100644
--- a/frontend/src/@types/bot.d.ts
+++ b/frontend/src/@types/bot.d.ts
@@ -1,5 +1,4 @@
 import { BedrockKnowledgeBase } from '../features/knowledgeBase/types';
-import { Model } from './conversation'
 export type BotKind = 'private' | 'mixed';
 
 type ModelActivate = {

From c90fb2634f995d064aaba2b91e55ffbe919c341f Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 29 Nov 2024 01:55:07 +0000
Subject: [PATCH 11/34] =?UTF-8?q?=E3=83=A2=E3=83=87=E3=83=AB=E5=90=8D?=
 =?UTF-8?q?=E3=82=92=E5=8B=95=E7=9A=84=E3=81=AB=E8=A8=AD=E5=AE=9A=E3=81=99?=
 =?UTF-8?q?=E3=82=8B?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/repositories/custom_bot.py        | 10 ++--
 backend/app/repositories/models/custom_bot.py | 39 ++++++-------
 backend/app/routes/bot.py                     |  2 +-
 backend/app/routes/schemas/bot.py             | 57 ++++++++-----------
 backend/app/usecases/bot.py                   | 20 +++----
 backend/poetry.lock                           | 16 +++---
 backend/pyproject.toml                        |  2 +-
 7 files changed, 66 insertions(+), 80 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index 1d643e4b9..f0eca7b08 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -113,7 +113,7 @@ def update_bot(
     sync_status: type_sync_status,
     sync_status_reason: str,
     display_retrieved_chunks: bool,
-    model_activate: ModelActivateModel,
+    model_activate: ModelActivateModel, # type: ignore
     conversation_quick_starters: list[ConversationQuickStarterModel],
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None = None,
     bedrock_guardrails: BedrockGuardrailsModel | None = None,
@@ -165,7 +165,7 @@ def update_bot(
 
     if model_activate:
         update_expression += ", ModelActivate = :model_activate"
-        expression_attribute_values[":model_activate"] = model_activate.model_dump()
+        expression_attribute_values[":model_activate"] = model_activate.model_dump() # type: ignore[attr-defined]
 
     try:
         response = table.update_item(
@@ -496,7 +496,7 @@ def find_private_bot_by_id(user_id: str, bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=ModelActivateModel.create(item.get("ModelActivate")),
+        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate")),
     )
 
     logger.info(f"Found bot: {bot}")
@@ -576,7 +576,7 @@ def find_public_bot_by_id(bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=ModelActivateModel.create(item.get("ModelActivate")),
+        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate")),
     )
     logger.info(f"Found public bot: {bot}")
     return bot
@@ -606,7 +606,7 @@ def find_alias_by_id(user_id: str, alias_id: str) -> BotAliasModel:
         has_knowledge=item["HasKnowledge"],
         has_agent=item.get("HasAgent", False),
         conversation_quick_starters=item.get("ConversationQuickStarters", []),
-        model_activate=ModelActivateModel.create(item.get("ModelActivate")),
+        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate")),
     )
 
     logger.info(f"Found alias: {bot}")
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 240e14e89..d0a889890 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -1,31 +1,26 @@
-from typing import Optional, get_args, Dict, Any
+from typing import get_args, Dict, Any, List, Type
 from app.repositories.models.common import Float
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import type_sync_status
-from pydantic import BaseModel, Field, ConfigDict
+from pydantic import BaseModel, ConfigDict, create_model
 from app.routes.schemas.conversation import type_model_name
 
 
-class ModelActivateModel(BaseModel):
-    claude_instant_v1: bool = True
-    claude_v2: bool = True
-    claude_v3_sonnet: bool = True
-    claude_v3_5_sonnet: bool = True
-    claude_v3_5_sonnet_v2: bool = True
-    claude_v3_5_haiku: bool = True
-    claude_v3_haiku: bool = True
-    claude_v3_opus: bool = True
-    mistral_7b_instruct: bool = True
-    mistral_large: bool = True
-    mixtral_8x7b_instruct: bool = True
+class DynamicBaseModel(BaseModel):
+    model_config = ConfigDict(extra="allow")
 
-    @classmethod
-    def create(cls, data: Dict[str, Any] | None = None) -> "ModelActivateModel":
-        """Factory method to create an instance with optional data."""
-        if data is None:
-            return cls()
-        return cls(**data)
+
+def create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
+    fields: Dict[str, Any] = {
+        name.replace("-", "_").replace(".", "_"): (bool, False) for name in model_names
+    }
+    return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
+
+
+ModelActivateModel: Type[BaseModel] = create_model_activate_model(
+    list(get_args(type_model_name))
+)
 
 
 class KnowledgeModel(BaseModel):
@@ -101,7 +96,7 @@ class BotModel(BaseModel):
     conversation_quick_starters: list[ConversationQuickStarterModel]
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None
     bedrock_guardrails: BedrockGuardrailsModel | None
-    model_activate: ModelActivateModel
+    model_activate: ModelActivateModel # type: ignore
 
     def has_knowledge(self) -> bool:
         return (
@@ -133,7 +128,7 @@ class BotAliasModel(BaseModel):
     has_knowledge: bool
     has_agent: bool
     conversation_quick_starters: list[ConversationQuickStarterModel]
-    model_activate: ModelActivateModel
+    model_activate: ModelActivateModel # type: ignore
 
 
 class BotMeta(BaseModel):
diff --git a/backend/app/routes/bot.py b/backend/app/routes/bot.py
index 5c3446de8..506025920 100644
--- a/backend/app/routes/bot.py
+++ b/backend/app/routes/bot.py
@@ -154,7 +154,7 @@ def get_private_bot(request: Request, bot_id: str):
             if bot.bedrock_guardrails
             else None
         ),
-        model_activate=(ModelActivateOutput(**bot.model_activate.model_dump())),
+        model_activate=ModelActivateOutput(**dict(bot.model_activate)),
     )
     return output
 
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index 28bafbdc4..ee130307f 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -4,10 +4,16 @@
     TYPE_CHECKING,
     Literal,
     Optional,
+    List,
+    Dict,
+    Type,
+    get_args,
+    Any,
 )
 from pydantic import (
     Field,
     validator,
+    create_model,
 )
 from app.routes.schemas.base import BaseSchema
 from app.routes.schemas.bot_guardrails import (
@@ -35,37 +41,24 @@
 ]
 
 
-# Create concrete classes
-class ModelActivateInput(BaseSchema):
-    """Model activation input schema with fields matching type_model_name"""
+def create_model_activate_input(model_names: List[str]) -> Type[BaseSchema]:
+    fields: Dict[str, Any] = {
+        name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
+    }
+    return create_model("ModelActivateInput", **fields, __base__=BaseSchema)
 
-    claude_instant_v1: bool = True
-    claude_v2: bool = True
-    claude_v3_sonnet: bool = True
-    claude_v3_5_sonnet: bool = True
-    claude_v3_5_sonnet_v2: bool = True
-    claude_v3_5_haiku: bool = True
-    claude_v3_haiku: bool = True
-    claude_v3_opus: bool = True
-    mistral_7b_instruct: bool = True
-    mistral_large: bool = True
-    mixtral_8x7b_instruct: bool = True
 
+ModelActivateInput = create_model_activate_input(list(get_args(type_model_name)))
 
-class ModelActivateOutput(BaseSchema):
-    """Model activation output schema with fields matching type_model_name"""
 
-    claude_instant_v1: bool = True
-    claude_v2: bool = True
-    claude_v3_sonnet: bool = True
-    claude_v3_5_sonnet: bool = True
-    claude_v3_5_sonnet_v2: bool = True
-    claude_v3_5_haiku: bool = True
-    claude_v3_haiku: bool = True
-    claude_v3_opus: bool = True
-    mistral_7b_instruct: bool = True
-    mistral_large: bool = True
-    mixtral_8x7b_instruct: bool = True
+def create_model_activate_output(model_names: List[str]) -> Type[BaseSchema]:
+    fields: Dict[str, Any] = {
+        name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
+    }
+    return create_model("ModelActivateOutput", **fields, __base__=BaseSchema)
+
+
+ModelActivateOutput = create_model_activate_output(list(get_args(type_model_name)))
 
 
 class GenerationParams(BaseSchema):
@@ -142,7 +135,7 @@ class BotInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput
+    model_activate: ModelActivateInput # type: ignore
 
 
 class BotModifyInput(BaseSchema):
@@ -156,7 +149,7 @@ class BotModifyInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput
+    model_activate: ModelActivateInput # type: ignore
 
     def _has_update_files(self) -> bool:
         return self.knowledge is not None and (
@@ -270,7 +263,7 @@ class BotModifyOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput
+    model_activate: ModelActivateOutput # type: ignore
 
 
 class BotOutput(BaseSchema):
@@ -294,7 +287,7 @@ class BotOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput
+    model_activate: ModelActivateOutput # type: ignore
 
 
 class BotMetaOutput(BaseSchema):
@@ -325,7 +318,7 @@ class BotSummaryOutput(BaseSchema):
     sync_status: type_sync_status
     has_knowledge: bool
     conversation_quick_starters: list[ConversationQuickStarter]
-    model_activate: ModelActivateOutput
+    model_activate: ModelActivateOutput # type: ignore
 
 
 class BotSwitchVisibilityInput(BaseSchema):
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index b4d8e0183..909786cf9 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -206,7 +206,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
                 if bot_input.bedrock_guardrails
                 else None
             ),
-            model_activate=ModelActivateModel(**bot_input.model_activate.model_dump()),
+            model_activate=ModelActivateModel(**dict(bot_input.model_activate)),
         ),
     )
     return BotOutput(
@@ -259,7 +259,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
             if bot_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput(**bot_input.model_activate.model_dump()),
+        model_activate=ModelActivateOutput(**dict(bot_input.model_activate)),
     )
 
 
@@ -366,7 +366,7 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateModel(**modify_input.model_activate.model_dump()),
+        model_activate=ModelActivateOutput(**dict(modify_input.model_activate)),
     )
 
     return BotModifyOutput(
@@ -410,7 +410,7 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput(**modify_input.model_activate.model_dump()),
+        model_activate=ModelActivateOutput(**dict(modify_input.model_activate)),
     )
 
 
@@ -530,9 +530,7 @@ def fetch_all_bots_by_user_id(
                         has_knowledge=bot.has_knowledge(),
                         has_agent=bot.is_agent_enabled(),
                         conversation_quick_starters=bot.conversation_quick_starters,
-                        model_activate=ModelActivateModel(
-                            **bot.model_activate.model_dump()
-                        ),
+                        model_activate=ModelActivateModel(**dict(bot.model_activate)),
                     ),
                 )
 
@@ -629,7 +627,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=ModelActivateOutput(**bot.model_activate.model_dump()),
+            model_activate=ModelActivateOutput(**dict(bot.model_activate)),
         )
 
     except RecordNotFoundError:
@@ -664,7 +662,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     for starter in alias.conversation_quick_starters
                 ]
             ),
-            model_activate=ModelActivateOutput(**alias.model_activate.model_dump()),
+            model_activate=ModelActivateOutput(**dict(alias.model_activate)),
         )
     except RecordNotFoundError:
         pass
@@ -694,7 +692,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     )
                     for starter in bot.conversation_quick_starters
                 ],
-                model_activate=ModelActivateModel(**bot.model_activate.model_dump()),
+                model_activate=ModelActivateOutput(**dict(bot.model_activate)),
             ),
         )
         return BotSummaryOutput(
@@ -716,7 +714,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=ModelActivateOutput(**bot.model_activate.model_dump()),
+            model_activate=ModelActivateOutput(**dict(bot.model_activate)),
         )
     except RecordNotFoundError:
         raise RecordNotFoundError(
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 4dd4228b8..0851d0849 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -99,17 +99,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.35.70"
+version = "1.35.71"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.35.70-py3-none-any.whl", hash = "sha256:ca385708f83f01b3f27d9d675880d2458cb3b40ed1e25da688f551454ed0c112"},
-    {file = "boto3-1.35.70.tar.gz", hash = "sha256:121dce8c7102eea6a6047d46bcd74e8a24dac793a4a3857de4f4bad9c12566fd"},
+    {file = "boto3-1.35.71-py3-none-any.whl", hash = "sha256:e2969a246bb3208122b3c349c49cc6604c6fc3fc2b2f65d99d3e8ccd745b0c16"},
+    {file = "boto3-1.35.71.tar.gz", hash = "sha256:3ed7172b3d4fceb6218bb0ec3668c4d40c03690939c2fca4f22bb875d741a07f"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.70,<1.36.0"
+botocore = ">=1.35.71,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -118,13 +118,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.70"
+version = "1.35.71"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.35.70-py3-none-any.whl", hash = "sha256:ba8a4797cf7c5d9c237e67a62692f5146e895613fd3e6a43b00b66f3a8c7fc73"},
-    {file = "botocore-1.35.70.tar.gz", hash = "sha256:18d1bb505722d9efd50c50719ed8de7284bfe6d3908a9e08756a7646e549da21"},
+    {file = "botocore-1.35.71-py3-none-any.whl", hash = "sha256:fc46e7ab1df3cef66dfba1633f4da77c75e07365b36f03bd64a3793634be8fc1"},
+    {file = "botocore-1.35.71.tar.gz", hash = "sha256:f9fa058e0393660c3fe53c1e044751beb64b586def0bd2212448a7c328b0cbba"},
 ]
 
 [package.dependencies]
@@ -960,4 +960,4 @@ standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.13"
-content-hash = "c3a4705bee027f05c7df8b2b4030f2e18d259b583f3400a591466d182fe25e70"
+content-hash = "bae76d783781663dc3be25d073efb169a937b7af7224b3a54b08fb4bad88d10a"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 5f5e3b584..b89b0d0d0 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -6,7 +6,7 @@ python = ">=3.11,<3.13"
 fastapi = ">=0.109.1,<1"
 requests = "^2.32.0"
 types-requests = "^2.31.0"
-pydantic = "^2.4.0"
+pydantic = "^2.10.2"
 pyhumps = "^3.8.0"
 uvicorn = ">=0.23.1,<1"
 python-ulid = "^1.1.0"

From f12085b32b4152bdecda43f85495c609ab701e32 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 29 Nov 2024 02:28:07 +0000
Subject: [PATCH 12/34] lint

---
 backend/app/repositories/custom_bot.py        |  4 ++--
 backend/app/repositories/models/custom_bot.py |  4 ++--
 backend/app/routes/schemas/bot.py             | 10 +++++-----
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index f0eca7b08..0661493d2 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -113,7 +113,7 @@ def update_bot(
     sync_status: type_sync_status,
     sync_status_reason: str,
     display_retrieved_chunks: bool,
-    model_activate: ModelActivateModel, # type: ignore
+    model_activate: ModelActivateModel,  # type: ignore
     conversation_quick_starters: list[ConversationQuickStarterModel],
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None = None,
     bedrock_guardrails: BedrockGuardrailsModel | None = None,
@@ -165,7 +165,7 @@ def update_bot(
 
     if model_activate:
         update_expression += ", ModelActivate = :model_activate"
-        expression_attribute_values[":model_activate"] = model_activate.model_dump() # type: ignore[attr-defined]
+        expression_attribute_values[":model_activate"] = model_activate.model_dump()  # type: ignore[attr-defined]
 
     try:
         response = table.update_item(
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index d0a889890..49262556d 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -96,7 +96,7 @@ class BotModel(BaseModel):
     conversation_quick_starters: list[ConversationQuickStarterModel]
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None
     bedrock_guardrails: BedrockGuardrailsModel | None
-    model_activate: ModelActivateModel # type: ignore
+    model_activate: ModelActivateModel  # type: ignore
 
     def has_knowledge(self) -> bool:
         return (
@@ -128,7 +128,7 @@ class BotAliasModel(BaseModel):
     has_knowledge: bool
     has_agent: bool
     conversation_quick_starters: list[ConversationQuickStarterModel]
-    model_activate: ModelActivateModel # type: ignore
+    model_activate: ModelActivateModel  # type: ignore
 
 
 class BotMeta(BaseModel):
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index ee130307f..7db414bc2 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -135,7 +135,7 @@ class BotInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput # type: ignore
+    model_activate: ModelActivateInput  # type: ignore
 
 
 class BotModifyInput(BaseSchema):
@@ -149,7 +149,7 @@ class BotModifyInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput # type: ignore
+    model_activate: ModelActivateInput  # type: ignore
 
     def _has_update_files(self) -> bool:
         return self.knowledge is not None and (
@@ -263,7 +263,7 @@ class BotModifyOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput # type: ignore
+    model_activate: ModelActivateOutput  # type: ignore
 
 
 class BotOutput(BaseSchema):
@@ -287,7 +287,7 @@ class BotOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput # type: ignore
+    model_activate: ModelActivateOutput  # type: ignore
 
 
 class BotMetaOutput(BaseSchema):
@@ -318,7 +318,7 @@ class BotSummaryOutput(BaseSchema):
     sync_status: type_sync_status
     has_knowledge: bool
     conversation_quick_starters: list[ConversationQuickStarter]
-    model_activate: ModelActivateOutput # type: ignore
+    model_activate: ModelActivateOutput  # type: ignore
 
 
 class BotSwitchVisibilityInput(BaseSchema):

From 99397f8facb8c27d40472a0af277704c2df1e89e Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 29 Nov 2024 11:31:36 +0000
Subject: [PATCH 13/34] poetry update

---
 backend/poetry.lock | 911 +-------------------------------------------
 1 file changed, 1 insertion(+), 910 deletions(-)

diff --git a/backend/poetry.lock b/backend/poetry.lock
index fc8b6bc04..a71f21b9c 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -576,50 +576,6 @@ types-awscrt = "*"
 [package.extras]
 botocore = ["botocore"]
 
-[[package]]
-name = "build"
-version = "1.2.2.post1"
-description = "A simple, correct Python build frontend"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "build-1.2.2.post1-py3-none-any.whl", hash = "sha256:1d61c0887fa860c01971625baae8bdd338e517b836a2f70dd1f7aa3a6b2fc5b5"},
-    {file = "build-1.2.2.post1.tar.gz", hash = "sha256:b36993e92ca9375a219c99e606a122ff365a760a2d4bba0caa09bd5278b608b7"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "os_name == \"nt\""}
-packaging = ">=19.1"
-pyproject_hooks = "*"
-
-[package.extras]
-docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
-test = ["build[uv,virtualenv]", "filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
-typing = ["build[uv]", "importlib-metadata (>=5.1)", "mypy (>=1.9.0,<1.10.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
-uv = ["uv (>=0.1.18)"]
-virtualenv = ["virtualenv (>=20.0.35)"]
-
-[[package]]
-name = "cachecontrol"
-version = "0.14.1"
-description = "httplib2 caching for requests"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "cachecontrol-0.14.1-py3-none-any.whl", hash = "sha256:65e3abd62b06382ce3894df60dde9e0deb92aeb734724f68fa4f3b91e97206b9"},
-    {file = "cachecontrol-0.14.1.tar.gz", hash = "sha256:06ef916a1e4eb7dba9948cdfc9c76e749db2e02104a9a1277e8b642591a0f717"},
-]
-
-[package.dependencies]
-filelock = {version = ">=3.8.0", optional = true, markers = "extra == \"filecache\""}
-msgpack = ">=0.5.2,<2.0.0"
-requests = ">=2.16.0"
-
-[package.extras]
-dev = ["CacheControl[filecache,redis]", "build", "cherrypy", "codespell[tomli]", "furo", "mypy", "pytest", "pytest-cov", "ruff", "sphinx", "sphinx-copybutton", "tox", "types-redis", "types-requests"]
-filecache = ["filelock (>=3.8.0)"]
-redis = ["redis (>=2.10.5)"]
-
 [[package]]
 name = "certifi"
 version = "2024.8.30"
@@ -631,85 +587,6 @@ files = [
     {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
-[[package]]
-name = "cffi"
-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
-    {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382"},
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-
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-
-[package.extras]
-test = ["pytest"]
-
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-name = "zipp"
-version = "3.21.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-files = [
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-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.13"
-content-hash = "e9b3879a83d655cce5d65b0e3897bd15b4f6e3c85c1a03954430150fbbcb9c51"
+content-hash = "3dd87314ea88fc4ce17abbfcb1a3f6fe8384e859db8edfb489a4b089ca8d2565"

From 39dd937b31213538ae1453b89aaa641b6f0e51de Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 29 Nov 2024 12:28:56 +0000
Subject: [PATCH 14/34] =?UTF-8?q?=E3=83=A2=E3=83=87=E3=83=AB=E5=88=87?=
 =?UTF-8?q?=E3=82=8A=E6=9B=BF=E3=81=88?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/components/SwitchBedrockModel.tsx         |  3 ++-
 .../src/features/knowledgeBase/pages/BotKbEditPage.tsx |  1 -
 frontend/src/hooks/useModel.ts                         | 10 ++++++----
 frontend/src/pages/ChatPage.tsx                        |  3 ++-
 4 files changed, 10 insertions(+), 7 deletions(-)

diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index 3030df7d7..276a8e4e6 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -5,6 +5,7 @@ import { Fragment } from 'react/jsx-runtime';
 import { useMemo } from 'react';
 import { PiCaretDown, PiCheck } from 'react-icons/pi';
 import { ModelActivate } from '../@types/bot';
+import { toCamelCase } from '../utils/StringUtils';
 
 interface Props extends BaseProps {
   modelActivate: ModelActivate;
@@ -17,7 +18,7 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
   const availableModels = useMemo(() => {
     return allModels.filter(model => {
       if (props.modelActivate) {
-        return props.modelActivate[model.modelId] === true;
+        return props.modelActivate[toCamelCase(model.modelId)] === true;
       }
       return true;
     });
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index fe777d813..4739623d8 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -144,7 +144,6 @@ const BotKbEditPage: React.FC = () => {
       acc[toCamelCase(key)] = true;
       return acc;
     }, {} as ModelActivate);
-    console.log("Initial modelActivate:", initialState);
     return initialState;
   });
 
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 799426754..b10df9a70 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -149,7 +149,7 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
       setFilteredModels(availableModels)
     } else if (processedModelActivate) {
       const filtered = availableModels.filter(model => {
-        const key = model.modelId as keyof ModelActivate;
+        const key = toCamelCase(model.modelId) as keyof ModelActivate;
         return processedModelActivate[key] !== false;
       });
       setFilteredModels(filtered);
@@ -168,7 +168,7 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
 
   // select the model via list of modelActivate 
   const selectModel = useCallback((targetModelId: Model) => {
-    const modelExists = filteredModels.some(m => m.modelId === targetModelId);
+    const modelExists = filteredModels.some(m => toCamelCase(m.modelId) === toCamelCase(targetModelId));
     return modelExists ? targetModelId : getDefaultModel();
   }, [filteredModels, getDefaultModel]);
 
@@ -207,16 +207,18 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
     }else{
       // Processing when botId and previousBotID are the same, but there is an update in FilteredModels
       if (botId) {
-        const lastModelAvailable = filteredModels.some(m => m.modelId === recentUseModelId || m.modelId === botModelId );
+        const lastModelAvailable = filteredModels.some(m => toCamelCase(m.modelId) === toCamelCase(recentUseModelId) || toCamelCase(m.modelId) === toCamelCase(botModelId) );
         if (!lastModelAvailable) {
           setModelId(selectModel(getDefaultModel()));
+        }else{
+          setModelId(selectModel(recentUseModelId as Model));
         }
       }
     }
   }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel, processedModelActivate]);
 
   const model = useMemo(() => {
-    return filteredModels.find((model) => model.modelId === modelId);
+    return filteredModels.find((model) => toCamelCase(model.modelId) === toCamelCase(modelId));
   }, [filteredModels, modelId]);
 
   return {
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index 3a579169c..ed0f22ec6 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -32,6 +32,7 @@ import PopoverItem from '../components/PopoverItem';
 import { ModelActivate } from '../@types/bot';
 
 import { copyBotUrl } from '../utils/BotUtils';
+import { toCamelCase } from '../utils/StringUtils'
 import { produce } from 'immer';
 import ButtonIcon from '../components/ButtonIcon';
 import StatusSyncBot from '../components/StatusSyncBot';
@@ -57,7 +58,7 @@ const MISTRAL_ENABLED: boolean =
 // Default model activation settings when no bot is selected
 const defaultModelActivate: ModelActivate = (() => {
   return Object.fromEntries(
-    MODEL_KEYS.map(key => [key, true])
+    MODEL_KEYS.map(key => [toCamelCase(key), true])
   ) as ModelActivate;
 })();
 

From 64ef57305966ab28d2566bde1d5fb81868677d25 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 07:05:40 +0000
Subject: [PATCH 15/34] amazon nova support

---
 frontend/src/constants/index.ts                      |  5 ++++-
 .../features/knowledgeBase/pages/BotKbEditPage.tsx   | 12 ++++++++++++
 2 files changed, 16 insertions(+), 1 deletion(-)

diff --git a/frontend/src/constants/index.ts b/frontend/src/constants/index.ts
index e3049130e..86b9e8384 100644
--- a/frontend/src/constants/index.ts
+++ b/frontend/src/constants/index.ts
@@ -113,5 +113,8 @@ export const MODEL_KEYS: Model[] = [
   'claude-v3.5-haiku',
   'mistral-7b-instruct',
   'mixtral-8x7b-instruct',
-  'mistral-large'
+  'mistral-large',
+  "amazon-nova-pro",
+  "amazon-nova-lite",
+  "amazon-nova-micro",
 ];
\ No newline at end of file
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index 4739623d8..2d5d02fa0 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -192,6 +192,18 @@ const BotKbEditPage: React.FC = () => {
           {
             key: 'claude-v3.5-haiku',
             label: t('model.haiku3-5.label')
+          },
+          {
+            key: 'amazon-nova-pro',
+            label: t('model.novaPro.label'),
+          },
+          {
+            key: 'amazon-nova-lite',
+            label: t('model.novaLite.label'),
+          },
+          {
+            key: 'amazon-nova-micro',
+            label: t('model.novaMicro.label'),
           }
         ]
   })();

From 1320b447972a561820357b2b419ace5f26af6b63 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 07:08:43 +0000
Subject: [PATCH 16/34] =?UTF-8?q?CI=E5=AF=BE=E5=BF=9C?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/usecases/chat.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/backend/app/usecases/chat.py b/backend/app/usecases/chat.py
index 8942536c8..745d66981 100644
--- a/backend/app/usecases/chat.py
+++ b/backend/app/usecases/chat.py
@@ -631,5 +631,3 @@ def fetch_conversation(user_id: str, conversation_id: str) -> Conversation:
         should_continue=conversation.should_continue,
     )
     return output
-
-

From abfa6608f48521e348c1c211bba938597f46a3a3 Mon Sep 17 00:00:00 2001
From: statefb <tmgf.15.su@gmail.com>
Date: Thu, 5 Dec 2024 17:28:13 +0900
Subject: [PATCH 17/34] refactor: update ModelActivate type to use Model keys

---
 frontend/src/@types/bot.d.ts | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/frontend/src/@types/bot.d.ts b/frontend/src/@types/bot.d.ts
index 1a0ab0b6b..c0405967f 100644
--- a/frontend/src/@types/bot.d.ts
+++ b/frontend/src/@types/bot.d.ts
@@ -1,8 +1,9 @@
 import { BedrockKnowledgeBase } from '../features/knowledgeBase/types';
+import { Model } from './conversation';
 export type BotKind = 'private' | 'mixed';
 
 type ModelActivate = {
-  [key: string]: boolean;
+  [K in Model]: boolean;
 };
 
 export type BotMeta = {

From b1a44ee8205a1f4ab11de59b2c05541ddd8b629d Mon Sep 17 00:00:00 2001
From: statefb <tmgf.15.su@gmail.com>
Date: Thu, 5 Dec 2024 17:39:54 +0900
Subject: [PATCH 18/34] refactor: rename model activation functions for clarity
 and streamline bot storage logic

---
 backend/app/repositories/custom_bot.py        |  5 +---
 backend/app/repositories/models/custom_bot.py |  9 +++----
 backend/app/routes/schemas/bot.py             | 24 +++++--------------
 .../test_repositories/test_conversation.py    |  7 +++---
 4 files changed, 16 insertions(+), 29 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index bb034eb6e..b97e11231 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -90,8 +90,6 @@ def store_bot(user_id: str, custom_bot: BotModel):
             starter.model_dump() for starter in custom_bot.conversation_quick_starters
         ],
     }
-    if custom_bot.model_activate is not None:
-        item["ModelActivate"] = custom_bot.model_activate.model_dump()
     if custom_bot.bedrock_knowledge_base:
         item["BedrockKnowledgeBase"] = custom_bot.bedrock_knowledge_base.model_dump()
     if custom_bot.bedrock_guardrails:
@@ -203,9 +201,8 @@ def store_alias(user_id: str, alias: BotAliasModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in alias.conversation_quick_starters
         ],
+        "ModelActivate": alias.model_activate.model_dump(),
     }
-    if alias.model_activate is not None:
-        item["ModelActivate"] = alias.model_activate.model_dump()
 
     response = table.put_item(Item=item)
     return response
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 49262556d..2141c07b4 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -1,24 +1,25 @@
-from typing import get_args, Dict, Any, List, Type
+from typing import Any, Dict, List, Type, get_args
+
 from app.repositories.models.common import Float
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import type_sync_status
-from pydantic import BaseModel, ConfigDict, create_model
 from app.routes.schemas.conversation import type_model_name
+from pydantic import BaseModel, ConfigDict, create_model
 
 
 class DynamicBaseModel(BaseModel):
     model_config = ConfigDict(extra="allow")
 
 
-def create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
+def _create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
     fields: Dict[str, Any] = {
         name.replace("-", "_").replace(".", "_"): (bool, False) for name in model_names
     }
     return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
 
 
-ModelActivateModel: Type[BaseModel] = create_model_activate_model(
+ModelActivateModel: Type[BaseModel] = _create_model_activate_model(
     list(get_args(type_model_name))
 )
 
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index 7db414bc2..addb517e0 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -1,30 +1,18 @@
 from __future__ import annotations
 
-from typing import (
-    TYPE_CHECKING,
-    Literal,
-    Optional,
-    List,
-    Dict,
-    Type,
-    get_args,
-    Any,
-)
-from pydantic import (
-    Field,
-    validator,
-    create_model,
-)
+from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, Type, get_args
+
 from app.routes.schemas.base import BaseSchema
 from app.routes.schemas.bot_guardrails import (
     BedrockGuardrailsInput,
     BedrockGuardrailsOutput,
 )
-from app.routes.schemas.conversation import type_model_name
 from app.routes.schemas.bot_kb import (
     BedrockKnowledgeBaseInput,
     BedrockKnowledgeBaseOutput,
 )
+from app.routes.schemas.conversation import type_model_name
+from pydantic import Field, create_model, validator
 
 if TYPE_CHECKING:
     from app.repositories.models.custom_bot import BotModel
@@ -41,14 +29,14 @@
 ]
 
 
-def create_model_activate_input(model_names: List[str]) -> Type[BaseSchema]:
+def _create_model_activate_input(model_names: List[str]) -> Type[BaseSchema]:
     fields: Dict[str, Any] = {
         name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
     }
     return create_model("ModelActivateInput", **fields, __base__=BaseSchema)
 
 
-ModelActivateInput = create_model_activate_input(list(get_args(type_model_name)))
+ModelActivateInput = _create_model_activate_input(list(get_args(type_model_name)))
 
 
 def create_model_activate_output(model_names: List[str]) -> Type[BaseSchema]:
diff --git a/backend/tests/test_repositories/test_conversation.py b/backend/tests/test_repositories/test_conversation.py
index ae8c261b9..f8cf1079b 100644
--- a/backend/tests/test_repositories/test_conversation.py
+++ b/backend/tests/test_repositories/test_conversation.py
@@ -1,7 +1,7 @@
+import base64
 import json
 import os
 import sys
-import base64
 import unittest
 from unittest.mock import MagicMock, patch
 
@@ -26,11 +26,11 @@
     store_bot,
 )
 from app.repositories.models.conversation import (
-    SimpleMessageModel,
     ChunkModel,
     FeedbackModel,
-    TextContentModel,
     ImageContentModel,
+    SimpleMessageModel,
+    TextContentModel,
     ToolUseContentModel,
     ToolUseContentModelBody,
 )
@@ -41,6 +41,7 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
+    ModelActivateModel,
 )
 from boto3.dynamodb.conditions import Key
 from botocore.exceptions import ClientError

From 7c4d12bd83f69a906b3b32f178a5fbdefa0e7bba Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 12:23:42 +0000
Subject: [PATCH 19/34] fix the comment

---
 backend/app/repositories/custom_bot.py        | 12 +++----
 backend/app/repositories/models/common.py     | 20 ++++++++++-
 .../app/repositories/models/conversation.py   | 16 +++++----
 backend/app/repositories/models/custom_bot.py | 19 ++--------
 backend/app/routes/bot.py                     |  2 +-
 backend/app/routes/schemas/conversation.py    | 15 ++++----
 backend/app/usecases/bot.py                   | 36 +++++++++++++------
 7 files changed, 71 insertions(+), 49 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index bb034eb6e..f77b75a2f 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -20,6 +20,7 @@
     decompose_bot_alias_id,
     decompose_bot_id,
 )
+from app.repositories.models.common import ModelActivateModel
 from app.repositories.models.custom_bot import (
     AgentModel,
     BotAliasModel,
@@ -29,7 +30,6 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
-    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
@@ -134,7 +134,8 @@ def update_bot(
         "SyncStatusReason = :sync_status_reason, "
         "GenerationParams = :generation_params, "
         "DisplayRetrievedChunks = :display_retrieved_chunks, "
-        "ConversationQuickStarters = :conversation_quick_starters"
+        "ConversationQuickStarters = :conversation_quick_starters, "
+        "ModelActivate = :model_activate"
     )
 
     expression_attribute_values = {
@@ -150,6 +151,7 @@ def update_bot(
         ":conversation_quick_starters": [
             starter.model_dump() for starter in conversation_quick_starters
         ],
+        ":model_activate": model_activate.model_dump(),  # type: ignore[attr-defined]
     }
     if bedrock_knowledge_base:
         update_expression += ", BedrockKnowledgeBase = :bedrock_knowledge_base"
@@ -163,10 +165,6 @@ def update_bot(
             bedrock_guardrails.model_dump()
         )
 
-    if model_activate:
-        update_expression += ", ModelActivate = :model_activate"
-        expression_attribute_values[":model_activate"] = model_activate.model_dump()  # type: ignore[attr-defined]
-
     try:
         response = table.update_item(
             Key={"PK": user_id, "SK": compose_bot_id(user_id, bot_id)},
@@ -494,7 +492,7 @@ def find_private_bot_by_id(user_id: str, bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate")),
+        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate", {})),
     )
 
     logger.info(f"Found bot: {bot}")
diff --git a/backend/app/repositories/models/common.py b/backend/app/repositories/models/common.py
index 7e5f3bd4d..d778ca2e3 100644
--- a/backend/app/repositories/models/common.py
+++ b/backend/app/repositories/models/common.py
@@ -1,9 +1,11 @@
 import base64
 from decimal import Decimal
-
+from typing import get_args, Dict, Any, List, Type
+from pydantic import BaseModel, ConfigDict, create_model
 from pydantic.functional_serializers import PlainSerializer
 from pydantic.functional_validators import PlainValidator
 from typing import Annotated, Any
+from app.routes.schemas.conversation import type_model_name
 
 # Declare customized float type
 Float = Annotated[
@@ -35,3 +37,19 @@ def decode_base64_string(value: Any) -> bytes:
         return_type=str,
     ),
 ]
+
+
+class DynamicBaseModel(BaseModel):
+    model_config = ConfigDict(extra="allow")
+
+
+def create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
+    fields: Dict[str, Any] = {
+        name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
+    }
+    return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
+
+
+ModelActivateModel: Type[BaseModel] = create_model_activate_model(
+    list(get_args(type_model_name))
+)
diff --git a/backend/app/repositories/models/conversation.py b/backend/app/repositories/models/conversation.py
index 2779e40da..0a3ce859e 100644
--- a/backend/app/repositories/models/conversation.py
+++ b/backend/app/repositories/models/conversation.py
@@ -1,11 +1,9 @@
 from __future__ import annotations
 
-from typing import Literal, Any, Annotated, Self, TypedDict, TypeGuard
+from typing import Literal, Any, Annotated, Self, TypedDict, TypeGuard, TYPE_CHECKING
 from pathlib import Path
 import re
 from urllib.parse import urlparse
-
-from app.repositories.models.common import Base64EncodedBytes
 from app.routes.schemas.conversation import (
     SimpleMessage,
     MessageInput,
@@ -40,6 +38,10 @@
     ImageFormatType,
 )
 
+# To avoid circular imports errors
+if TYPE_CHECKING:
+    from app.repositories.models.common import Base64EncodedBytes
+
 
 class TextContentModel(BaseModel):
     content_type: Literal["text"]
@@ -76,7 +78,7 @@ def _is_converse_supported_image_format(format: str) -> TypeGuard[ImageFormatTyp
 class ImageContentModel(BaseModel):
     content_type: Literal["image"]
     media_type: str
-    body: Base64EncodedBytes = Field(
+    body: "Base64EncodedBytes" = Field(
         ...,
         description="Image bytes.",
     )
@@ -142,7 +144,7 @@ def _convert_to_valid_file_name(file_name: str) -> str:
 
 class AttachmentContentModel(BaseModel):
     content_type: Literal["attachment"]
-    body: Base64EncodedBytes = Field(
+    body: "Base64EncodedBytes" = Field(
         ...,
         description="Attachment file bytes.",
     )
@@ -305,7 +307,7 @@ def to_content_for_converse(self) -> ToolResultContentBlockOutputTypeDef:
 
 class ImageToolResultModel(BaseModel):
     format: ImageFormatType
-    image: Base64EncodedBytes
+    image: "Base64EncodedBytes"
 
     @classmethod
     def from_image_tool_result(cls, tool_result: ImageToolResult) -> Self:
@@ -334,7 +336,7 @@ def to_content_for_converse(self) -> ToolResultContentBlockOutputTypeDef:
 class DocumentToolResultModel(BaseModel):
     format: DocumentFormatType
     name: str
-    document: Base64EncodedBytes
+    document: "Base64EncodedBytes"
 
     @classmethod
     def from_document_tool_result(cls, tool_result: DocumentToolResult) -> Self:
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 49262556d..cb650587f 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -3,24 +3,9 @@
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import type_sync_status
-from pydantic import BaseModel, ConfigDict, create_model
+from pydantic import BaseModel, ConfigDict
 from app.routes.schemas.conversation import type_model_name
-
-
-class DynamicBaseModel(BaseModel):
-    model_config = ConfigDict(extra="allow")
-
-
-def create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
-    fields: Dict[str, Any] = {
-        name.replace("-", "_").replace(".", "_"): (bool, False) for name in model_names
-    }
-    return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
-
-
-ModelActivateModel: Type[BaseModel] = create_model_activate_model(
-    list(get_args(type_model_name))
-)
+from app.repositories.models.common import ModelActivateModel
 
 
 class KnowledgeModel(BaseModel):
diff --git a/backend/app/routes/bot.py b/backend/app/routes/bot.py
index 506025920..893d25a56 100644
--- a/backend/app/routes/bot.py
+++ b/backend/app/routes/bot.py
@@ -154,7 +154,7 @@ def get_private_bot(request: Request, bot_id: str):
             if bot.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput(**dict(bot.model_activate)),
+        model_activate=ModelActivateOutput.model_validate(dict(bot.model_activate)),
     )
     return output
 
diff --git a/backend/app/routes/schemas/conversation.py b/backend/app/routes/schemas/conversation.py
index 552c1755e..ebeec7eaa 100644
--- a/backend/app/routes/schemas/conversation.py
+++ b/backend/app/routes/schemas/conversation.py
@@ -1,7 +1,6 @@
-from typing import Literal, Annotated
+from typing import Literal, Annotated, TYPE_CHECKING
 
 from app.routes.schemas.base import BaseSchema
-from app.repositories.models.common import Base64EncodedBytes
 from pydantic import Field, Discriminator, JsonValue, root_validator
 
 from mypy_boto3_bedrock_runtime.literals import (
@@ -9,6 +8,10 @@
     ImageFormatType,
 )
 
+# To avoid circular imports errors
+if TYPE_CHECKING:
+    from app.repositories.models.common import Base64EncodedBytes
+
 type_model_name = Literal[
     "claude-instant-v1",
     "claude-v2",
@@ -43,7 +46,7 @@ class ImageContent(BaseSchema):
         ...,
         description="MIME type of the image. Must be specified if `content_type` is `image`.",
     )
-    body: Base64EncodedBytes = Field(..., description="Content body.")
+    body: "Base64EncodedBytes" = Field(..., description="Content body.")
 
 
 class AttachmentContent(BaseSchema):
@@ -54,7 +57,7 @@ class AttachmentContent(BaseSchema):
         ...,
         description="File name of the attachment. Must be specified if `content_type` is `attachment`.",
     )
-    body: Base64EncodedBytes = Field(..., description="Content body.")
+    body: "Base64EncodedBytes" = Field(..., description="Content body.")
 
 
 class FeedbackInput(BaseSchema):
@@ -113,13 +116,13 @@ class JsonToolResult(BaseSchema):
 
 class ImageToolResult(BaseSchema):
     format: ImageFormatType
-    image: Base64EncodedBytes
+    image: "Base64EncodedBytes"
 
 
 class DocumentToolResult(BaseSchema):
     format: DocumentFormatType
     name: str
-    document: Base64EncodedBytes
+    document: "Base64EncodedBytes"
 
 
 ToolResult = TextToolResult | JsonToolResult | ImageToolResult | DocumentToolResult
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index edb85ed60..6bc0eead3 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -27,6 +27,9 @@
     update_bot_last_used_time,
     update_bot_pin_status,
 )
+from app.repositories.models.common import (
+    ModelActivateModel,
+)
 from app.repositories.models.custom_bot import (
     AgentModel,
     AgentToolModel,
@@ -36,7 +39,6 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
-    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
@@ -213,7 +215,9 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
                 if bot_input.bedrock_guardrails
                 else None
             ),
-            model_activate=ModelActivateModel(**dict(bot_input.model_activate)),
+            model_activate=ModelActivateModel.model_validate(
+                dict(bot_input.model_activate)
+            ),
         ),
     )
     return BotOutput(
@@ -266,7 +270,9 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
             if bot_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput(**dict(bot_input.model_activate)),
+        model_activate=ModelActivateOutput.model_validate(
+            dict(bot_input.model_activate)
+        ),
     )
 
 
@@ -379,7 +385,9 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput(**dict(modify_input.model_activate)),
+        model_activate=ModelActivateOutput.model_validate(
+            dict(modify_input.model_activate)
+        ),
     )
 
     return BotModifyOutput(
@@ -423,7 +431,9 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput(**dict(modify_input.model_activate)),
+        model_activate=ModelActivateOutput.model_validate(
+            dict(modify_input.model_activate)
+        ),
     )
 
 
@@ -543,7 +553,9 @@ def fetch_all_bots_by_user_id(
                         has_knowledge=bot.has_knowledge(),
                         has_agent=bot.is_agent_enabled(),
                         conversation_quick_starters=bot.conversation_quick_starters,
-                        model_activate=ModelActivateModel(**dict(bot.model_activate)),
+                        model_activate=ModelActivateModel.model_validate(
+                            dict(bot.model_activate)
+                        ),
                     ),
                 )
 
@@ -640,7 +652,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=ModelActivateOutput(**dict(bot.model_activate)),
+            model_activate=ModelActivateOutput.model_validate(dict(bot.model_activate)),
         )
 
     except RecordNotFoundError:
@@ -675,7 +687,9 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     for starter in alias.conversation_quick_starters
                 ]
             ),
-            model_activate=ModelActivateOutput(**dict(alias.model_activate)),
+            model_activate=ModelActivateOutput.model_validate(
+                dict(alias.model_activate)
+            ),
         )
     except RecordNotFoundError:
         pass
@@ -705,7 +719,9 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     )
                     for starter in bot.conversation_quick_starters
                 ],
-                model_activate=ModelActivateOutput(**dict(bot.model_activate)),
+                model_activate=ModelActivateOutput.model_validate(
+                    dict(bot.model_activate)
+                ),
             ),
         )
         return BotSummaryOutput(
@@ -727,7 +743,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=ModelActivateOutput(**dict(bot.model_activate)),
+            model_activate=ModelActivateOutput.model_validate(dict(bot.model_activate)),
         )
     except RecordNotFoundError:
         raise RecordNotFoundError(

From aeffcd491441ea248395bd3f9686a219d26e5e10 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 12:30:38 +0000
Subject: [PATCH 20/34] revert

---
 backend/app/repositories/custom_bot.py        |  2 +-
 backend/app/repositories/models/common.py     | 13 +------------
 backend/app/repositories/models/custom_bot.py | 13 +++++++++++--
 backend/app/usecases/bot.py                   |  4 +---
 4 files changed, 14 insertions(+), 18 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index a119924b9..d80f0cad9 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -20,7 +20,6 @@
     decompose_bot_alias_id,
     decompose_bot_id,
 )
-from app.repositories.models.common import ModelActivateModel
 from app.repositories.models.custom_bot import (
     AgentModel,
     BotAliasModel,
@@ -30,6 +29,7 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
+    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
diff --git a/backend/app/repositories/models/common.py b/backend/app/repositories/models/common.py
index d778ca2e3..e4708bb61 100644
--- a/backend/app/repositories/models/common.py
+++ b/backend/app/repositories/models/common.py
@@ -1,7 +1,7 @@
 import base64
 from decimal import Decimal
 from typing import get_args, Dict, Any, List, Type
-from pydantic import BaseModel, ConfigDict, create_model
+from pydantic import BaseModel, ConfigDict
 from pydantic.functional_serializers import PlainSerializer
 from pydantic.functional_validators import PlainValidator
 from typing import Annotated, Any
@@ -42,14 +42,3 @@ def decode_base64_string(value: Any) -> bytes:
 class DynamicBaseModel(BaseModel):
     model_config = ConfigDict(extra="allow")
 
-
-def create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
-    fields: Dict[str, Any] = {
-        name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
-    }
-    return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
-
-
-ModelActivateModel: Type[BaseModel] = create_model_activate_model(
-    list(get_args(type_model_name))
-)
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 937ac747f..bec51f8cf 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -4,10 +4,19 @@
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import type_sync_status
-from pydantic import BaseModel, ConfigDict
+from pydantic import BaseModel, ConfigDict, create_model
 from app.routes.schemas.conversation import type_model_name
-from app.repositories.models.common import ModelActivateModel
+from app.repositories.models.common import DynamicBaseModel
 
+def _create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
+    fields: Dict[str, Any] = {
+        name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
+    }
+    return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
+
+ModelActivateModel: Type[BaseModel] = _create_model_activate_model(
+    list(get_args(type_model_name))
+)
 
 class KnowledgeModel(BaseModel):
     source_urls: list[str]
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index 6bc0eead3..266066fc6 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -27,9 +27,6 @@
     update_bot_last_used_time,
     update_bot_pin_status,
 )
-from app.repositories.models.common import (
-    ModelActivateModel,
-)
 from app.repositories.models.custom_bot import (
     AgentModel,
     AgentToolModel,
@@ -39,6 +36,7 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
+    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel

From a9b27af9f310573b2650f5a461005f6e58d804a3 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 12:39:14 +0000
Subject: [PATCH 21/34] =?UTF-8?q?=E3=83=81=E3=83=A3=E3=83=83=E3=83=88?=
 =?UTF-8?q?=E3=83=9C=E3=83=83=E3=83=88=E6=96=B0=E8=A6=8F=E4=BD=9C=E6=88=90?=
 =?UTF-8?q?=E6=99=82=E3=81=AB=E3=83=A2=E3=83=87=E3=83=AB=E6=9C=89=E5=8A=B9?=
 =?UTF-8?q?=E5=8C=96=E3=81=AE=E8=A8=AD=E5=AE=9A=E3=81=8C=E5=8B=95=E4=BD=9C?=
 =?UTF-8?q?=E3=81=97=E3=81=AA=E3=81=84=E5=95=8F=E9=A1=8C=E3=82=92=E4=BF=AE?=
 =?UTF-8?q?=E6=AD=A3?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/repositories/custom_bot.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index d80f0cad9..c69377419 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -89,6 +89,7 @@ def store_bot(user_id: str, custom_bot: BotModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in custom_bot.conversation_quick_starters
         ],
+        "ModelActivate": custom_bot.model_activate.model_dump(),  # type: ignore[attr-defined]
     }
     if custom_bot.bedrock_knowledge_base:
         item["BedrockKnowledgeBase"] = custom_bot.bedrock_knowledge_base.model_dump()

From b0f4fc2a9f0f99bbbe289d227017b06a9aaf0ef1 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 12:50:36 +0000
Subject: [PATCH 22/34] =?UTF-8?q?CI=E3=82=A8=E3=83=A9=E3=83=BC=E4=BF=AE?=
 =?UTF-8?q?=E6=AD=A3?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 backend/app/repositories/custom_bot.py          |  2 +-
 backend/app/repositories/models/common.py       |  1 -
 backend/app/repositories/models/conversation.py | 13 +++++--------
 backend/app/repositories/models/custom_bot.py   |  3 +++
 4 files changed, 9 insertions(+), 10 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index c69377419..4d7defc07 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -200,7 +200,7 @@ def store_alias(user_id: str, alias: BotAliasModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in alias.conversation_quick_starters
         ],
-        "ModelActivate": alias.model_activate.model_dump(),
+        "ModelActivate": alias.model_activate.model_dump(),  # type: ignore[attr-defined]
     }
 
     response = table.put_item(Item=item)
diff --git a/backend/app/repositories/models/common.py b/backend/app/repositories/models/common.py
index e4708bb61..6c2023fb1 100644
--- a/backend/app/repositories/models/common.py
+++ b/backend/app/repositories/models/common.py
@@ -41,4 +41,3 @@ def decode_base64_string(value: Any) -> bytes:
 
 class DynamicBaseModel(BaseModel):
     model_config = ConfigDict(extra="allow")
-
diff --git a/backend/app/repositories/models/conversation.py b/backend/app/repositories/models/conversation.py
index 0a3ce859e..72e2e4194 100644
--- a/backend/app/repositories/models/conversation.py
+++ b/backend/app/repositories/models/conversation.py
@@ -37,10 +37,7 @@
     DocumentFormatType,
     ImageFormatType,
 )
-
-# To avoid circular imports errors
-if TYPE_CHECKING:
-    from app.repositories.models.common import Base64EncodedBytes
+from app.repositories.models.common import Base64EncodedBytes
 
 
 class TextContentModel(BaseModel):
@@ -78,7 +75,7 @@ def _is_converse_supported_image_format(format: str) -> TypeGuard[ImageFormatTyp
 class ImageContentModel(BaseModel):
     content_type: Literal["image"]
     media_type: str
-    body: "Base64EncodedBytes" = Field(
+    body: Base64EncodedBytes = Field(
         ...,
         description="Image bytes.",
     )
@@ -144,7 +141,7 @@ def _convert_to_valid_file_name(file_name: str) -> str:
 
 class AttachmentContentModel(BaseModel):
     content_type: Literal["attachment"]
-    body: "Base64EncodedBytes" = Field(
+    body: Base64EncodedBytes = Field(
         ...,
         description="Attachment file bytes.",
     )
@@ -307,7 +304,7 @@ def to_content_for_converse(self) -> ToolResultContentBlockOutputTypeDef:
 
 class ImageToolResultModel(BaseModel):
     format: ImageFormatType
-    image: "Base64EncodedBytes"
+    image: Base64EncodedBytes
 
     @classmethod
     def from_image_tool_result(cls, tool_result: ImageToolResult) -> Self:
@@ -336,7 +333,7 @@ def to_content_for_converse(self) -> ToolResultContentBlockOutputTypeDef:
 class DocumentToolResultModel(BaseModel):
     format: DocumentFormatType
     name: str
-    document: "Base64EncodedBytes"
+    document: Base64EncodedBytes
 
     @classmethod
     def from_document_tool_result(cls, tool_result: DocumentToolResult) -> Self:
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index bec51f8cf..19e9e9da1 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -8,16 +8,19 @@
 from app.routes.schemas.conversation import type_model_name
 from app.repositories.models.common import DynamicBaseModel
 
+
 def _create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
     fields: Dict[str, Any] = {
         name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
     }
     return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
 
+
 ModelActivateModel: Type[BaseModel] = _create_model_activate_model(
     list(get_args(type_model_name))
 )
 
+
 class KnowledgeModel(BaseModel):
     source_urls: list[str]
     sitemap_urls: list[str]

From 6924626ce60a6e87bd7a28683b9b11a243357cd5 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 5 Dec 2024 13:12:13 +0000
Subject: [PATCH 23/34] fix CI error

---
 frontend/src/components/SwitchBedrockModel.tsx              | 2 +-
 frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx | 4 ++--
 frontend/src/hooks/useModel.ts                              | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index 276a8e4e6..577180eb1 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -18,7 +18,7 @@ const SwitchBedrockModel: React.FC<Props> = (props) => {
   const availableModels = useMemo(() => {
     return allModels.filter(model => {
       if (props.modelActivate) {
-        return props.modelActivate[toCamelCase(model.modelId)] === true;
+        return props.modelActivate[toCamelCase(model.modelId) as keyof ModelActivate] === true;
       }
       return true;
     });
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index 2d5d02fa0..e550ee56b 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -141,7 +141,7 @@ const BotKbEditPage: React.FC = () => {
 
   const [modelActivate, setModelActivate] = useState<ModelActivate>(() => {
     const initialState = MODEL_KEYS.reduce((acc, key) => {
-      acc[toCamelCase(key)] = true;
+      acc[toCamelCase(key) as keyof ModelActivate] = true;
       return acc;
     }, {} as ModelActivate);
     return initialState;
@@ -586,7 +586,7 @@ const BotKbEditPage: React.FC = () => {
   const onChangeModelActivate = useCallback(
     (key: string, value: boolean) => {
       setModelActivate((prevState) => {
-        const camelKey = toCamelCase(key);
+        const camelKey = toCamelCase(key) as keyof ModelActivate;
         const newState = { ...prevState };
         newState[camelKey] = value;
         return newState;
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 5b605a23d..c4977c20d 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -61,7 +61,7 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
     // Create a new object with all models set to true
     return MODEL_KEYS.reduce((acc, model) => {
       // Optimize string replacement by doing it in one operation
-      acc[toCamelCase(model)] = true;
+      acc[toCamelCase(model) as keyof ModelActivate ] = true;
       return acc;
     }, {} as ModelActivate);
     

From 14be6a865f2a5727056ea7eb89b7131d73243570 Mon Sep 17 00:00:00 2001
From: statefb <tmgf.15.su@gmail.com>
Date: Fri, 6 Dec 2024 11:41:18 +0900
Subject: [PATCH 24/34] Refactor model activation handling to use ActiveModels
 instead of ModelActivate across the application

---
 backend/app/repositories/custom_bot.py        |  18 +-
 backend/app/repositories/models/common.py     |   5 +-
 .../app/repositories/models/conversation.py   |  45 +-
 backend/app/repositories/models/custom_bot.py |  15 +-
 backend/app/routes/bot.py                     |   6 +-
 backend/app/routes/schemas/bot.py             |  18 +-
 backend/app/routes/schemas/conversation.py    |  23 +-
 backend/app/usecases/bot.py                   |  40 +-
 backend/app/usecases/chat.py                  |  15 +-
 .../test_repositories/test_conversation.py    |   8 +-
 .../test_repositories/test_custom_bot.py      |   6 +
 .../test_repositories/utils/bot_factory.py    |   3 +
 .../tests/test_usecases/utils/bot_factory.py  |   4 +
 frontend/src/@types/bot.d.ts                  |  12 +-
 .../components/SwitchBedrockModel.stories.tsx |  15 +-
 .../src/components/SwitchBedrockModel.tsx     |  27 +-
 .../knowledgeBase/pages/BotKbEditPage.tsx     | 672 +++++++++++-------
 frontend/src/hooks/useModel.ts                | 103 +--
 frontend/src/i18n/en/index.ts                 |  26 +-
 frontend/src/i18n/ja/index.ts                 |  34 +-
 frontend/src/pages/ChatPage.tsx               |  72 +-
 21 files changed, 668 insertions(+), 499 deletions(-)

diff --git a/backend/app/repositories/custom_bot.py b/backend/app/repositories/custom_bot.py
index 4d7defc07..8909936b9 100644
--- a/backend/app/repositories/custom_bot.py
+++ b/backend/app/repositories/custom_bot.py
@@ -21,6 +21,7 @@
     decompose_bot_id,
 )
 from app.repositories.models.custom_bot import (
+    ActiveModelsModel,
     AgentModel,
     BotAliasModel,
     BotMeta,
@@ -29,7 +30,6 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
-    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
@@ -89,7 +89,7 @@ def store_bot(user_id: str, custom_bot: BotModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in custom_bot.conversation_quick_starters
         ],
-        "ModelActivate": custom_bot.model_activate.model_dump(),  # type: ignore[attr-defined]
+        "ActiveModels": custom_bot.active_models.model_dump(),  # type: ignore[attr-defined]
     }
     if custom_bot.bedrock_knowledge_base:
         item["BedrockKnowledgeBase"] = custom_bot.bedrock_knowledge_base.model_dump()
@@ -112,7 +112,7 @@ def update_bot(
     sync_status: type_sync_status,
     sync_status_reason: str,
     display_retrieved_chunks: bool,
-    model_activate: ModelActivateModel,  # type: ignore
+    active_models: ActiveModelsModel,  # type: ignore
     conversation_quick_starters: list[ConversationQuickStarterModel],
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None = None,
     bedrock_guardrails: BedrockGuardrailsModel | None = None,
@@ -134,7 +134,7 @@ def update_bot(
         "GenerationParams = :generation_params, "
         "DisplayRetrievedChunks = :display_retrieved_chunks, "
         "ConversationQuickStarters = :conversation_quick_starters, "
-        "ModelActivate = :model_activate"
+        "ActiveModels = :active_models"
     )
 
     expression_attribute_values = {
@@ -150,7 +150,7 @@ def update_bot(
         ":conversation_quick_starters": [
             starter.model_dump() for starter in conversation_quick_starters
         ],
-        ":model_activate": model_activate.model_dump(),  # type: ignore[attr-defined]
+        ":active_models": active_models.model_dump(),  # type: ignore[attr-defined]
     }
     if bedrock_knowledge_base:
         update_expression += ", BedrockKnowledgeBase = :bedrock_knowledge_base"
@@ -200,7 +200,7 @@ def store_alias(user_id: str, alias: BotAliasModel):
         "ConversationQuickStarters": [
             starter.model_dump() for starter in alias.conversation_quick_starters
         ],
-        "ModelActivate": alias.model_activate.model_dump(),  # type: ignore[attr-defined]
+        "ActiveModels": alias.active_models.model_dump(),  # type: ignore[attr-defined]
     }
 
     response = table.put_item(Item=item)
@@ -490,7 +490,7 @@ def find_private_bot_by_id(user_id: str, bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate", {})),
+        active_models=ActiveModelsModel.model_validate(item.get("ActiveModels", {})),
     )
 
     logger.info(f"Found bot: {bot}")
@@ -568,7 +568,7 @@ def find_public_bot_by_id(bot_id: str) -> BotModel:
             if "GuardrailsParams" in item
             else None
         ),
-        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate")),
+        active_models=ActiveModelsModel.model_validate(item.get("ActiveModels")),
     )
     logger.info(f"Found public bot: {bot}")
     return bot
@@ -598,7 +598,7 @@ def find_alias_by_id(user_id: str, alias_id: str) -> BotAliasModel:
         has_knowledge=item["HasKnowledge"],
         has_agent=item.get("HasAgent", False),
         conversation_quick_starters=item.get("ConversationQuickStarters", []),
-        model_activate=ModelActivateModel.model_validate(item.get("ModelActivate")),
+        active_models=ActiveModelsModel.model_validate(item.get("ActiveModels")),
     )
 
     logger.info(f"Found alias: {bot}")
diff --git a/backend/app/repositories/models/common.py b/backend/app/repositories/models/common.py
index 6c2023fb1..448f7dca5 100644
--- a/backend/app/repositories/models/common.py
+++ b/backend/app/repositories/models/common.py
@@ -1,11 +1,10 @@
 import base64
 from decimal import Decimal
-from typing import get_args, Dict, Any, List, Type
+from typing import Annotated, Any, Dict, List, Type, get_args
+
 from pydantic import BaseModel, ConfigDict
 from pydantic.functional_serializers import PlainSerializer
 from pydantic.functional_validators import PlainValidator
-from typing import Annotated, Any
-from app.routes.schemas.conversation import type_model_name
 
 # Declare customized float type
 Float = Annotated[
diff --git a/backend/app/repositories/models/conversation.py b/backend/app/repositories/models/conversation.py
index 72e2e4194..5627f7df2 100644
--- a/backend/app/repositories/models/conversation.py
+++ b/backend/app/repositories/models/conversation.py
@@ -1,43 +1,40 @@
 from __future__ import annotations
 
-from typing import Literal, Any, Annotated, Self, TypedDict, TypeGuard, TYPE_CHECKING
-from pathlib import Path
 import re
+from pathlib import Path
+from typing import Annotated, Any, Literal, Self, TypedDict, TypeGuard
 from urllib.parse import urlparse
+
+from app.repositories.models.common import Base64EncodedBytes
 from app.routes.schemas.conversation import (
-    SimpleMessage,
-    MessageInput,
-    type_model_name,
+    AttachmentContent,
     Content,
-    TextContent,
+    DocumentToolResult,
     ImageContent,
-    AttachmentContent,
-    ToolUseContent,
-    ToolUseContentBody,
-    ToolResult,
-    TextToolResult,
-    JsonToolResult,
     ImageToolResult,
-    DocumentToolResult,
-    ToolResultContentBody,
-    ToolResultContent,
+    JsonToolResult,
+    MessageInput,
     RelatedDocument,
+    SimpleMessage,
+    TextContent,
+    TextToolResult,
+    ToolResult,
+    ToolResultContent,
+    ToolResultContentBody,
+    ToolUseContent,
+    ToolUseContentBody,
+    type_model_name,
 )
 from app.utils import generate_presigned_url
-
-from pydantic import BaseModel, Field, field_validator, Discriminator, JsonValue
+from mypy_boto3_bedrock_runtime.literals import DocumentFormatType, ImageFormatType
 from mypy_boto3_bedrock_runtime.type_defs import (
     ContentBlockTypeDef,
-    ToolUseBlockTypeDef,
-    ToolUseBlockOutputTypeDef,
     ToolResultBlockTypeDef,
     ToolResultContentBlockOutputTypeDef,
+    ToolUseBlockOutputTypeDef,
+    ToolUseBlockTypeDef,
 )
-from mypy_boto3_bedrock_runtime.literals import (
-    DocumentFormatType,
-    ImageFormatType,
-)
-from app.repositories.models.common import Base64EncodedBytes
+from pydantic import BaseModel, Discriminator, Field, JsonValue, field_validator
 
 
 class TextContentModel(BaseModel):
diff --git a/backend/app/repositories/models/custom_bot.py b/backend/app/repositories/models/custom_bot.py
index 19e9e9da1..b159b6aed 100644
--- a/backend/app/repositories/models/custom_bot.py
+++ b/backend/app/repositories/models/custom_bot.py
@@ -1,22 +1,21 @@
-from typing import Any, Dict, List, Type, get_args
+from typing import Any, Dict, List, Literal, Type, get_args
 
-from app.repositories.models.common import Float
+from app.repositories.models.common import DynamicBaseModel, Float
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import type_sync_status
-from pydantic import BaseModel, ConfigDict, create_model
 from app.routes.schemas.conversation import type_model_name
-from app.repositories.models.common import DynamicBaseModel
+from pydantic import BaseModel, ConfigDict, create_model
 
 
 def _create_model_activate_model(model_names: List[str]) -> Type[DynamicBaseModel]:
     fields: Dict[str, Any] = {
         name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
     }
-    return create_model("ModelActivateModel", __base__=DynamicBaseModel, **fields)
+    return create_model("ActiveModelsModel", __base__=DynamicBaseModel, **fields)
 
 
-ModelActivateModel: Type[BaseModel] = _create_model_activate_model(
+ActiveModelsModel: Type[BaseModel] = _create_model_activate_model(
     list(get_args(type_model_name))
 )
 
@@ -94,7 +93,7 @@ class BotModel(BaseModel):
     conversation_quick_starters: list[ConversationQuickStarterModel]
     bedrock_knowledge_base: BedrockKnowledgeBaseModel | None
     bedrock_guardrails: BedrockGuardrailsModel | None
-    model_activate: ModelActivateModel  # type: ignore
+    active_models: ActiveModelsModel  # type: ignore
 
     def has_knowledge(self) -> bool:
         return (
@@ -126,7 +125,7 @@ class BotAliasModel(BaseModel):
     has_knowledge: bool
     has_agent: bool
     conversation_quick_starters: list[ConversationQuickStarterModel]
-    model_activate: ModelActivateModel  # type: ignore
+    active_models: ActiveModelsModel  # type: ignore
 
 
 class BotMeta(BaseModel):
diff --git a/backend/app/routes/bot.py b/backend/app/routes/bot.py
index 893d25a56..b6b60b30a 100644
--- a/backend/app/routes/bot.py
+++ b/backend/app/routes/bot.py
@@ -1,4 +1,4 @@
-from typing import Literal, Dict, Any
+from typing import Any, Dict, Literal
 
 from app.dependencies import check_creating_bot_allowed
 from app.repositories.custom_bot import (
@@ -7,6 +7,7 @@
     update_bot_visibility,
 )
 from app.routes.schemas.bot import (
+    ActiveModelsOutput,
     Agent,
     AgentTool,
     BedrockGuardrailsOutput,
@@ -22,7 +23,6 @@
     ConversationQuickStarter,
     GenerationParams,
     Knowledge,
-    ModelActivateOutput,
 )
 from app.routes.schemas.conversation import type_model_name
 from app.usecases.bot import (
@@ -154,7 +154,7 @@ def get_private_bot(request: Request, bot_id: str):
             if bot.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput.model_validate(dict(bot.model_activate)),
+        active_models=ActiveModelsOutput.model_validate(dict(bot.active_models)),
     )
     return output
 
diff --git a/backend/app/routes/schemas/bot.py b/backend/app/routes/schemas/bot.py
index addb517e0..a267859f0 100644
--- a/backend/app/routes/schemas/bot.py
+++ b/backend/app/routes/schemas/bot.py
@@ -33,20 +33,20 @@ def _create_model_activate_input(model_names: List[str]) -> Type[BaseSchema]:
     fields: Dict[str, Any] = {
         name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
     }
-    return create_model("ModelActivateInput", **fields, __base__=BaseSchema)
+    return create_model("ActiveModelsInput", **fields, __base__=BaseSchema)
 
 
-ModelActivateInput = _create_model_activate_input(list(get_args(type_model_name)))
+ActiveModelsInput = _create_model_activate_input(list(get_args(type_model_name)))
 
 
 def create_model_activate_output(model_names: List[str]) -> Type[BaseSchema]:
     fields: Dict[str, Any] = {
         name.replace("-", "_").replace(".", "_"): (bool, True) for name in model_names
     }
-    return create_model("ModelActivateOutput", **fields, __base__=BaseSchema)
+    return create_model("ActiveModelsOutput", **fields, __base__=BaseSchema)
 
 
-ModelActivateOutput = create_model_activate_output(list(get_args(type_model_name)))
+ActiveModelsOutput = create_model_activate_output(list(get_args(type_model_name)))
 
 
 class GenerationParams(BaseSchema):
@@ -123,7 +123,7 @@ class BotInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput  # type: ignore
+    active_models: ActiveModelsInput  # type: ignore
 
 
 class BotModifyInput(BaseSchema):
@@ -137,7 +137,7 @@ class BotModifyInput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter] | None
     bedrock_knowledge_base: BedrockKnowledgeBaseInput | None = None
     bedrock_guardrails: BedrockGuardrailsInput | None = None
-    model_activate: ModelActivateInput  # type: ignore
+    active_models: ActiveModelsInput  # type: ignore
 
     def _has_update_files(self) -> bool:
         return self.knowledge is not None and (
@@ -251,7 +251,7 @@ class BotModifyOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput  # type: ignore
+    active_models: ActiveModelsOutput  # type: ignore
 
 
 class BotOutput(BaseSchema):
@@ -275,7 +275,7 @@ class BotOutput(BaseSchema):
     conversation_quick_starters: list[ConversationQuickStarter]
     bedrock_knowledge_base: BedrockKnowledgeBaseOutput | None
     bedrock_guardrails: BedrockGuardrailsOutput | None
-    model_activate: ModelActivateOutput  # type: ignore
+    active_models: ActiveModelsOutput  # type: ignore
 
 
 class BotMetaOutput(BaseSchema):
@@ -306,7 +306,7 @@ class BotSummaryOutput(BaseSchema):
     sync_status: type_sync_status
     has_knowledge: bool
     conversation_quick_starters: list[ConversationQuickStarter]
-    model_activate: ModelActivateOutput  # type: ignore
+    active_models: ActiveModelsOutput  # type: ignore
 
 
 class BotSwitchVisibilityInput(BaseSchema):
diff --git a/backend/app/routes/schemas/conversation.py b/backend/app/routes/schemas/conversation.py
index ebeec7eaa..3e57fccfd 100644
--- a/backend/app/routes/schemas/conversation.py
+++ b/backend/app/routes/schemas/conversation.py
@@ -1,16 +1,9 @@
-from typing import Literal, Annotated, TYPE_CHECKING
+from typing import Annotated, Literal
 
+from app.repositories.models.common import Base64EncodedBytes
 from app.routes.schemas.base import BaseSchema
-from pydantic import Field, Discriminator, JsonValue, root_validator
-
-from mypy_boto3_bedrock_runtime.literals import (
-    DocumentFormatType,
-    ImageFormatType,
-)
-
-# To avoid circular imports errors
-if TYPE_CHECKING:
-    from app.repositories.models.common import Base64EncodedBytes
+from mypy_boto3_bedrock_runtime.literals import DocumentFormatType, ImageFormatType
+from pydantic import Discriminator, Field, JsonValue, root_validator
 
 type_model_name = Literal[
     "claude-instant-v1",
@@ -46,7 +39,7 @@ class ImageContent(BaseSchema):
         ...,
         description="MIME type of the image. Must be specified if `content_type` is `image`.",
     )
-    body: "Base64EncodedBytes" = Field(..., description="Content body.")
+    body: Base64EncodedBytes = Field(..., description="Content body.")
 
 
 class AttachmentContent(BaseSchema):
@@ -57,7 +50,7 @@ class AttachmentContent(BaseSchema):
         ...,
         description="File name of the attachment. Must be specified if `content_type` is `attachment`.",
     )
-    body: "Base64EncodedBytes" = Field(..., description="Content body.")
+    body: Base64EncodedBytes = Field(..., description="Content body.")
 
 
 class FeedbackInput(BaseSchema):
@@ -116,13 +109,13 @@ class JsonToolResult(BaseSchema):
 
 class ImageToolResult(BaseSchema):
     format: ImageFormatType
-    image: "Base64EncodedBytes"
+    image: Base64EncodedBytes
 
 
 class DocumentToolResult(BaseSchema):
     format: DocumentFormatType
     name: str
-    document: "Base64EncodedBytes"
+    document: Base64EncodedBytes
 
 
 ToolResult = TextToolResult | JsonToolResult | ImageToolResult | DocumentToolResult
diff --git a/backend/app/usecases/bot.py b/backend/app/usecases/bot.py
index 266066fc6..95a994219 100644
--- a/backend/app/usecases/bot.py
+++ b/backend/app/usecases/bot.py
@@ -28,6 +28,7 @@
     update_bot_pin_status,
 )
 from app.repositories.models.custom_bot import (
+    ActiveModelsModel,
     AgentModel,
     AgentToolModel,
     BotAliasModel,
@@ -36,11 +37,12 @@
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
-    ModelActivateModel,
 )
 from app.repositories.models.custom_bot_guardrails import BedrockGuardrailsModel
 from app.repositories.models.custom_bot_kb import BedrockKnowledgeBaseModel
 from app.routes.schemas.bot import (
+    ActiveModelsInput,
+    ActiveModelsOutput,
     Agent,
     AgentTool,
     BotInput,
@@ -53,8 +55,6 @@
     GenerationParams,
     Knowledge,
     type_sync_status,
-    ModelActivateInput,
-    ModelActivateOutput,
 )
 from app.routes.schemas.bot_guardrails import BedrockGuardrailsOutput
 from app.routes.schemas.bot_kb import BedrockKnowledgeBaseOutput
@@ -213,8 +213,8 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
                 if bot_input.bedrock_guardrails
                 else None
             ),
-            model_activate=ModelActivateModel.model_validate(
-                dict(bot_input.model_activate)
+            active_models=ActiveModelsModel.model_validate(
+                dict(bot_input.active_models)
             ),
         ),
     )
@@ -268,9 +268,7 @@ def create_new_bot(user_id: str, bot_input: BotInput) -> BotOutput:
             if bot_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput.model_validate(
-            dict(bot_input.model_activate)
-        ),
+        active_models=ActiveModelsOutput.model_validate(dict(bot_input.active_models)),
     )
 
 
@@ -383,8 +381,8 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput.model_validate(
-            dict(modify_input.model_activate)
+        active_models=ActiveModelsOutput.model_validate(
+            dict(modify_input.active_models)
         ),
     )
 
@@ -429,8 +427,8 @@ def modify_owned_bot(
             if modify_input.bedrock_guardrails
             else None
         ),
-        model_activate=ModelActivateOutput.model_validate(
-            dict(modify_input.model_activate)
+        active_models=ActiveModelsOutput.model_validate(
+            dict(modify_input.active_models)
         ),
     )
 
@@ -533,7 +531,7 @@ def fetch_all_bots_by_user_id(
                     ConversationQuickStarter(**starter)
                     for starter in item.get("ConversationQuickStarters", [])
                 ]
-                or bot.model_activate != item["ModelActivate"]
+                or bot.active_models != item["ActiveModels"]
             ):
                 # Update alias to the latest original bot
                 store_alias(
@@ -551,8 +549,8 @@ def fetch_all_bots_by_user_id(
                         has_knowledge=bot.has_knowledge(),
                         has_agent=bot.is_agent_enabled(),
                         conversation_quick_starters=bot.conversation_quick_starters,
-                        model_activate=ModelActivateModel.model_validate(
-                            dict(bot.model_activate)
+                        active_models=ActiveModelsModel.model_validate(
+                            dict(bot.active_models)
                         ),
                     ),
                 )
@@ -650,7 +648,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=ModelActivateOutput.model_validate(dict(bot.model_activate)),
+            active_models=ActiveModelsOutput.model_validate(dict(bot.active_models)),
         )
 
     except RecordNotFoundError:
@@ -685,9 +683,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     for starter in alias.conversation_quick_starters
                 ]
             ),
-            model_activate=ModelActivateOutput.model_validate(
-                dict(alias.model_activate)
-            ),
+            active_models=ActiveModelsOutput.model_validate(dict(alias.active_models)),
         )
     except RecordNotFoundError:
         pass
@@ -717,8 +713,8 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                     )
                     for starter in bot.conversation_quick_starters
                 ],
-                model_activate=ModelActivateOutput.model_validate(
-                    dict(bot.model_activate)
+                active_models=ActiveModelsOutput.model_validate(
+                    dict(bot.active_models)
                 ),
             ),
         )
@@ -741,7 +737,7 @@ def fetch_bot_summary(user_id: str, bot_id: str) -> BotSummaryOutput:
                 )
                 for starter in bot.conversation_quick_starters
             ],
-            model_activate=ModelActivateOutput.model_validate(dict(bot.model_activate)),
+            active_models=ActiveModelsOutput.model_validate(dict(bot.active_models)),
         )
     except RecordNotFoundError:
         raise RecordNotFoundError(
diff --git a/backend/app/usecases/chat.py b/backend/app/usecases/chat.py
index 745d66981..44d7808db 100644
--- a/backend/app/usecases/chat.py
+++ b/backend/app/usecases/chat.py
@@ -7,11 +7,8 @@
 )
 from app.agents.tools.knowledge import create_knowledge_tool
 from app.agents.utils import get_tool_by_name
-from app.bedrock import (
-    call_converse_api,
-    compose_args_for_converse_api,
-)
-from app.prompt import build_rag_prompt, PROMPT_TO_CITE_TOOL_RESULTS
+from app.bedrock import call_converse_api, compose_args_for_converse_api
+from app.prompt import PROMPT_TO_CITE_TOOL_RESULTS, build_rag_prompt
 from app.repositories.conversation import (
     RecordNotFoundError,
     find_conversation_by_id,
@@ -20,13 +17,13 @@
 )
 from app.repositories.custom_bot import find_alias_by_id, store_alias
 from app.repositories.models.conversation import (
-    SimpleMessageModel,
     ConversationModel,
     MessageModel,
     RelatedDocumentModel,
+    SimpleMessageModel,
     TextContentModel,
-    ToolUseContentModel,
     ToolResultContentModel,
+    ToolUseContentModel,
 )
 from app.repositories.models.custom_bot import (
     BotAliasModel,
@@ -47,8 +44,8 @@
 from app.utils import get_current_time
 from app.vector_search import (
     SearchResult,
-    search_result_to_related_document,
     search_related_docs,
+    search_result_to_related_document,
     to_guardrails_grounding_source,
 )
 from ulid import ULID
@@ -159,7 +156,7 @@ def prepare_conversation(
                                     for starter in bot.conversation_quick_starters
                                 ]
                             ),
-                            model_activate=bot.model_activate,
+                            active_models=bot.active_models,
                         ),
                     )
 
diff --git a/backend/tests/test_repositories/test_conversation.py b/backend/tests/test_repositories/test_conversation.py
index f8cf1079b..cbc072b18 100644
--- a/backend/tests/test_repositories/test_conversation.py
+++ b/backend/tests/test_repositories/test_conversation.py
@@ -35,13 +35,13 @@
     ToolUseContentModelBody,
 )
 from app.repositories.models.custom_bot import (
+    ActiveModelsModel,
     AgentModel,
     AgentToolModel,
     BotModel,
     ConversationQuickStarterModel,
     GenerationParamsModel,
     KnowledgeModel,
-    ModelActivateModel,
 )
 from boto3.dynamodb.conditions import Key
 from botocore.exceptions import ClientError
@@ -534,7 +534,7 @@ def setUp(self):
         os.environ["CONVERSATION_TABLE_NAME"] = "test-table"
         os.environ["CONVERSATION_BUCKET_NAME"] = "test-bucket"
 
-        self.model_activate = ModelActivateModel(
+        self.active_models = ActiveModelsModel(
             claude3_sonnet_v1=True,
             claude3_haiku_v1=True,
             claude3_opus_v1=True,
@@ -654,7 +654,7 @@ def setUp(self):
             ],
             bedrock_knowledge_base=None,
             bedrock_guardrails=None,
-            model_activate=self.model_activate,
+            active_models=self.active_models,
         )
 
         self.bot2 = BotModel(
@@ -698,7 +698,7 @@ def setUp(self):
             ],
             bedrock_knowledge_base=None,
             bedrock_guardrails=None,
-            model_activate=self.model_activate,  # Added the missing field
+            active_models=self.active_models,  # Added the missing field
         )
 
         store_conversation("user", self.conversation1)
diff --git a/backend/tests/test_repositories/test_custom_bot.py b/backend/tests/test_repositories/test_custom_bot.py
index ba4605401..cd317f71c 100644
--- a/backend/tests/test_repositories/test_custom_bot.py
+++ b/backend/tests/test_repositories/test_custom_bot.py
@@ -22,6 +22,7 @@
     update_knowledge_base_id,
 )
 from app.repositories.models.custom_bot import (
+    ActiveModelsModel,
     AgentModel,
     AgentToolModel,
     BotAliasModel,
@@ -299,6 +300,7 @@ def test_update_bot(self):
                 guardrail_arn="arn:aws:guardrail",
                 guardrail_version="v1",
             ),
+            active_models=ActiveModelsModel(),
         )
 
         bot = find_private_bot_by_id("user1", "1")
@@ -388,6 +390,7 @@ def setUp(self) -> None:
             conversation_quick_starters=[
                 ConversationQuickStarterModel(title="QS title", example="QS example")
             ],
+            active_models=ActiveModelsModel(),
         )
         alias2 = BotAliasModel(
             id="alias2",
@@ -404,6 +407,7 @@ def setUp(self) -> None:
             conversation_quick_starters=[
                 ConversationQuickStarterModel(title="QS title", example="QS example")
             ],
+            active_models=ActiveModelsModel(),
         )
         store_bot("user1", bot1)
         store_bot("user1", bot2)
@@ -471,6 +475,7 @@ def setUp(self) -> None:
             conversation_quick_starters=[
                 ConversationQuickStarterModel(title="QS title", example="QS example")
             ],
+            active_models=ActiveModelsModel(),
         )
         store_bot("user1", bot1)
         store_bot("user1", bot2)
@@ -507,6 +512,7 @@ def test_update_bot_visibility(self):
             sync_status_reason="",
             display_retrieved_chunks=True,
             conversation_quick_starters=[],
+            active_models=ActiveModelsModel(),
         )
         bots = fetch_all_bots_by_user_id("user1", limit=3)
         self.assertEqual(len(bots), 3)
diff --git a/backend/tests/test_repositories/utils/bot_factory.py b/backend/tests/test_repositories/utils/bot_factory.py
index 46a7d103f..95c848df1 100644
--- a/backend/tests/test_repositories/utils/bot_factory.py
+++ b/backend/tests/test_repositories/utils/bot_factory.py
@@ -5,6 +5,7 @@
 
 
 from app.repositories.models.custom_bot import (
+    ActiveModelsModel,
     AgentModel,
     AgentToolModel,
     BedrockGuardrailsModel,
@@ -73,6 +74,7 @@ def create_test_private_bot(
         ),
         bedrock_knowledge_base=bedrock_knowledge_base,
         bedrock_guardrails=bedrock_guardrails,
+        active_models=ActiveModelsModel(),
     )
 
 
@@ -127,4 +129,5 @@ def create_test_public_bot(
         ),
         bedrock_knowledge_base=bedrock_knowledge_base,
         bedrock_guardrails=bedrock_guardrails,
+        active_models=ActiveModelsModel(),
     )
diff --git a/backend/tests/test_usecases/utils/bot_factory.py b/backend/tests/test_usecases/utils/bot_factory.py
index 9fe8f0d05..40e4c8668 100644
--- a/backend/tests/test_usecases/utils/bot_factory.py
+++ b/backend/tests/test_usecases/utils/bot_factory.py
@@ -5,6 +5,7 @@
 
 from app.agents.tools.internet_search import internet_search_tool
 from app.repositories.models.custom_bot import (
+    ActiveModelsModel,
     AgentModel,
     AgentToolModel,
     BotAliasModel,
@@ -77,6 +78,7 @@ def create_test_private_bot(
         conversation_quick_starters=[],
         bedrock_knowledge_base=bedrock_knowledge_base,
         bedrock_guardrails=bedrock_guardrails,
+        active_models=ActiveModelsModel(),
     )
 
 
@@ -131,6 +133,7 @@ def create_test_public_bot(
         conversation_quick_starters=[],
         bedrock_knowledge_base=bedrock_knowledge_base,
         bedrock_guardrails=bedrock_guardrails,
+        active_models=ActiveModelsModel(),
     )
 
 
@@ -148,6 +151,7 @@ def create_test_bot_alias(id, original_bot_id, is_pinned):
         has_knowledge=True,
         has_agent=False,
         conversation_quick_starters=[],
+        active_models=ActiveModelsModel(),
     )
 
 
diff --git a/frontend/src/@types/bot.d.ts b/frontend/src/@types/bot.d.ts
index c0405967f..9bb1a1b23 100644
--- a/frontend/src/@types/bot.d.ts
+++ b/frontend/src/@types/bot.d.ts
@@ -2,7 +2,7 @@ import { BedrockKnowledgeBase } from '../features/knowledgeBase/types';
 import { Model } from './conversation';
 export type BotKind = 'private' | 'mixed';
 
-type ModelActivate = {
+type ActiveModels = {
   [K in Model]: boolean;
 };
 
@@ -78,14 +78,14 @@ export type BotDetails = BotMeta & {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails: GuardrailsParams;
   bedrockKnowledgeBase: BedrockKnowledgeBase;
-  modelActivate: ModelActivate;
+  activeModels: ActiveModels;
 };
 
 export type BotSummary = BotMeta & {
   hasKnowledge: boolean;
   hasAgent: boolean;
   conversationQuickStarters: ConversationQuickStarter[];
-  modelActivate: ModelActivate;
+  activeModels: ActiveModels;
 };
 
 export type BotFile = {
@@ -107,7 +107,7 @@ export type RegisterBotRequest = {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails?: GuardrailsParams;
   bedrockKnowledgeBase?: BedrockKnowledgeBase;
-  modelActivate: ModelActivate;
+  activeModels: ActiveModels;
 };
 
 export type RegisterBotResponse = BotDetails;
@@ -123,7 +123,7 @@ export type UpdateBotRequest = {
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockGuardrails?: GuardrailsParams;
   bedrockKnowledgeBase?: BedrockKnowledgeBase;
-  modelActivate: ModelActivate;
+  activeModels: ActiveModels;
 };
 
 export type UpdateBotResponse = {
@@ -136,7 +136,7 @@ export type UpdateBotResponse = {
   displayRetrievedChunks: boolean;
   conversationQuickStarters: ConversationQuickStarter[];
   bedrockKnowledgeBase: BedrockKnowledgeBase;
-  modelActivate: ModelActivate;
+  activeModels: ActiveModels;
 };
 
 export type UpdateBotPinnedRequest = {
diff --git a/frontend/src/components/SwitchBedrockModel.stories.tsx b/frontend/src/components/SwitchBedrockModel.stories.tsx
index 13395ed3a..decd2dccd 100644
--- a/frontend/src/components/SwitchBedrockModel.stories.tsx
+++ b/frontend/src/components/SwitchBedrockModel.stories.tsx
@@ -1,8 +1,11 @@
 import SwitchBedrockModel from './SwitchBedrockModel';
-import { MODEL_KEYS } from '../constants'
-import { ModelActivate } from '../@types/bot';
+import { MODEL_KEYS } from '../constants';
+import { ActiveModels } from '../@types/bot';
 
-export const Ideal = () => <SwitchBedrockModel modelActivate={Object.fromEntries(
-  MODEL_KEYS.map(key => [key, true])
-) as ModelActivate
-}/>;
+export const Ideal = () => (
+  <SwitchBedrockModel
+    activeModels={
+      Object.fromEntries(MODEL_KEYS.map((key) => [key, true])) as ActiveModels
+    }
+  />
+);
diff --git a/frontend/src/components/SwitchBedrockModel.tsx b/frontend/src/components/SwitchBedrockModel.tsx
index 577180eb1..51f21d441 100644
--- a/frontend/src/components/SwitchBedrockModel.tsx
+++ b/frontend/src/components/SwitchBedrockModel.tsx
@@ -4,31 +4,40 @@ import { Popover, Transition } from '@headlessui/react';
 import { Fragment } from 'react/jsx-runtime';
 import { useMemo } from 'react';
 import { PiCaretDown, PiCheck } from 'react-icons/pi';
-import { ModelActivate } from '../@types/bot';
+import { ActiveModels } from '../@types/bot';
 import { toCamelCase } from '../utils/StringUtils';
 
 interface Props extends BaseProps {
-  modelActivate: ModelActivate;
+  activeModels: ActiveModels;
   botId?: string | null;
 }
 
 const SwitchBedrockModel: React.FC<Props> = (props) => {
-  const { availableModels: allModels, modelId, setModelId } = useModel(props.botId, props.modelActivate);
+  const {
+    availableModels: allModels,
+    modelId,
+    setModelId,
+  } = useModel(props.botId, props.activeModels);
 
   const availableModels = useMemo(() => {
-    return allModels.filter(model => {
-      if (props.modelActivate) {
-        return props.modelActivate[toCamelCase(model.modelId) as keyof ModelActivate] === true;
+    return allModels.filter((model) => {
+      if (props.activeModels) {
+        return (
+          props.activeModels[
+            toCamelCase(model.modelId) as keyof ActiveModels
+          ] === true
+        );
       }
       return true;
     });
-  }, [allModels, props.modelActivate]);
+  }, [allModels, props.activeModels]);
 
   const modelName = useMemo(() => {
-    return availableModels.find((model) => model.modelId === modelId)?.label ?? '';
+    return (
+      availableModels.find((model) => model.modelId === modelId)?.label ?? ''
+    );
   }, [availableModels, modelId]);
 
-
   return (
     <div className="">
       <Popover className="relative">
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index e550ee56b..0ba30fd02 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -13,7 +13,11 @@ import Alert from '../../../components/Alert';
 import KnowledgeFileUploader from '../../../components/KnowledgeFileUploader';
 import GenerationConfig from '../../../components/GenerationConfig';
 import Select from '../../../components/Select';
-import { BotFile, ConversationQuickStarter, ModelActivate } from '../../../@types/bot';
+import {
+  BotFile,
+  ConversationQuickStarter,
+  ActiveModels,
+} from '../../../@types/bot';
 import { ParsingModel } from '../types';
 import { ulid } from 'ulid';
 import {
@@ -46,7 +50,7 @@ import {
 import {
   GUARDRAILS_FILTERS_THRESHOLD,
   GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD,
-  MODEL_KEYS
+  MODEL_KEYS,
 } from '../../../constants';
 import {
   ChunkingStrategy,
@@ -59,20 +63,18 @@ import {
   SearchType,
   WebCrawlingScope,
 } from '../types';
-import { 
-  toCamelCase
-} from '../../../utils/StringUtils';
+import { toCamelCase } from '../../../utils/StringUtils';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
 
 const edgeGenerationParams =
-MISTRAL_ENABLED === true
+  MISTRAL_ENABLED === true
     ? EDGE_MISTRAL_GENERATION_PARAMS
     : EDGE_GENERATION_PARAMS;
 
 const defaultGenerationConfig =
-MISTRAL_ENABLED === true
+  MISTRAL_ENABLED === true
     ? DEFAULT_MISTRAL_GENERATION_CONFIG
     : DEFAULT_GENERATION_CONFIG;
 
@@ -115,7 +117,8 @@ const BotKbEditPage: React.FC = () => {
       example: '',
     },
   ]);
-  const [webCrawlingScope, setWebCrawlingScope] = useState<WebCrawlingScope>('DEFAULT');
+  const [webCrawlingScope, setWebCrawlingScope] =
+    useState<WebCrawlingScope>('DEFAULT');
 
   const [knowledgeBaseId, setKnowledgeBaseId] = useState<string | null>(null); // Send null when creating a new bot
   const [embeddingsModel, setEmbeddingsModel] =
@@ -130,7 +133,9 @@ const BotKbEditPage: React.FC = () => {
   const [relevanceThreshold, setRelevanceThreshold] = useState<number>(0);
   const [guardrailArn, setGuardrailArn] = useState<string>('');
   const [guardrailVersion, setGuardrailVersion] = useState<string>('');
-  const [parsingModel, setParsingModel] = useState<ParsingModel | undefined>(undefined);
+  const [parsingModel, setParsingModel] = useState<ParsingModel | undefined>(
+    undefined
+  );
   const [webCrawlingFilters, setWebCrawlingFilters] = useState<{
     includePatterns: string[];
     excludePatterns: string[];
@@ -139,59 +144,57 @@ const BotKbEditPage: React.FC = () => {
     excludePatterns: [''],
   });
 
-  const [modelActivate, setModelActivate] = useState<ModelActivate>(() => {
+  const [activeModels, setActiveModels] = useState<ActiveModels>(() => {
     const initialState = MODEL_KEYS.reduce((acc, key) => {
-      acc[toCamelCase(key) as keyof ModelActivate] = true;
+      acc[toCamelCase(key) as keyof ActiveModels] = true;
       return acc;
-    }, {} as ModelActivate);
+    }, {} as ActiveModels);
     return initialState;
   });
 
-  const modelActivateOptions: {
-    key: string,
-    label: string
-  }[] =  (() => {
-    return MISTRAL_ENABLED 
-      ?
-        [
+  const activeModelsOptions: {
+    key: string;
+    label: string;
+  }[] = (() => {
+    return MISTRAL_ENABLED
+      ? [
           {
             key: 'mistral-7b-instruct',
-            label: t('model.mistral7b.label')
+            label: t('model.mistral7b.label'),
           },
           {
             key: 'mixtral-8x7b-instruct',
-            label: t('model.mistral8x7b.label')
+            label: t('model.mistral8x7b.label'),
           },
           {
             key: 'mistral-large',
-            label: t('model.mistralLarge.label')
-          }
+            label: t('model.mistralLarge.label'),
+          },
         ]
-      :
-        [
+      : [
           {
             key: 'claude-v3-sonnet',
-            label: t('model.sonnet3.label')
+            label: t('model.sonnet3.label'),
           },
           {
             key: 'claude-v3-haiku',
-            label: t("model.haiku3.label")
+            label: t('model.haiku3.label'),
           },
           {
             key: 'claude-v3-opus',
-            label: t("model.opus3.label")
+            label: t('model.opus3.label'),
           },
           {
             key: 'claude-v3.5-sonnet',
-            label: t('model.sonnet3-5.label')
+            label: t('model.sonnet3-5.label'),
           },
           {
             key: 'claude-v3.5-sonnet-v2',
-            label: t('model.sonnet3-5-v2.label')
+            label: t('model.sonnet3-5-v2.label'),
           },
           {
             key: 'claude-v3.5-haiku',
-            label: t('model.haiku3-5.label')
+            label: t('model.haiku3-5.label'),
           },
           {
             key: 'amazon-nova-pro',
@@ -204,25 +207,25 @@ const BotKbEditPage: React.FC = () => {
           {
             key: 'amazon-nova-micro',
             label: t('model.novaMicro.label'),
-          }
-        ]
+          },
+        ];
   })();
 
   const embeddingsModelOptions: {
     label: string;
     value: EmbeddingsModel;
   }[] = [
-      {
-        label: t('knowledgeBaseSettings.embeddingModel.titan_v2.label'),
-        value: 'titan_v2',
-      },
-      {
-        label: t(
-          'knowledgeBaseSettings.embeddingModel.cohere_multilingual_v3.label'
-        ),
-        value: 'cohere_multilingual_v3',
-      },
-    ];
+    {
+      label: t('knowledgeBaseSettings.embeddingModel.titan_v2.label'),
+      value: 'titan_v2',
+    },
+    {
+      label: t(
+        'knowledgeBaseSettings.embeddingModel.cohere_multilingual_v3.label'
+      ),
+      value: 'cohere_multilingual_v3',
+    },
+  ];
 
   const [chunkingStrategy, setChunkingStrategy] =
     useState<ChunkingStrategy>('default');
@@ -233,19 +236,31 @@ const BotKbEditPage: React.FC = () => {
     description: string;
   }[] = [
     {
-      label: t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.default.label'),
+      label: t(
+        'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.default.label'
+      ),
       value: 'DEFAULT',
-      description: t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.default.hint'),
+      description: t(
+        'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.default.hint'
+      ),
     },
     {
-      label: t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.subdomains.label'),
+      label: t(
+        'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.subdomains.label'
+      ),
       value: 'SUBDOMAINS',
-      description: t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.subdomains.hint'),
+      description: t(
+        'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.subdomains.hint'
+      ),
     },
     {
-      label: t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.hostOnly.label'),
+      label: t(
+        'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.hostOnly.label'
+      ),
       value: 'HOST_ONLY',
-      description: t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.hostOnly.hint'),
+      description: t(
+        'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.hostOnly.hint'
+      ),
     },
   ];
 
@@ -254,33 +269,35 @@ const BotKbEditPage: React.FC = () => {
     value: ChunkingStrategy;
     description: string;
   }[] = [
-      {
-        label: t('knowledgeBaseSettings.chunkingStrategy.default.label'),
-        value: 'default',
-        description: t('knowledgeBaseSettings.chunkingStrategy.default.hint'),
-      },
-      {
-        label: t('knowledgeBaseSettings.chunkingStrategy.fixed_size.label'),
-        value: 'fixed_size',
-        description: t('knowledgeBaseSettings.chunkingStrategy.fixed_size.hint'),
-      },
-      {
-        label: t('knowledgeBaseSettings.chunkingStrategy.hierarchical.label'),
-        value: 'hierarchical',
-        description: t('knowledgeBaseSettings.chunkingStrategy.hierarchical.hint'),
-      },
-      {
-        label: t('knowledgeBaseSettings.chunkingStrategy.semantic.label'),
-        value: 'semantic',
-        description: t('knowledgeBaseSettings.chunkingStrategy.semantic.hint'),
-      },
-      {
-        label: t('knowledgeBaseSettings.chunkingStrategy.none.label'),
-        value: 'none',
-        description: t('knowledgeBaseSettings.chunkingStrategy.none.hint'),
-      },
-    ];
-  
+    {
+      label: t('knowledgeBaseSettings.chunkingStrategy.default.label'),
+      value: 'default',
+      description: t('knowledgeBaseSettings.chunkingStrategy.default.hint'),
+    },
+    {
+      label: t('knowledgeBaseSettings.chunkingStrategy.fixed_size.label'),
+      value: 'fixed_size',
+      description: t('knowledgeBaseSettings.chunkingStrategy.fixed_size.hint'),
+    },
+    {
+      label: t('knowledgeBaseSettings.chunkingStrategy.hierarchical.label'),
+      value: 'hierarchical',
+      description: t(
+        'knowledgeBaseSettings.chunkingStrategy.hierarchical.hint'
+      ),
+    },
+    {
+      label: t('knowledgeBaseSettings.chunkingStrategy.semantic.label'),
+      value: 'semantic',
+      description: t('knowledgeBaseSettings.chunkingStrategy.semantic.hint'),
+    },
+    {
+      label: t('knowledgeBaseSettings.chunkingStrategy.none.label'),
+      value: 'none',
+      description: t('knowledgeBaseSettings.chunkingStrategy.none.hint'),
+    },
+  ];
+
   const parsingModelOptions: {
     label: string;
     value: ParsingModel;
@@ -294,12 +311,16 @@ const BotKbEditPage: React.FC = () => {
     {
       label: t('knowledgeBaseSettings.parsingModel.claude_3_sonnet_v1.label'),
       value: 'anthropic.claude-3-sonnet-v1',
-      description: t('knowledgeBaseSettings.parsingModel.claude_3_sonnet_v1.hint'),
+      description: t(
+        'knowledgeBaseSettings.parsingModel.claude_3_sonnet_v1.hint'
+      ),
     },
     {
       label: t('knowledgeBaseSettings.parsingModel.claude_3_haiku_v1.label'),
       value: 'anthropic.claude-3-haiku-v1',
-      description: t('knowledgeBaseSettings.parsingModel.claude_3_haiku_v1.hint'),
+      description: t(
+        'knowledgeBaseSettings.parsingModel.claude_3_haiku_v1.hint'
+      ),
     },
   ];
 
@@ -307,9 +328,8 @@ const BotKbEditPage: React.FC = () => {
     DEFAULT_FIXED_CHUNK_PARAMS
   );
 
-  const [hierarchicalParams, setHierarchicalParams] = useState<HierarchicalParams>(
-    DEFAULT_HIERARCHICAL_CHUNK_PARAMS
-  );
+  const [hierarchicalParams, setHierarchicalParams] =
+    useState<HierarchicalParams>(DEFAULT_HIERARCHICAL_CHUNK_PARAMS);
 
   const [semanticParams, setSemanticParams] = useState<SemanticParams>(
     DEFAULT_SEMANTIC_CHUNK_PARAMS
@@ -330,28 +350,28 @@ const BotKbEditPage: React.FC = () => {
     value: string;
     description: string;
   }[] = [
-      {
-        label: t('knowledgeBaseSettings.opensearchAnalyzer.icu.label'),
-        value: 'icu',
-        description: t('knowledgeBaseSettings.opensearchAnalyzer.icu.hint', {
-          tokenizer: OPENSEARCH_ANALYZER['icu'].analyzer!.tokenizer,
-          normalizer: OPENSEARCH_ANALYZER['icu'].analyzer!.characterFilters,
-        }),
-      },
-      {
-        label: t('knowledgeBaseSettings.opensearchAnalyzer.kuromoji.label'),
-        value: 'kuromoji',
-        description: t('knowledgeBaseSettings.opensearchAnalyzer.kuromoji.hint', {
-          tokenizer: OPENSEARCH_ANALYZER['kuromoji'].analyzer!.tokenizer,
-          normalizer: OPENSEARCH_ANALYZER['icu'].analyzer!.characterFilters,
-        }),
-      },
-      {
-        label: t('knowledgeBaseSettings.opensearchAnalyzer.none.label'),
-        value: 'none',
-        description: t('knowledgeBaseSettings.opensearchAnalyzer.none.hint'),
-      },
-    ];
+    {
+      label: t('knowledgeBaseSettings.opensearchAnalyzer.icu.label'),
+      value: 'icu',
+      description: t('knowledgeBaseSettings.opensearchAnalyzer.icu.hint', {
+        tokenizer: OPENSEARCH_ANALYZER['icu'].analyzer!.tokenizer,
+        normalizer: OPENSEARCH_ANALYZER['icu'].analyzer!.characterFilters,
+      }),
+    },
+    {
+      label: t('knowledgeBaseSettings.opensearchAnalyzer.kuromoji.label'),
+      value: 'kuromoji',
+      description: t('knowledgeBaseSettings.opensearchAnalyzer.kuromoji.hint', {
+        tokenizer: OPENSEARCH_ANALYZER['kuromoji'].analyzer!.tokenizer,
+        normalizer: OPENSEARCH_ANALYZER['icu'].analyzer!.characterFilters,
+      }),
+    },
+    {
+      label: t('knowledgeBaseSettings.opensearchAnalyzer.none.label'),
+      value: 'none',
+      description: t('knowledgeBaseSettings.opensearchAnalyzer.none.hint'),
+    },
+  ];
 
   const [searchParams, setSearchParams] = useState<SearchParams>(
     DEFAULT_SEARCH_CONFIG
@@ -362,17 +382,17 @@ const BotKbEditPage: React.FC = () => {
     value: SearchType;
     description: string;
   }[] = [
-      {
-        label: t('searchSettings.searchType.hybrid.label'),
-        value: 'hybrid',
-        description: t('searchSettings.searchType.hybrid.hint'),
-      },
-      {
-        label: t('searchSettings.searchType.semantic.label'),
-        value: 'semantic',
-        description: t('searchSettings.searchType.semantic.hint'),
-      },
-    ];
+    {
+      label: t('searchSettings.searchType.hybrid.label'),
+      value: 'hybrid',
+      description: t('searchSettings.searchType.hybrid.hint'),
+    },
+    {
+      label: t('searchSettings.searchType.semantic.label'),
+      value: 'semantic',
+      description: t('searchSettings.searchType.semantic.hint'),
+    },
+  ];
 
   const {
     errorMessages,
@@ -496,26 +516,43 @@ const BotKbEditPage: React.FC = () => {
             bot.conversationQuickStarters.length > 0
               ? bot.conversationQuickStarters
               : [
-                {
-                  title: '',
-                  example: '',
-                },
-              ]
+                  {
+                    title: '',
+                    example: '',
+                  },
+                ]
           );
           setKnowledgeBaseId(bot.bedrockKnowledgeBase.knowledgeBaseId);
           setEmbeddingsModel(bot.bedrockKnowledgeBase!.embeddingsModel);
-          setChunkingStrategy(bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy);
-          if (bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy == 'fixed_size') {
+          setChunkingStrategy(
+            bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy
+          );
+          if (
+            bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy ==
+            'fixed_size'
+          ) {
             setFixedSizeParams(
-              (bot.bedrockKnowledgeBase!.chunkingConfiguration) as FixedSizeParams ?? DEFAULT_FIXED_CHUNK_PARAMS
+              (bot.bedrockKnowledgeBase!
+                .chunkingConfiguration as FixedSizeParams) ??
+                DEFAULT_FIXED_CHUNK_PARAMS
             );
-          } else if (bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy == 'hierarchical') {
+          } else if (
+            bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy ==
+            'hierarchical'
+          ) {
             setHierarchicalParams(
-              (bot.bedrockKnowledgeBase!.chunkingConfiguration) as HierarchicalParams ?? DEFAULT_HIERARCHICAL_CHUNK_PARAMS
+              (bot.bedrockKnowledgeBase!
+                .chunkingConfiguration as HierarchicalParams) ??
+                DEFAULT_HIERARCHICAL_CHUNK_PARAMS
             );
-          } else if (bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy == 'semantic') {
+          } else if (
+            bot.bedrockKnowledgeBase!.chunkingConfiguration.chunkingStrategy ==
+            'semantic'
+          ) {
             setSemanticParams(
-              (bot.bedrockKnowledgeBase!.chunkingConfiguration) as SemanticParams ?? DEFAULT_SEMANTIC_CHUNK_PARAMS
+              (bot.bedrockKnowledgeBase!
+                .chunkingConfiguration as SemanticParams) ??
+                DEFAULT_SEMANTIC_CHUNK_PARAMS
             );
           }
 
@@ -563,12 +600,16 @@ const BotKbEditPage: React.FC = () => {
               : 0
           );
           setParsingModel(bot.bedrockKnowledgeBase.parsingModel);
-          setWebCrawlingScope(bot.bedrockKnowledgeBase.webCrawlingScope ?? 'DEFAULT');
+          setWebCrawlingScope(
+            bot.bedrockKnowledgeBase.webCrawlingScope ?? 'DEFAULT'
+          );
           setWebCrawlingFilters({
-            includePatterns: bot.bedrockKnowledgeBase.webCrawlingFilters?.includePatterns || [''],
-            excludePatterns: bot.bedrockKnowledgeBase.webCrawlingFilters?.excludePatterns || [''],
+            includePatterns: bot.bedrockKnowledgeBase.webCrawlingFilters
+              ?.includePatterns || [''],
+            excludePatterns: bot.bedrockKnowledgeBase.webCrawlingFilters
+              ?.excludePatterns || [''],
           });
-          setModelActivate(bot.modelActivate);
+          setActiveModels(bot.activeModels);
         })
         .finally(() => {
           setIsLoading(false);
@@ -583,17 +624,14 @@ const BotKbEditPage: React.FC = () => {
     return pattern.test(syncErrorMessage);
   }, []);
 
-  const onChangeModelActivate = useCallback(
-    (key: string, value: boolean) => {
-      setModelActivate((prevState) => {
-        const camelKey = toCamelCase(key) as keyof ModelActivate;
-        const newState = { ...prevState };
-        newState[camelKey] = value;
-        return newState;
-      });
-    },
-    []
-  );
+  const onChangeActiveModels = useCallback((key: string, value: boolean) => {
+    setActiveModels((prevState) => {
+      const camelKey = toCamelCase(key) as keyof ActiveModels;
+      const newState = { ...prevState };
+      newState[camelKey] = value;
+      return newState;
+    });
+  }, []);
 
   const onChangeS3Url = useCallback(
     (s3Url: string, idx: number) => {
@@ -791,16 +829,22 @@ const BotKbEditPage: React.FC = () => {
       // Update maxTokens based on the selected embeddings model
       const maxEdgeFixed = EDGE_FIXED_CHUNK_PARAMS.maxTokens.MAX[value];
       const maxEdgeSemantic = EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.MAX[value];
-      if (chunkingStrategy == 'fixed_size' && fixedSizeParams.maxTokens > maxEdgeFixed) {
+      if (
+        chunkingStrategy == 'fixed_size' &&
+        fixedSizeParams.maxTokens > maxEdgeFixed
+      ) {
         setFixedSizeParams((params) => ({
           ...params,
           maxTokens: maxEdgeFixed,
-        }))
-      } else if (chunkingStrategy == 'semantic' && semanticParams.maxTokens > maxEdgeSemantic) {
+        }));
+      } else if (
+        chunkingStrategy == 'semantic' &&
+        semanticParams.maxTokens > maxEdgeSemantic
+      ) {
         setSemanticParams((params) => ({
           ...params,
           maxTokens: maxEdgeSemantic,
-        }))
+        }));
       }
     },
     [chunkingStrategy, fixedSizeParams.maxTokens, semanticParams.maxTokens]
@@ -862,7 +906,8 @@ const BotKbEditPage: React.FC = () => {
         );
         return false;
       } else if (
-        fixedSizeParams.maxTokens > EDGE_FIXED_CHUNK_PARAMS.maxTokens.MAX[embeddingsModel]
+        fixedSizeParams.maxTokens >
+        EDGE_FIXED_CHUNK_PARAMS.maxTokens.MAX[embeddingsModel]
       ) {
         setErrorMessages(
           'fixedSizeParams.maxTokens',
@@ -873,7 +918,10 @@ const BotKbEditPage: React.FC = () => {
         return false;
       }
 
-      if (fixedSizeParams.overlapPercentage < EDGE_FIXED_CHUNK_PARAMS.overlapPercentage.MIN) {
+      if (
+        fixedSizeParams.overlapPercentage <
+        EDGE_FIXED_CHUNK_PARAMS.overlapPercentage.MIN
+      ) {
         setErrorMessages(
           'fixedSizeParams.overlapPercentage',
           t('validation.minRange.message', {
@@ -882,7 +930,8 @@ const BotKbEditPage: React.FC = () => {
         );
         return false;
       } else if (
-        fixedSizeParams.overlapPercentage > EDGE_FIXED_CHUNK_PARAMS.overlapPercentage.MAX
+        fixedSizeParams.overlapPercentage >
+        EDGE_FIXED_CHUNK_PARAMS.overlapPercentage.MAX
       ) {
         setErrorMessages(
           'fixedSizeParams.overlapPercentage',
@@ -893,7 +942,10 @@ const BotKbEditPage: React.FC = () => {
         return false;
       }
     } else if (chunkingStrategy === 'hierarchical') {
-      if (hierarchicalParams.overlapTokens < EDGE_HIERARCHICAL_CHUNK_PARAMS.overlapTokens.MIN) {
+      if (
+        hierarchicalParams.overlapTokens <
+        EDGE_HIERARCHICAL_CHUNK_PARAMS.overlapTokens.MIN
+      ) {
         setErrorMessages(
           'hierarchicalParams.overlapTokens',
           t('validation.minRange.message', {
@@ -903,7 +955,10 @@ const BotKbEditPage: React.FC = () => {
         return false;
       }
 
-      if (hierarchicalParams.maxParentTokenSize < EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MIN) {
+      if (
+        hierarchicalParams.maxParentTokenSize <
+        EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MIN
+      ) {
         setErrorMessages(
           'hierarchicalParams.maxParentTokenSize',
           t('validation.minRange.message', {
@@ -912,18 +967,24 @@ const BotKbEditPage: React.FC = () => {
         );
         return false;
       } else if (
-        hierarchicalParams.maxParentTokenSize > EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MAX[embeddingsModel]
+        hierarchicalParams.maxParentTokenSize >
+        EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MAX[embeddingsModel]
       ) {
         setErrorMessages(
           'hierarchicalParams.maxParentTokenSize',
           t('validation.maxRange.message', {
-            size: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MAX[embeddingsModel],
+            size: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MAX[
+              embeddingsModel
+            ],
           })
         );
         return false;
       }
 
-      if (hierarchicalParams.maxChildTokenSize < EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MIN) {
+      if (
+        hierarchicalParams.maxChildTokenSize <
+        EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MIN
+      ) {
         setErrorMessages(
           'hierarchicalParams.maxChildTokenSize',
           t('validation.minRange.message', {
@@ -932,18 +993,24 @@ const BotKbEditPage: React.FC = () => {
         );
         return false;
       } else if (
-        hierarchicalParams.maxChildTokenSize > EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MAX[embeddingsModel]
+        hierarchicalParams.maxChildTokenSize >
+        EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MAX[embeddingsModel]
       ) {
         setErrorMessages(
           'hierarchicalParams.maxChildTokenSize',
           t('validation.maxRange.message', {
-            size: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MAX[embeddingsModel],
+            size: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MAX[
+              embeddingsModel
+            ],
           })
         );
         return false;
       }
 
-      if (hierarchicalParams.maxParentTokenSize < hierarchicalParams.maxChildTokenSize) {
+      if (
+        hierarchicalParams.maxParentTokenSize <
+        hierarchicalParams.maxChildTokenSize
+      ) {
         setErrorMessages(
           'hierarchicalParams.maxParentTokenSize',
           t('validation.parentTokenRange.message')
@@ -960,7 +1027,8 @@ const BotKbEditPage: React.FC = () => {
         );
         return false;
       } else if (
-        semanticParams.maxTokens > EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.MAX[embeddingsModel]
+        semanticParams.maxTokens >
+        EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.MAX[embeddingsModel]
       ) {
         setErrorMessages(
           'semanticParams.maxTokens',
@@ -971,7 +1039,9 @@ const BotKbEditPage: React.FC = () => {
         return false;
       }
 
-      if (semanticParams.bufferSize < EDGE_SEMANTIC_CHUNK_PARAMS.bufferSize.MIN) {
+      if (
+        semanticParams.bufferSize < EDGE_SEMANTIC_CHUNK_PARAMS.bufferSize.MIN
+      ) {
         setErrorMessages(
           'semanticParams.bufferSize',
           t('validation.minRange.message', {
@@ -991,7 +1061,10 @@ const BotKbEditPage: React.FC = () => {
         return false;
       }
 
-      if (semanticParams.breakpointPercentileThreshold < EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.MIN) {
+      if (
+        semanticParams.breakpointPercentileThreshold <
+        EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.MIN
+      ) {
         setErrorMessages(
           'semanticParams.breakpointPercentileThreshold',
           t('validation.minRange.message', {
@@ -1000,7 +1073,8 @@ const BotKbEditPage: React.FC = () => {
         );
         return false;
       } else if (
-        semanticParams.breakpointPercentileThreshold > EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.MAX
+        semanticParams.breakpointPercentileThreshold >
+        EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.MAX
       ) {
         setErrorMessages(
           'semanticParams.breakpointPercentileThreshold',
@@ -1149,7 +1223,7 @@ const BotKbEditPage: React.FC = () => {
         guardrailArn: '',
         guardrailVersion: '',
       },
-      modelActivate,
+      activeModels,
     })
       .then(() => {
         navigate('/bot/explore');
@@ -1194,7 +1268,7 @@ const BotKbEditPage: React.FC = () => {
     parsingModel,
     webCrawlingScope,
     webCrawlingFilters,
-    modelActivate,
+    activeModels,
   ]);
 
   const onClickEdit = useCallback(() => {
@@ -1272,7 +1346,7 @@ const BotKbEditPage: React.FC = () => {
           guardrailArn: guardrailArn,
           guardrailVersion: guardrailVersion,
         },
-        modelActivate,
+        activeModels,
       })
         .then(() => {
           navigate('/bot/explore');
@@ -1323,7 +1397,7 @@ const BotKbEditPage: React.FC = () => {
     parsingModel,
     webCrawlingScope,
     webCrawlingFilters,
-    modelActivate,
+    activeModels,
   ]);
 
   const [isOpenSamples, setIsOpenSamples] = useState(false);
@@ -1496,9 +1570,7 @@ const BotKbEditPage: React.FC = () => {
                         />
                         <ButtonIcon
                           className="text-red"
-                          disabled={
-                            (urls.length === 1 && !url[0]) || isLoading
-                          }
+                          disabled={(urls.length === 1 && !url[0]) || isLoading}
                           onClick={() => {
                             onClickRemoveUrls(idx);
                           }}>
@@ -1521,10 +1593,11 @@ const BotKbEditPage: React.FC = () => {
                     isDefaultShow={false}
                     label={t('knowledgeBaseSettings.webCrawlerConfig.title')}
                     className="py-2">
-
                     <div className="mt-3">
                       <Select
-                        label={t('knowledgeBaseSettings.webCrawlerConfig.crawlingScope.label')}
+                        label={t(
+                          'knowledgeBaseSettings.webCrawlerConfig.crawlingScope.label'
+                        )}
                         value={webCrawlingScope}
                         options={webCrawlingScopeOptions}
                         onChange={(val) => {
@@ -1534,35 +1607,46 @@ const BotKbEditPage: React.FC = () => {
                     </div>
 
                     <div className="mt-4">
-                      <div className="font-semibold">{t('knowledgeBaseSettings.webCrawlerConfig.includePatterns.label')}</div>
+                      <div className="font-semibold">
+                        {t(
+                          'knowledgeBaseSettings.webCrawlerConfig.includePatterns.label'
+                        )}
+                      </div>
                       <div className="text-sm text-aws-font-color/50">
-                        {t('knowledgeBaseSettings.webCrawlerConfig.includePatterns.hint')}
+                        {t(
+                          'knowledgeBaseSettings.webCrawlerConfig.includePatterns.hint'
+                        )}
                       </div>
                       <div className="mt-2 flex w-full flex-col gap-1">
-                        {webCrawlingFilters.includePatterns.map((pattern, idx) => (
-                          <div className="flex w-full gap-2" key={idx}>
-                            <InputText
-                              className="w-full"
-                              type="text"
-                              disabled={isLoading}
-                              value={pattern}
-                              placeholder=".*\.html$"
-                              onChange={(s) => {
-                                onChangeIncludePattern(s, idx);
-                              }}
-                            />
-                            <ButtonIcon
-                              className="text-red"
-                              disabled={
-                                (webCrawlingFilters.includePatterns.length === 1 && !pattern) || isLoading
-                              }
-                              onClick={() => {
-                                onClickRemoveIncludePattern(idx);
-                              }}>
-                              <PiTrash />
-                            </ButtonIcon>
-                          </div>
-                        ))}
+                        {webCrawlingFilters.includePatterns.map(
+                          (pattern, idx) => (
+                            <div className="flex w-full gap-2" key={idx}>
+                              <InputText
+                                className="w-full"
+                                type="text"
+                                disabled={isLoading}
+                                value={pattern}
+                                placeholder=".*\.html$"
+                                onChange={(s) => {
+                                  onChangeIncludePattern(s, idx);
+                                }}
+                              />
+                              <ButtonIcon
+                                className="text-red"
+                                disabled={
+                                  (webCrawlingFilters.includePatterns.length ===
+                                    1 &&
+                                    !pattern) ||
+                                  isLoading
+                                }
+                                onClick={() => {
+                                  onClickRemoveIncludePattern(idx);
+                                }}>
+                                <PiTrash />
+                              </ButtonIcon>
+                            </div>
+                          )
+                        )}
                       </div>
                       <div className="mt-2">
                         <Button
@@ -1573,37 +1657,48 @@ const BotKbEditPage: React.FC = () => {
                         </Button>
                       </div>
                     </div>
-                  
+
                     <div className="mt-4">
-                      <div className="font-semibold">{t('knowledgeBaseSettings.webCrawlerConfig.excludePatterns.label')}</div>
+                      <div className="font-semibold">
+                        {t(
+                          'knowledgeBaseSettings.webCrawlerConfig.excludePatterns.label'
+                        )}
+                      </div>
                       <div className="text-sm text-aws-font-color/50">
-                        {t('knowledgeBaseSettings.webCrawlerConfig.excludePatterns.hint')}
+                        {t(
+                          'knowledgeBaseSettings.webCrawlerConfig.excludePatterns.hint'
+                        )}
                       </div>
                       <div className="mt-2 flex w-full flex-col gap-1">
-                        {webCrawlingFilters.excludePatterns.map((pattern, idx) => (
-                          <div className="flex w-full gap-2" key={idx}>
-                            <InputText
-                              className="w-full"
-                              type="text"
-                              disabled={isLoading}
-                              value={pattern}
-                              placeholder=".*\.pdf$"
-                              onChange={(s) => {
-                                onChangeExcludePattern(s, idx);
-                              }}
-                            />
-                            <ButtonIcon
-                              className="text-red"
-                              disabled={
-                                (webCrawlingFilters.excludePatterns.length === 1 && !pattern) || isLoading
-                              }
-                              onClick={() => {
-                                onClickRemoveExcludePattern(idx);
-                              }}>
-                              <PiTrash />
-                            </ButtonIcon>
-                          </div>
-                        ))}
+                        {webCrawlingFilters.excludePatterns.map(
+                          (pattern, idx) => (
+                            <div className="flex w-full gap-2" key={idx}>
+                              <InputText
+                                className="w-full"
+                                type="text"
+                                disabled={isLoading}
+                                value={pattern}
+                                placeholder=".*\.pdf$"
+                                onChange={(s) => {
+                                  onChangeExcludePattern(s, idx);
+                                }}
+                              />
+                              <ButtonIcon
+                                className="text-red"
+                                disabled={
+                                  (webCrawlingFilters.excludePatterns.length ===
+                                    1 &&
+                                    !pattern) ||
+                                  isLoading
+                                }
+                                onClick={() => {
+                                  onClickRemoveExcludePattern(idx);
+                                }}>
+                                <PiTrash />
+                              </ButtonIcon>
+                            </div>
+                          )
+                        )}
                       </div>
                       <div className="mt-2">
                         <Button
@@ -1802,17 +1897,21 @@ const BotKbEditPage: React.FC = () => {
                         }
                         range={{
                           min: EDGE_FIXED_CHUNK_PARAMS.maxTokens.MIN,
-                          max: EDGE_FIXED_CHUNK_PARAMS.maxTokens.MAX[embeddingsModel],
+                          max: EDGE_FIXED_CHUNK_PARAMS.maxTokens.MAX[
+                            embeddingsModel
+                          ],
                           step: EDGE_FIXED_CHUNK_PARAMS.maxTokens.STEP,
                         }}
                         onChange={(value) =>
                           setFixedSizeParams((params) => ({
                             ...params,
                             maxTokens: value,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
-                        errorMessage={errorMessages['fixedSizeParams.maxTokens']}
+                        errorMessage={
+                          errorMessages['fixedSizeParams.maxTokens']
+                        }
                       />
                     </div>
                     <div className="mx-4 mt-2">
@@ -1841,8 +1940,8 @@ const BotKbEditPage: React.FC = () => {
                           setFixedSizeParams((params) => ({
                             ...params,
                             overlapPercentage: percentage,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
                         errorMessage={
                           errorMessages['fixedSizeParams.overlapPercentage']
@@ -1862,23 +1961,29 @@ const BotKbEditPage: React.FC = () => {
                             {t('knowledgeBaseSettings.overlapTokens.label')}
                             <Help
                               direction={TooltipDirection.RIGHT}
-                              message={t('embeddingSettings.help.overlapTokens')}
+                              message={t(
+                                'embeddingSettings.help.overlapTokens'
+                              )}
                             />
                           </div>
                         }
                         range={{
                           min: EDGE_HIERARCHICAL_CHUNK_PARAMS.overlapTokens.MIN,
-                          max: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MAX[embeddingsModel],
-                          step: EDGE_HIERARCHICAL_CHUNK_PARAMS.overlapTokens.STEP,
+                          max: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize
+                            .MAX[embeddingsModel],
+                          step: EDGE_HIERARCHICAL_CHUNK_PARAMS.overlapTokens
+                            .STEP,
                         }}
                         onChange={(value) =>
                           setHierarchicalParams((params) => ({
                             ...params,
                             overlapTokens: value,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
-                        errorMessage={errorMessages['hierarchicalParams.overlapTokens']}
+                        errorMessage={
+                          errorMessages['hierarchicalParams.overlapTokens']
+                        }
                       />
                     </div>
                     <div className="mx-4 mt-2">
@@ -1894,21 +1999,26 @@ const BotKbEditPage: React.FC = () => {
                             )}
                             <Help
                               direction={TooltipDirection.RIGHT}
-                              message={t('embeddingSettings.help.maxParentTokenSize')}
+                              message={t(
+                                'embeddingSettings.help.maxParentTokenSize'
+                              )}
                             />
                           </div>
                         }
                         range={{
-                          min: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MIN,
-                          max: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.MAX[embeddingsModel],
-                          step: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize.STEP,
+                          min: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize
+                            .MIN,
+                          max: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxParentTokenSize
+                            .MAX[embeddingsModel],
+                          step: EDGE_HIERARCHICAL_CHUNK_PARAMS
+                            .maxParentTokenSize.STEP,
                         }}
                         onChange={(value) =>
                           setHierarchicalParams((params) => ({
                             ...params,
                             maxParentTokenSize: value,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
                         errorMessage={
                           errorMessages['hierarchicalParams.maxParentTokenSize']
@@ -1918,31 +2028,32 @@ const BotKbEditPage: React.FC = () => {
                     <div className="mx-4 mt-2">
                       <Slider
                         value={hierarchicalParams.maxChildTokenSize}
-                        hint={t(
-                          'knowledgeBaseSettings.maxChildTokenSize.hint'
-                        )}
+                        hint={t('knowledgeBaseSettings.maxChildTokenSize.hint')}
                         label={
                           <div className="flex items-center gap-1">
-                            {t(
-                              'knowledgeBaseSettings.maxChildTokenSize.label'
-                            )}
+                            {t('knowledgeBaseSettings.maxChildTokenSize.label')}
                             <Help
                               direction={TooltipDirection.RIGHT}
-                              message={t('embeddingSettings.help.maxChildTokenSize')}
+                              message={t(
+                                'embeddingSettings.help.maxChildTokenSize'
+                              )}
                             />
                           </div>
                         }
                         range={{
-                          min: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MIN,
-                          max: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.MAX[embeddingsModel],
-                          step: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize.STEP,
+                          min: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize
+                            .MIN,
+                          max: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize
+                            .MAX[embeddingsModel],
+                          step: EDGE_HIERARCHICAL_CHUNK_PARAMS.maxChildTokenSize
+                            .STEP,
                         }}
                         onChange={(value) =>
                           setHierarchicalParams((params) => ({
                             ...params,
                             maxChildTokenSize: value,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
                         errorMessage={
                           errorMessages['hierarchicalParams.maxChildTokenSize']
@@ -1968,15 +2079,17 @@ const BotKbEditPage: React.FC = () => {
                         }
                         range={{
                           min: EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.MIN,
-                          max: EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.MAX[embeddingsModel],
+                          max: EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.MAX[
+                            embeddingsModel
+                          ],
                           step: EDGE_SEMANTIC_CHUNK_PARAMS.maxTokens.STEP,
                         }}
                         onChange={(value) =>
                           setSemanticParams((params) => ({
                             ...params,
                             maxTokens: value,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
                         errorMessage={errorMessages['semanticParams.maxTokens']}
                       />
@@ -1984,14 +2097,10 @@ const BotKbEditPage: React.FC = () => {
                     <div className="mx-4 mt-2">
                       <Slider
                         value={semanticParams.bufferSize}
-                        hint={t(
-                          'knowledgeBaseSettings.bufferSize.hint'
-                        )}
+                        hint={t('knowledgeBaseSettings.bufferSize.hint')}
                         label={
                           <div className="flex items-center gap-1">
-                            {t(
-                              'knowledgeBaseSettings.bufferSize.label'
-                            )}
+                            {t('knowledgeBaseSettings.bufferSize.label')}
                             <Help
                               direction={TooltipDirection.RIGHT}
                               message={t('embeddingSettings.help.bufferSize')}
@@ -2007,8 +2116,8 @@ const BotKbEditPage: React.FC = () => {
                           setSemanticParams((params) => ({
                             ...params,
                             bufferSize: value,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
                         errorMessage={
                           errorMessages['semanticParams.bufferSize']
@@ -2028,24 +2137,31 @@ const BotKbEditPage: React.FC = () => {
                             )}
                             <Help
                               direction={TooltipDirection.RIGHT}
-                              message={t('embeddingSettings.help.breakpointPercentileThreshold')}
+                              message={t(
+                                'embeddingSettings.help.breakpointPercentileThreshold'
+                              )}
                             />
                           </div>
                         }
                         range={{
-                          min: EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.MIN,
-                          max: EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.MAX,
-                          step: EDGE_SEMANTIC_CHUNK_PARAMS.breakpointPercentileThreshold.STEP,
+                          min: EDGE_SEMANTIC_CHUNK_PARAMS
+                            .breakpointPercentileThreshold.MIN,
+                          max: EDGE_SEMANTIC_CHUNK_PARAMS
+                            .breakpointPercentileThreshold.MAX,
+                          step: EDGE_SEMANTIC_CHUNK_PARAMS
+                            .breakpointPercentileThreshold.STEP,
                         }}
                         onChange={(percentage) =>
                           setSemanticParams((params) => ({
                             ...params,
                             breakpointPercentileThreshold: percentage,
-                          })
-                          )}
+                          }))
+                        }
                         disabled={!isNewBot}
                         errorMessage={
-                          errorMessages['semanticParams.breakpointPercentileThreshold']
+                          errorMessages[
+                            'semanticParams.breakpointPercentileThreshold'
+                          ]
                         }
                       />
                     </div>
@@ -2305,19 +2421,23 @@ const BotKbEditPage: React.FC = () => {
 
               <ExpandableDrawerGroup
                 isDefaultShow={false}
-                label={t('bot.modelActivate.title')}
+                label={t('bot.activeModels.title')}
                 className="py-2">
                 <div className="text-sm text-aws-font-color/50">
-                  {t('bot.modelActivate.description')}
+                  {t('bot.activeModels.description')}
                 </div>
 
                 <div className="mt-4">
                   <div className="mt-2 space-y-2">
-                    {modelActivateOptions.map(({ key, label }) => (
+                    {activeModelsOptions.map(({ key, label }) => (
                       <div key={key} className="flex items-center gap-2">
                         <Toggle
-                          value={modelActivate[toCamelCase(key) as keyof ModelActivate] ?? true}
-                          onChange={(value) => onChangeModelActivate(key, value)}
+                          value={
+                            activeModels[
+                              toCamelCase(key) as keyof ActiveModels
+                            ] ?? true
+                          }
+                          onChange={(value) => onChangeActiveModels(key, value)}
                         />
                         <span>{label}</span>
                       </div>
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index c4977c20d..81d49886f 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -3,11 +3,9 @@ import { Model } from '../@types/conversation';
 import { useEffect, useMemo, useCallback, useRef, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import useLocalStorage from './useLocalStorage';
-import { ModelActivate } from '../@types/bot';
+import { ActiveModels } from '../@types/bot';
 import { MODEL_KEYS } from '../constants';
-import { 
-  toCamelCase
-} from '../utils/StringUtils';
+import { toCamelCase } from '../utils/StringUtils';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
@@ -24,7 +22,7 @@ const NOVA_SUPPORTED_MEDIA_TYPES = [
   'image/png',
   'image/gif',
   'image/webp',
-]
+];
 
 const useModelState = create<{
   modelId: Model;
@@ -43,30 +41,28 @@ const DEFAULT_MODEL: Model = 'claude-v3-haiku';
 // Store the Previous BotId
 const usePreviousBotId = (botId: string | null | undefined) => {
   const ref = useRef<string | null | undefined>();
-  
+
   useEffect(() => {
     ref.current = botId;
   }, [botId]);
-  
+
   return ref.current;
 };
 
-const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
-  const processedModelActivate = useMemo(() => {
-    // Early return if modelActivate is provided and not empty
-    if (modelActivate && Object.keys(modelActivate).length > 0) {
-      return modelActivate;
+const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
+  const processedActiveModels = useMemo(() => {
+    // Early return if activeModels is provided and not empty
+    if (activeModels && Object.keys(activeModels).length > 0) {
+      return activeModels;
     }
 
     // Create a new object with all models set to true
     return MODEL_KEYS.reduce((acc, model) => {
       // Optimize string replacement by doing it in one operation
-      acc[toCamelCase(model) as keyof ModelActivate ] = true;
+      acc[toCamelCase(model) as keyof ActiveModels] = true;
       return acc;
-    }, {} as ModelActivate);
-    
-  }, [modelActivate]);
-
+    }, {} as ActiveModels);
+  }, [activeModels]);
 
   const { t } = useTranslation();
   const previousBotId = usePreviousBotId(botId);
@@ -135,7 +131,7 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
             label: t('model.novaMicro.label'),
             description: t('model.novaMicro.description'),
             supportMediaType: [],
-          }
+          },
         ]
       : [
           {
@@ -169,22 +165,24 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
     ''
   );
 
-  // Update filtered models when modelActivate changes
+  // Update filtered models when activeModels changes
   useEffect(() => {
     if (MISTRAL_ENABLED) {
-      setFilteredModels(availableModels)
-    } else if (processedModelActivate) {
-      const filtered = availableModels.filter(model => {
-        const key = toCamelCase(model.modelId) as keyof ModelActivate;
-        return processedModelActivate[key] !== false;
+      setFilteredModels(availableModels);
+    } else if (processedActiveModels) {
+      const filtered = availableModels.filter((model) => {
+        const key = toCamelCase(model.modelId) as keyof ActiveModels;
+        return processedActiveModels[key] !== false;
       });
       setFilteredModels(filtered);
     }
-  }, [processedModelActivate, availableModels]);
+  }, [processedActiveModels, availableModels]);
 
   const getDefaultModel = useCallback(() => {
     // check default model is available
-    const defaultModelAvailable = filteredModels.some(m => m.modelId === DEFAULT_MODEL);
+    const defaultModelAvailable = filteredModels.some(
+      (m) => m.modelId === DEFAULT_MODEL
+    );
     if (defaultModelAvailable) {
       return DEFAULT_MODEL;
     }
@@ -192,18 +190,24 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
     return filteredModels[0]?.modelId ?? DEFAULT_MODEL;
   }, [filteredModels]);
 
-  // select the model via list of modelActivate 
-  const selectModel = useCallback((targetModelId: Model) => {
-    const modelExists = filteredModels.some(m => toCamelCase(m.modelId) === toCamelCase(targetModelId));
-    return modelExists ? targetModelId : getDefaultModel();
-  }, [filteredModels, getDefaultModel]);
+  // select the model via list of activeModels
+  const selectModel = useCallback(
+    (targetModelId: Model) => {
+      const modelExists = filteredModels.some(
+        (m) => toCamelCase(m.modelId) === toCamelCase(targetModelId)
+      );
+      return modelExists ? targetModelId : getDefaultModel();
+    },
+    [filteredModels, getDefaultModel]
+  );
 
   useEffect(() => {
-    if (processedModelActivate === undefined) {return}
+    if (processedActiveModels === undefined) {
+      return;
+    }
 
     // botId is changed
     if (previousBotId !== botId) {
-
       // BotId is undefined, select recent modelId
       if (!botId) {
         setModelId(selectModel(recentUseModelId as Model));
@@ -219,32 +223,51 @@ const useModel = (botId?: string | null, modelActivate?: ModelActivate) => {
         setModelId(selectModel(botModelId as Model));
       } else {
         // If there is no bot-specific model ID, check if the last model used can be used
-        const lastModelAvailable = filteredModels.some(m => m.modelId === recentUseModelId);
+        const lastModelAvailable = filteredModels.some(
+          (m) => m.modelId === recentUseModelId
+        );
 
         // If the last model used is available, use it.
         if (lastModelAvailable) {
           setModelId(selectModel(recentUseModelId as Model));
           return;
-        }else{
+        } else {
           // Use the default model if not available
           setModelId(selectModel(getDefaultModel()));
         }
       }
-    }else{
+    } else {
       // Processing when botId and previousBotID are the same, but there is an update in FilteredModels
       if (botId) {
-        const lastModelAvailable = filteredModels.some(m => toCamelCase(m.modelId) === toCamelCase(recentUseModelId) || toCamelCase(m.modelId) === toCamelCase(botModelId) );
+        const lastModelAvailable = filteredModels.some(
+          (m) =>
+            toCamelCase(m.modelId) === toCamelCase(recentUseModelId) ||
+            toCamelCase(m.modelId) === toCamelCase(botModelId)
+        );
         if (!lastModelAvailable) {
           setModelId(selectModel(getDefaultModel()));
-        }else{
+        } else {
           setModelId(selectModel(recentUseModelId as Model));
         }
       }
     }
-  }, [botId, previousBotId, botModelId, recentUseModelId, modelId, filteredModels, setModelId, selectModel, getDefaultModel, processedModelActivate]);
+  }, [
+    botId,
+    previousBotId,
+    botModelId,
+    recentUseModelId,
+    modelId,
+    filteredModels,
+    setModelId,
+    selectModel,
+    getDefaultModel,
+    processedActiveModels,
+  ]);
 
   const model = useMemo(() => {
-    return filteredModels.find((model) => toCamelCase(model.modelId) === toCamelCase(modelId));
+    return filteredModels.find(
+      (model) => toCamelCase(model.modelId) === toCamelCase(modelId)
+    );
   }, [filteredModels, modelId]);
 
   return {
diff --git a/frontend/src/i18n/en/index.ts b/frontend/src/i18n/en/index.ts
index 2bbc9cd5f..d5463df8c 100644
--- a/frontend/src/i18n/en/index.ts
+++ b/frontend/src/i18n/en/index.ts
@@ -54,17 +54,20 @@ const translation = {
         label: 'Mistral Large',
       },
       novaPro: {
-        label: "Amazon Nova Pro",
-        description: 'A highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.',
+        label: 'Amazon Nova Pro',
+        description:
+          'A highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.',
       },
       novaLite: {
         label: 'Amazon Nova Lite',
-        description: 'A very low-cost multimodal model that is lightning fast for processing image, video, and text inputs.',
+        description:
+          'A very low-cost multimodal model that is lightning fast for processing image, video, and text inputs.',
       },
       novaMicro: {
         label: 'Amazon Nova Micro',
-        description: 'A text-only model that delivers the lowest latency responses in the Amazon Nova family of models at a very low cost.',
-      }
+        description:
+          'A text-only model that delivers the lowest latency responses in the Amazon Nova family of models at a very low cost.',
+      },
     },
     agent: {
       label: 'Agent',
@@ -363,9 +366,9 @@ How would you categorize this email?`,
         duplicatedFile: 'A file with the same name has been uploaded.',
         failDeleteApi: 'Failed to delete the API.',
       },
-      modelActivate: {
+      activeModels: {
         title: 'Model Activation',
-        description: 'Configure which AI models can be used with this bot.'
+        description: 'Configure which AI models can be used with this bot.',
       },
     },
     admin: {
@@ -670,8 +673,9 @@ How would you categorize this email?`,
       },
       advancedParsing: {
         label: 'Advanced Parsing',
-        description: 'Select a model to use for advanced document parsing capabilities.',
-        hint: 'Suitable for parsing more than standard text in supported document formats, including tables within PDFs with their structure intact. Additional costs are incurred for parsing using generative AI.'
+        description:
+          'Select a model to use for advanced document parsing capabilities.',
+        hint: 'Suitable for parsing more than standard text in supported document formats, including tables within PDFs with their structure intact. Additional costs are incurred for parsing using generative AI.',
       },
       parsingModel: {
         label: 'Advanced Parsing Model',
@@ -686,7 +690,7 @@ How would you categorize this email?`,
         claude_3_haiku_v1: {
           label: 'Claude 3 Haiku v1',
           hint: 'Use Claude 3 Haiku v1 for advanced document parsing.',
-        }
+        },
       },
       webCrawlerConfig: {
         title: 'Web Crawler Config',
@@ -713,7 +717,7 @@ How would you categorize this email?`,
           label: 'Exclude Patterns',
           hint: 'Specify patterns to exclude from web crawling. URLs matching these patterns will not be crawled.',
         },
-      }
+      },
     },
     error: {
       answerResponse: 'An error occurred while responding.',
diff --git a/frontend/src/i18n/ja/index.ts b/frontend/src/i18n/ja/index.ts
index 626e0b1ad..e383e093e 100644
--- a/frontend/src/i18n/ja/index.ts
+++ b/frontend/src/i18n/ja/index.ts
@@ -56,17 +56,20 @@ const translation = {
         label: 'Mistral Large',
       },
       novaPro: {
-        label: "Amazon Nova Pro",
-        description: '精度、速度、コストのバランスが最も優れた高性能マルチモーダルモデル',
+        label: 'Amazon Nova Pro',
+        description:
+          '精度、速度、コストのバランスが最も優れた高性能マルチモーダルモデル',
       },
       novaLite: {
         label: 'Amazon Nova Lite',
-        description: '非常に低コストで高速なマルチモーダルモデルで、リアルタイム処理に最適',
+        description:
+          '非常に低コストで高速なマルチモーダルモデルで、リアルタイム処理に最適',
       },
       novaMicro: {
         label: 'Amazon Nova Micro',
-        description: '最も低いレイテンシーと低コストで提供される軽量なテキストモデル',
-      }
+        description:
+          '最も低いレイテンシーと低コストで提供される軽量なテキストモデル',
+      },
     },
     agent: {
       label: 'エージェント',
@@ -365,7 +368,7 @@ const translation = {
           '同一ファイル名のファイルが既にアップロードされています。',
         failDeleteApi: 'APIの削除に失敗しました。',
       },
-      modelActivate: {
+      activeModels: {
         title: 'モデル設定',
         description: 'このボットで使用可能なモデルを設定します。',
       },
@@ -666,8 +669,9 @@ const translation = {
       },
       advancedParsing: {
         label: '高度なドキュメント解析機能',
-        description: 'ドキュメントの高度なドキュメント解析機能に使用するモデルを選択してください。',
-        hint: '構造が損なわれていないPDF内の表など、サポートされている文書形式の標準テキスト以外の解析に適しています。生成AIを使用した解析のために追加のコストが発生します。'
+        description:
+          'ドキュメントの高度なドキュメント解析機能に使用するモデルを選択してください。',
+        hint: '構造が損なわれていないPDF内の表など、サポートされている文書形式の標準テキスト以外の解析に適しています。生成AIを使用した解析のために追加のコストが発生します。',
       },
       parsingModel: {
         label: '高度なパースモデル',
@@ -682,24 +686,24 @@ const translation = {
         claude_3_haiku_v1: {
           label: 'Claude 3 Haiku v1',
           hint: 'Claude 3 Haiku v1を使用してドキュメントの高度な解析を行います。',
-        }
+        },
       },
       webCrawlerConfig: {
         title: 'Webクローラーの設定',
         crawlingScope: {
           label: 'スコープ',
-          default:{
+          default: {
             label: 'デフォルト',
-            hint: 'クロールを、同じホストに属し、同じ初期URLパスを持つウェブページに制限します。例えば、シードURLが "https://aws.amazon.com/bedrock/" の場合、このパスとこのパスから派生するウェブページのみがクロールされます。例えば "https://aws.amazon.com/bedrock/agents/" などです。"https://aws.amazon.com/ec2/" のような兄弟URLはクロールされません。'
+            hint: 'クロールを、同じホストに属し、同じ初期URLパスを持つウェブページに制限します。例えば、シードURLが "https://aws.amazon.com/bedrock/" の場合、このパスとこのパスから派生するウェブページのみがクロールされます。例えば "https://aws.amazon.com/bedrock/agents/" などです。"https://aws.amazon.com/ec2/" のような兄弟URLはクロールされません。',
           },
           subdomains: {
             label: 'サブドメイン',
-            hint: 'シードURLと同じプライマリドメインを持つすべてのウェブページのクロールを含めます。例えば、シードURLが "https://aws.amazon.com/bedrock/" の場合、"amazon.com" を含むすべてのウェブページがクロールされます。"https://www.amazon.com" のようなページも含まれます。'
+            hint: 'シードURLと同じプライマリドメインを持つすべてのウェブページのクロールを含めます。例えば、シードURLが "https://aws.amazon.com/bedrock/" の場合、"amazon.com" を含むすべてのウェブページがクロールされます。"https://www.amazon.com" のようなページも含まれます。',
           },
           hostOnly: {
             label: 'ホストオンリー',
-            hint: 'クロールを同じホストに属するウェブページに制限します。例えば、シードURLが "https://aws.amazon.com/bedrock/" の場合、"https://docs.aws.amazon.com" のようなウェブページもクロールされます。"https://aws.amazon.com/ec2" のようなページも含まれます。'
-          }
+            hint: 'クロールを同じホストに属するウェブページに制限します。例えば、シードURLが "https://aws.amazon.com/bedrock/" の場合、"https://docs.aws.amazon.com" のようなウェブページもクロールされます。"https://aws.amazon.com/ec2" のようなページも含まれます。',
+          },
         },
         includePatterns: {
           label: 'ウェブクロールに含めるパターン',
@@ -709,7 +713,7 @@ const translation = {
           label: 'ウェブクロールに含めないパターン',
           hint: 'ウェブクロールから除外するパターンを指定します。これらのパターンに一致するURLはクロールされません。',
         },
-      }
+      },
     },
     error: {
       answerResponse: '回答中にエラーが発生しました。',
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index e5a6b47f1..2a1b0ec28 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -29,17 +29,20 @@ import useBot from '../hooks/useBot';
 import useConversation from '../hooks/useConversation';
 import ButtonPopover from '../components/PopoverMenu';
 import PopoverItem from '../components/PopoverItem';
-import { ModelActivate } from '../@types/bot';
+import { ActiveModels } from '../@types/bot';
 
 import { copyBotUrl } from '../utils/BotUtils';
-import { toCamelCase } from '../utils/StringUtils'
+import { toCamelCase } from '../utils/StringUtils';
 import { produce } from 'immer';
 import ButtonIcon from '../components/ButtonIcon';
 import StatusSyncBot from '../components/StatusSyncBot';
 import Alert from '../components/Alert';
 import useBotSummary from '../hooks/useBotSummary';
 import useModel from '../hooks/useModel';
-import { AgentState, AgentToolsProps } from '../features/agent/xstates/agentThink';
+import {
+  AgentState,
+  AgentToolsProps,
+} from '../features/agent/xstates/agentThink';
 import { getRelatedDocumentsOfToolUse } from '../features/agent/utils/AgentUtils';
 import { SyncStatus } from '../constants';
 import { BottomHelper } from '../features/helper/components/BottomHelper';
@@ -48,16 +51,13 @@ import {
   DisplayMessageContent,
   PutFeedbackRequest,
 } from '../@types/conversation';
-import {
-  MODEL_KEYS
-} from '../constants';
-
+import { MODEL_KEYS } from '../constants';
 
 // Default model activation settings when no bot is selected
-const defaultModelActivate: ModelActivate = (() => {
+const defaultActiveModels: ActiveModels = (() => {
   return Object.fromEntries(
-    MODEL_KEYS.map(key => [toCamelCase(key), true])
-  ) as ModelActivate;
+    MODEL_KEYS.map((key) => [toCamelCase(key), true])
+  ) as ActiveModels;
 })();
 
 const ChatPage: React.FC = () => {
@@ -335,11 +335,13 @@ const ChatPage: React.FC = () => {
   }> = React.memo((props) => {
     const { chatContent: message } = props;
 
-    const isAgentThinking = useMemo(() => (
-      [AgentState.THINKING, AgentState.LEAVING].some(v => (
-        v === agentThinking.value
-      ))
-    ), []);
+    const isAgentThinking = useMemo(
+      () =>
+        [AgentState.THINKING, AgentState.LEAVING].some(
+          (v) => v === agentThinking.value
+        ),
+      []
+    );
 
     const tools: AgentToolsProps[] | undefined = useMemo(() => {
       if (isAgentThinking) {
@@ -373,8 +375,14 @@ const ChatPage: React.FC = () => {
 
         if (bot?.hasKnowledge) {
           const pseudoToolUseId = message.id;
-          const relatedDocumentsOfVectorSearch = getRelatedDocumentsOfToolUse(relatedDocuments, pseudoToolUseId);
-          if (relatedDocumentsOfVectorSearch != null && relatedDocumentsOfVectorSearch.length > 0) {
+          const relatedDocumentsOfVectorSearch = getRelatedDocumentsOfToolUse(
+            relatedDocuments,
+            pseudoToolUseId
+          );
+          if (
+            relatedDocumentsOfVectorSearch != null &&
+            relatedDocumentsOfVectorSearch.length > 0
+          ) {
             return [
               {
                 tools: {
@@ -394,11 +402,13 @@ const ChatPage: React.FC = () => {
       }
     }, [isAgentThinking, message]);
 
-    const relatedDocumentsForCitation = useMemo(() => (
-      isAgentThinking
-        ? agentThinking.context.relatedDocuments
-        : relatedDocuments
-    ), [isAgentThinking]);
+    const relatedDocumentsForCitation = useMemo(
+      () =>
+        isAgentThinking
+          ? agentThinking.context.relatedDocuments
+          : relatedDocuments,
+      [isAgentThinking]
+    );
 
     return (
       <ChatMessage
@@ -413,12 +423,13 @@ const ChatPage: React.FC = () => {
     );
   });
 
-  const modelActivate = useMemo(() => {
+  const activeModels = useMemo(() => {
     if (!bot) {
-      return defaultModelActivate;
+      return defaultActiveModels;
     }
-    const isModelActivateEmpty = Object.keys(bot?.modelActivate ?? {}).length === 0;
-    return isModelActivateEmpty ? defaultModelActivate : bot.modelActivate;
+    const isActiveModelsEmpty =
+      Object.keys(bot?.activeModels ?? {}).length === 0;
+    return isActiveModelsEmpty ? defaultActiveModels : bot.activeModels;
   }, [bot]);
 
   return (
@@ -495,9 +506,9 @@ const ChatPage: React.FC = () => {
               {messages?.length === 0 ? (
                 <div className="relative flex w-full justify-center">
                   {!loadingConversation && (
-                    <SwitchBedrockModel 
-                      className="mt-3 w-min" 
-                      modelActivate={modelActivate}
+                    <SwitchBedrockModel
+                      className="mt-3 w-min"
+                      activeModels={activeModels}
                       botId={botId}
                     />
                   )}
@@ -551,7 +562,8 @@ const ChatPage: React.FC = () => {
         </section>
       </div>
 
-      <div className={`bottom-0 z-0 flex w-full flex-col items-center justify-center ${messages.length === 0 ? 'absolute top-1/2 -translate-y-1/2' : ''}`}>
+      <div
+        className={`bottom-0 z-0 flex w-full flex-col items-center justify-center ${messages.length === 0 ? 'absolute top-1/2 -translate-y-1/2' : ''}`}>
         {bot && bot.syncStatus !== SyncStatus.SUCCEEDED && (
           <div className="mb-8 w-1/2">
             <Alert

From 61a163ab8386cc8f76dfc7410a42a41a19f06f1b Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 6 Dec 2024 07:32:26 +0000
Subject: [PATCH 25/34] =?UTF-8?q?activeModelsOptions=E3=82=92=E5=8B=95?=
 =?UTF-8?q?=E7=9A=84=E3=81=AB=E7=94=9F=E6=88=90=E3=81=99=E3=82=8B?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/@types/conversation.d.ts         |  2 -
 frontend/src/constants/index.ts               |  2 -
 .../knowledgeBase/pages/BotKbEditPage.tsx     | 73 +++++--------------
 frontend/src/hooks/useModel.ts                | 42 +++++------
 frontend/src/i18n/en/index.ts                 | 26 +++----
 frontend/src/i18n/es/index.ts                 | 20 ++---
 frontend/src/i18n/ja/index.ts                 | 26 +++----
 7 files changed, 76 insertions(+), 115 deletions(-)

diff --git a/frontend/src/@types/conversation.d.ts b/frontend/src/@types/conversation.d.ts
index 4bb7e3afe..ffb0c014a 100644
--- a/frontend/src/@types/conversation.d.ts
+++ b/frontend/src/@types/conversation.d.ts
@@ -1,7 +1,5 @@
 export type Role = 'system' | 'assistant' | 'user';
 export type Model =
-  | 'claude-instant-v1'
-  | 'claude-v2'
   | 'claude-v3-opus'
   | 'claude-v3-sonnet'
   | 'claude-v3.5-sonnet'
diff --git a/frontend/src/constants/index.ts b/frontend/src/constants/index.ts
index 86b9e8384..135223da0 100644
--- a/frontend/src/constants/index.ts
+++ b/frontend/src/constants/index.ts
@@ -103,8 +103,6 @@ export const GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD = {
 };
 
 export const MODEL_KEYS: Model[] = [
-  'claude-instant-v1',
-  'claude-v2',
   'claude-v3-opus',
   'claude-v3-sonnet',
   'claude-v3.5-sonnet',
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index 0ba30fd02..f96386d03 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -64,6 +64,7 @@ import {
   WebCrawlingScope,
 } from '../types';
 import { toCamelCase } from '../../../utils/StringUtils';
+import { Model } from '../../../@types/conversation';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
@@ -153,62 +154,26 @@ const BotKbEditPage: React.FC = () => {
   });
 
   const activeModelsOptions: {
-    key: string;
+    key: Model;
     label: string;
   }[] = (() => {
-    return MISTRAL_ENABLED
-      ? [
-          {
-            key: 'mistral-7b-instruct',
-            label: t('model.mistral7b.label'),
-          },
-          {
-            key: 'mixtral-8x7b-instruct',
-            label: t('model.mistral8x7b.label'),
-          },
-          {
-            key: 'mistral-large',
-            label: t('model.mistralLarge.label'),
-          },
-        ]
-      : [
-          {
-            key: 'claude-v3-sonnet',
-            label: t('model.sonnet3.label'),
-          },
-          {
-            key: 'claude-v3-haiku',
-            label: t('model.haiku3.label'),
-          },
-          {
-            key: 'claude-v3-opus',
-            label: t('model.opus3.label'),
-          },
-          {
-            key: 'claude-v3.5-sonnet',
-            label: t('model.sonnet3-5.label'),
-          },
-          {
-            key: 'claude-v3.5-sonnet-v2',
-            label: t('model.sonnet3-5-v2.label'),
-          },
-          {
-            key: 'claude-v3.5-haiku',
-            label: t('model.haiku3-5.label'),
-          },
-          {
-            key: 'amazon-nova-pro',
-            label: t('model.novaPro.label'),
-          },
-          {
-            key: 'amazon-nova-lite',
-            label: t('model.novaLite.label'),
-          },
-          {
-            key: 'amazon-nova-micro',
-            label: t('model.novaMicro.label'),
-          },
-        ];
+    const getMistralModels = () => MODEL_KEYS
+      .filter(key => key.includes('mistral') || key.includes('mixtral'))
+      .map(key => ({
+        key: key as Model,
+        label: t(`model.${key}.label`) as string
+      }));
+  
+    const getClaudeAndNovaModels = () => {
+      return MODEL_KEYS
+        .filter(key => key.includes('claude') || key.includes('nova'))
+        .map(key => ({
+          key: key as Model,
+          label: t(`model.${key}.label`) as string
+        }));
+    };
+  
+    return MISTRAL_ENABLED ? getMistralModels() : getClaudeAndNovaModels();
   })();
 
   const embeddingsModelOptions: {
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 81d49886f..e54d45c3f 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -79,74 +79,74 @@ const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
       ? [
           {
             modelId: 'claude-v3-haiku',
-            label: t('model.haiku3.label'),
-            description: t('model.haiku3.description'),
+            label: t('model.claude-v3-haiku.label'),
+            description: t('model.claude-v3-haiku.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'claude-v3.5-haiku',
-            label: t('model.haiku3-5.label'),
-            description: t('model.haiku3-5.description'),
+            label: t('model.claude-v3.5-haiku.label'),
+            description: t('model.claude-v3.5-haiku.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'claude-v3-sonnet',
-            label: t('model.sonnet3.label'),
-            description: t('model.sonnet3.description'),
+            label: t('model.claude-v3-sonnet.label'),
+            description: t('model.claude-v3-sonnet.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'claude-v3.5-sonnet',
-            label: t('model.sonnet3-5.label'),
-            description: t('model.sonnet3-5.description'),
+            label: t('model.claude-v3.5-sonnet.label'),
+            description: t('model.claude-v3.5-sonnet.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'claude-v3.5-sonnet-v2',
-            label: t('model.sonnet3-5-v2.label'),
-            description: t('model.sonnet3-5-v2.description'),
+            label: t('model.claude-v3.5-sonnet-v2.label'),
+            description: t('model.claude-v3.5-sonnet-v2.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'claude-v3-opus',
-            label: t('model.opus3.label'),
-            description: t('model.opus3.description'),
+            label: t('model.claude-v3-opus.label'),
+            description: t('model.claude-v3-opus.description'),
             supportMediaType: CLAUDE_SUPPORTED_MEDIA_TYPES,
           },
           // New Amazon Nova models
           {
             modelId: 'amazon-nova-pro',
-            label: t('model.novaPro.label'),
-            description: t('model.novaPro.description'),
+            label: t('model.amazon-nova-pro.label'),
+            description: t('model.amazon-nova-pro.description'),
             supportMediaType: NOVA_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'amazon-nova-lite',
-            label: t('model.novaLite.label'),
-            description: t('model.novaLite.description'),
+            label: t('model.amazon-nova-lite.label'),
+            description: t('model.amazon-nova-lite.description'),
             supportMediaType: NOVA_SUPPORTED_MEDIA_TYPES,
           },
           {
             modelId: 'amazon-nova-micro',
-            label: t('model.novaMicro.label'),
-            description: t('model.novaMicro.description'),
+            label: t('model.amazon-nova-micro.label'),
+            description: t('model.amazon-nova-micro.description'),
             supportMediaType: [],
           },
         ]
       : [
           {
             modelId: 'mistral-7b-instruct',
-            label: t('model.mistral7b.label'),
+            label: t('model.mistral-7b-instruct.label'),
             supportMediaType: [],
           },
           {
             modelId: 'mixtral-8x7b-instruct',
-            label: t('model.mistral8x7b.label'),
+            label: t('model.mixtral-8x7b-instruct.label'),
             supportMediaType: [],
           },
           {
             modelId: 'mistral-large',
-            label: t('model.mistralLarge.label'),
+            label: t('model.mistral-large.label'),
             supportMediaType: [],
           },
         ];
diff --git a/frontend/src/i18n/en/index.ts b/frontend/src/i18n/en/index.ts
index d5463df8c..b40925abd 100644
--- a/frontend/src/i18n/en/index.ts
+++ b/frontend/src/i18n/en/index.ts
@@ -16,54 +16,54 @@ const translation = {
       adminConsoles: 'Admin Only',
     },
     model: {
-      haiku3: {
+      'claude-v3-haiku': {
         label: 'Claude 3 (Haiku)',
         description:
           'Previous version optimized for speed and compactness, providing near-instant responsiveness.',
       },
-      sonnet3: {
+      'claude-v3-sonnet': {
         label: 'Claude 3 (Sonnet)',
         description: 'Balance of intelligence and speed.',
       },
-      'sonnet3-5': {
+      'claude-v3.5-sonnet': {
         label: 'Claude 3.5 (Sonnet) v1',
         description:
           'An earlier version of Claude 3.5. Supports a wide range of tasks, but v2 offers improved accuracy.',
       },
-      'sonnet3-5-v2': {
+      'claude-v3.5-sonnet-v2': {
         label: 'Claude 3.5 (Sonnet) v2',
         description:
           'The latest version of Claude 3.5. An enhanced model that builds on v1 with higher accuracy and performance.',
       },
-      'haiku3-5': {
+      'claude-v3.5-haiku': {
         label: 'Claude 3.5 (Haiku) v1',
         description:
           'The latest version, offering even faster responsiveness and improved capabilities over Haiku 3.',
       },
-      opus3: {
+      'claude-v3-opus': {
         label: 'Claude 3 (Opus)',
         description: 'Powerful model for highly complex tasks.',
       },
-      mistral7b: {
+      'mistral-7b-instruct': {
         label: 'Mistral 7B',
       },
-      mistral8x7b: {
-        label: 'Mixtral-8x7B',
+      'mixtral-8x7b-instruct': {
+        label: 'Mistral-8x7B',
       },
-      mistralLarge: {
+      'mistral-large': {
         label: 'Mistral Large',
       },
-      novaPro: {
+      'amazon-nova-pro': {
         label: 'Amazon Nova Pro',
         description:
           'A highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.',
       },
-      novaLite: {
+      'amazon-nova-lite': {
         label: 'Amazon Nova Lite',
         description:
           'A very low-cost multimodal model that is lightning fast for processing image, video, and text inputs.',
       },
-      novaMicro: {
+      'amazon-nova-micro': {
         label: 'Amazon Nova Micro',
         description:
           'A text-only model that delivers the lowest latency responses in the Amazon Nova family of models at a very low cost.',
diff --git a/frontend/src/i18n/es/index.ts b/frontend/src/i18n/es/index.ts
index 6f40a3ead..20009df50 100644
--- a/frontend/src/i18n/es/index.ts
+++ b/frontend/src/i18n/es/index.ts
@@ -16,41 +16,41 @@ const translation = {
       adminConsoles: 'Solo Administrador',
     },
     model: {
-      haiku3: {
+      'claude-v3-haiku': {
         label: 'Claude 3 (Haiku)',
         description:
           'Versión anterior optimizada para velocidad y compacidad, brindando respuesta casi instantánea.',
       },
-      sonnet3: {
+      'claude-v3-sonnet': {
         label: 'Claude 3 (Sonnet)',
         description: 'Equilibrio entre inteligencia y velocidad.',
       },
-      'sonnet3-5': {
+      'claude-v3.5-sonnet': {
         label: 'Claude 3.5 (Sonnet) v1',
         description:
           'Versión anterior de Claude 3.5. Soporta una amplia gama de tareas, pero la v2 ofrece mayor precisión.',
       },
-      'sonnet3-5-v2': {
+      'claude-v3.5-sonnet-v2': {
         label: 'Claude 3.5 (Sonnet) v2',
         description:
           'La última versión de Claude 3.5. Un modelo mejorado que supera a la v1 en precisión y rendimiento.',
       },
-      'haiku3-5': {
+      'claude-v3.5-haiku': {
         label: 'Claude 3.5 (Haiku)',
         description:
           'La última versión, con una capacidad de respuesta aún más rápida y mejor rendimiento respecto a Haiku 3.',
       },
-      opus3: {
+      'claude-v3-opus': {
         label: 'Claude 3 (Opus)',
         description: 'Modelo potente para tareas altamente complejas.',
       },
-      mistral7b: {
+      'mistral-7b-instruct': {
         label: 'Mistral 7B',
       },
-      mistral8x7b: {
-        label: 'Mixtral-8x7B',
+      'mixtral-8x7b-instruct': {
+        label: 'Mistral-8x7B',
       },
-      mistralLarge: {
+      'mistral-large': {
         label: 'Mistral Grande',
       },
     },
diff --git a/frontend/src/i18n/ja/index.ts b/frontend/src/i18n/ja/index.ts
index e383e093e..8f6cfbb9d 100644
--- a/frontend/src/i18n/ja/index.ts
+++ b/frontend/src/i18n/ja/index.ts
@@ -19,53 +19,53 @@ const translation = {
       adminConsoles: '管理者用',
     },
     model: {
-      haiku3: {
+      'claude-v3-haiku': {
         label: 'Claude 3 (Haiku)',
         description:
           '旧バージョンで、スピードとコンパクトさを最適化しており、ほぼ瞬時の応答を提供',
       },
-      sonnet3: {
+      'claude-v3-sonnet': {
         label: 'Claude 3 (Sonnet)',
         description: '賢さとスピードのバランスが取れたモデル',
       },
-      'sonnet3-5': {
+      'claude-v3.5-sonnet': {
         label: 'Claude 3.5 (Sonnet) v1',
         description:
           'Claude 3.5の初期バージョン。幅広いタスクに対応しますが、v2の方が精度が向上',
       },
-      'sonnet3-5-v2': {
+      'claude-v3.5-sonnet-v2': {
         label: 'Claude 3.5 (Sonnet) v2',
         description:
           'Claude 3.5の最新バージョン。v1をさらに強化し、より高い精度とパフォーマンスを提供',
       },
-      'haiku3-5': {
+      'claude-v3.5-haiku': {
         label: 'Claude 3.5 (Haiku) v1',
         description: 'Haiku最新バージョン。精度を保ち、高速な応答を実現',
       },
-      opus3: {
+      'claude-v3-opus': {
         label: 'Claude 3 (Opus)',
         description: '非常に複雑なタスクに対応するパワフルなモデル',
       },
-      mistral7b: {
+      'mistral-7b-instruct': {
         label: 'Mistral 7B',
       },
-      mistral8x7b: {
-        label: 'Mixtral-8x7B',
+      'mixtral-8x7b-instruct': {
+        label: 'Mistral-8x7B',
       },
-      mistralLarge: {
+      'mistral-large': {
         label: 'Mistral Large',
       },
-      novaPro: {
+      'amazon-nova-pro': {
         label: 'Amazon Nova Pro',
         description:
           '精度、速度、コストのバランスが最も優れた高性能マルチモーダルモデル',
       },
-      novaLite: {
+      'amazon-nova-lite': {
         label: 'Amazon Nova Lite',
         description:
           '非常に低コストで高速なマルチモーダルモデルで、リアルタイム処理に最適',
       },
-      novaMicro: {
+      'amazon-nova-micro': {
         label: 'Amazon Nova Micro',
         description:
           '最も低いレイテンシーと低コストで提供される軽量なテキストモデル',

From 1302ad988c3435b25bf0f89c131cd90b34aff39f Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Fri, 6 Dec 2024 07:46:26 +0000
Subject: [PATCH 26/34] fix testcode

---
 .../src/utils/__tests__/MessageUtils.test.ts  | 204 +++++++++---------
 1 file changed, 102 insertions(+), 102 deletions(-)

diff --git a/frontend/src/utils/__tests__/MessageUtils.test.ts b/frontend/src/utils/__tests__/MessageUtils.test.ts
index a576d8b82..416824748 100644
--- a/frontend/src/utils/__tests__/MessageUtils.test.ts
+++ b/frontend/src/utils/__tests__/MessageUtils.test.ts
@@ -7,7 +7,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -25,7 +25,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -48,7 +48,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -63,7 +63,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -81,7 +81,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -98,7 +98,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',
@@ -121,7 +121,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -136,7 +136,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -151,7 +151,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -169,7 +169,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -186,7 +186,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',
@@ -203,7 +203,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '3',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-3',
@@ -226,7 +226,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -241,7 +241,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -256,7 +256,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -274,7 +274,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -291,7 +291,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-1',
@@ -314,7 +314,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -329,7 +329,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -344,7 +344,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -362,7 +362,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -379,7 +379,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2',
@@ -402,7 +402,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -417,7 +417,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -432,7 +432,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -447,7 +447,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -465,7 +465,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -482,7 +482,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2',
@@ -499,7 +499,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2-1',
@@ -522,7 +522,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -537,7 +537,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -552,7 +552,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -567,7 +567,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -585,7 +585,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -602,7 +602,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2',
@@ -619,7 +619,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2-1',
@@ -642,7 +642,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -657,7 +657,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -672,7 +672,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -687,7 +687,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -702,7 +702,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -717,7 +717,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -732,7 +732,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2-2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -750,7 +750,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -767,7 +767,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2',
@@ -784,7 +784,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2-1',
@@ -801,7 +801,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2-2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2-2',
@@ -818,7 +818,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-2-2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-2-2-1',
@@ -841,7 +841,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       system: {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -856,7 +856,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -871,7 +871,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -889,7 +889,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -906,7 +906,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',
@@ -929,7 +929,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       system: {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -944,7 +944,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -959,7 +959,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -974,7 +974,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-1-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -989,7 +989,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1007,7 +1007,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1-1',
@@ -1024,7 +1024,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1-1-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1-1-1',
@@ -1047,7 +1047,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       system: {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1062,7 +1062,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1077,7 +1077,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1092,7 +1092,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-1-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1107,7 +1107,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1125,7 +1125,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1-2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1-2',
@@ -1142,7 +1142,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1-2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1-2-1',
@@ -1165,7 +1165,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       system: {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1180,7 +1180,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1195,7 +1195,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1210,7 +1210,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-1-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1225,7 +1225,7 @@ describe('convertMessageMapToArray', () => {
       },
       '1-2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1243,7 +1243,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1-1',
@@ -1260,7 +1260,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1-1-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1-1-1',
@@ -1290,7 +1290,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1305,7 +1305,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1320,7 +1320,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1335,7 +1335,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3-1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1350,7 +1350,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3-2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1368,7 +1368,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -1385,7 +1385,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2-1',
@@ -1402,7 +1402,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '3-1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-3-1',
@@ -1426,7 +1426,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1441,7 +1441,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1456,7 +1456,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1474,7 +1474,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',
@@ -1491,7 +1491,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '3',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-3',
@@ -1515,7 +1515,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1530,7 +1530,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1545,7 +1545,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1563,7 +1563,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -1580,7 +1580,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',
@@ -1604,7 +1604,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1619,7 +1619,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1634,7 +1634,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1652,7 +1652,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',
@@ -1669,7 +1669,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '3',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-3',
@@ -1693,7 +1693,7 @@ describe('convertMessageMapToArray', () => {
     const data: MessageMap = {
       '1': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1708,7 +1708,7 @@ describe('convertMessageMapToArray', () => {
       },
       '2': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1723,7 +1723,7 @@ describe('convertMessageMapToArray', () => {
       },
       '3': {
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             contentType: 'text',
@@ -1741,7 +1741,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '1',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-1',
@@ -1758,7 +1758,7 @@ describe('convertMessageMapToArray', () => {
       {
         id: '2',
         role: 'user',
-        model: 'claude-v2',
+        model: 'claude-v3-haiku',
         content: [
           {
             body: 'message-2',

From a0b86ae1636f7b4741b1f4386cc171268f95b0ba Mon Sep 17 00:00:00 2001
From: statefb <tmgf.15.su@gmail.com>
Date: Fri, 6 Dec 2024 20:17:01 +0900
Subject: [PATCH 27/34] Refactor conversation types to use MODEL_KEYS constant
 and improve type safety

---
 .../{conversation.d.ts => conversation.ts}    | 41 +++++++++++--------
 .../components/SwitchBedrockModel.stories.tsx |  6 ++-
 frontend/src/constants/index.ts               | 16 --------
 .../knowledgeBase/pages/BotKbEditPage.tsx     | 30 +++++++-------
 frontend/src/hooks/useModel.ts                |  5 +--
 frontend/src/pages/ChatPage.tsx               |  8 ++--
 6 files changed, 51 insertions(+), 55 deletions(-)
 rename frontend/src/@types/{conversation.d.ts => conversation.ts} (81%)

diff --git a/frontend/src/@types/conversation.d.ts b/frontend/src/@types/conversation.ts
similarity index 81%
rename from frontend/src/@types/conversation.d.ts
rename to frontend/src/@types/conversation.ts
index ffb0c014a..1b8f9fd5a 100644
--- a/frontend/src/@types/conversation.d.ts
+++ b/frontend/src/@types/conversation.ts
@@ -1,17 +1,21 @@
 export type Role = 'system' | 'assistant' | 'user';
-export type Model =
-  | 'claude-v3-opus'
-  | 'claude-v3-sonnet'
-  | 'claude-v3.5-sonnet'
-  | 'claude-v3.5-sonnet-v2'
-  | 'claude-v3-haiku'
-  | 'claude-v3.5-haiku'
-  | 'mistral-7b-instruct'
-  | 'mixtral-8x7b-instruct'
-  | 'mistral-large'
-  | 'amazon-nova-pro'
-  | 'amazon-nova-lite'
-  | 'amazon-nova-micro';
+
+export const MODEL_KEYS = [
+  'claude-v3-opus',
+  'claude-v3-sonnet',
+  'claude-v3.5-sonnet',
+  'claude-v3.5-sonnet-v2',
+  'claude-v3-haiku',
+  'claude-v3.5-haiku',
+  'mistral-7b-instruct',
+  'mixtral-8x7b-instruct',
+  'mistral-large',
+  'amazon-nova-pro',
+  'amazon-nova-lite',
+  'amazon-nova-micro',
+] as const;
+
+export type Model = (typeof MODEL_KEYS)[number];
 
 export type Content = TextContent | ImageContent | AttachmentContent;
 
@@ -63,7 +67,9 @@ export type AgentToolResultJsonContent = {
   json: { [key: string]: any }; // eslint-disable-line @typescript-eslint/no-explicit-any
 };
 
-export type AgentToolResultContent = AgentToolResultTextContent | AgentToolResultJsonContent;
+export type AgentToolResultContent =
+  | AgentToolResultTextContent
+  | AgentToolResultJsonContent;
 
 export type ToolResultContentBody = {
   toolUseId: string;
@@ -71,7 +77,10 @@ export type ToolResultContentBody = {
   status: 'success' | 'error';
 };
 
-export type SimpleMessageContent = TextContent | ToolUseContent | ToolResultContent;
+export type SimpleMessageContent =
+  | TextContent
+  | ToolUseContent
+  | ToolResultContent;
 
 export type SimpleMessage = {
   role: Role;
@@ -107,7 +116,7 @@ export type PostMessageRequest = {
     parentMessageId: null | string;
   };
   botId?: string;
-  continueGenerate?: bool;
+  continueGenerate?: boolean;
 };
 
 export type PostMessageResponse = {
diff --git a/frontend/src/components/SwitchBedrockModel.stories.tsx b/frontend/src/components/SwitchBedrockModel.stories.tsx
index decd2dccd..ca52a1ef9 100644
--- a/frontend/src/components/SwitchBedrockModel.stories.tsx
+++ b/frontend/src/components/SwitchBedrockModel.stories.tsx
@@ -1,11 +1,13 @@
 import SwitchBedrockModel from './SwitchBedrockModel';
-import { MODEL_KEYS } from '../constants';
+import { Model, MODEL_KEYS } from '../@types/conversation';
 import { ActiveModels } from '../@types/bot';
 
 export const Ideal = () => (
   <SwitchBedrockModel
     activeModels={
-      Object.fromEntries(MODEL_KEYS.map((key) => [key, true])) as ActiveModels
+      Object.fromEntries(
+        MODEL_KEYS.map((key: Model) => [key, true])
+      ) as ActiveModels
     }
   />
 );
diff --git a/frontend/src/constants/index.ts b/frontend/src/constants/index.ts
index 135223da0..a404a9392 100644
--- a/frontend/src/constants/index.ts
+++ b/frontend/src/constants/index.ts
@@ -1,5 +1,4 @@
 import { GenerationParams } from '../@types/bot';
-import { Model } from '../@types/conversation';
 
 export const EDGE_GENERATION_PARAMS = {
   maxTokens: {
@@ -101,18 +100,3 @@ export const GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD = {
   MIN: 0,
   STEP: 0.01,
 };
-
-export const MODEL_KEYS: Model[] = [
-  'claude-v3-opus',
-  'claude-v3-sonnet',
-  'claude-v3.5-sonnet',
-  'claude-v3.5-sonnet-v2',
-  'claude-v3-haiku',
-  'claude-v3.5-haiku',
-  'mistral-7b-instruct',
-  'mixtral-8x7b-instruct',
-  'mistral-large',
-  "amazon-nova-pro",
-  "amazon-nova-lite",
-  "amazon-nova-micro",
-];
\ No newline at end of file
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index f96386d03..8b7a9c0c2 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -50,8 +50,8 @@ import {
 import {
   GUARDRAILS_FILTERS_THRESHOLD,
   GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD,
-  MODEL_KEYS,
 } from '../../../constants';
+import { Model, MODEL_KEYS } from '../../../@types/conversation';
 import {
   ChunkingStrategy,
   FixedSizeParams,
@@ -64,7 +64,6 @@ import {
   WebCrawlingScope,
 } from '../types';
 import { toCamelCase } from '../../../utils/StringUtils';
-import { Model } from '../../../@types/conversation';
 
 const MISTRAL_ENABLED: boolean =
   import.meta.env.VITE_APP_ENABLE_MISTRAL === 'true';
@@ -146,7 +145,7 @@ const BotKbEditPage: React.FC = () => {
   });
 
   const [activeModels, setActiveModels] = useState<ActiveModels>(() => {
-    const initialState = MODEL_KEYS.reduce((acc, key) => {
+    const initialState = MODEL_KEYS.reduce((acc: ActiveModels, key: Model) => {
       acc[toCamelCase(key) as keyof ActiveModels] = true;
       return acc;
     }, {} as ActiveModels);
@@ -157,22 +156,23 @@ const BotKbEditPage: React.FC = () => {
     key: Model;
     label: string;
   }[] = (() => {
-    const getMistralModels = () => MODEL_KEYS
-      .filter(key => key.includes('mistral') || key.includes('mixtral'))
-      .map(key => ({
+    const getMistralModels = () =>
+      MODEL_KEYS.filter(
+        (key) => key.includes('mistral') || key.includes('mixtral')
+      ).map((key) => ({
         key: key as Model,
-        label: t(`model.${key}.label`) as string
+        label: t(`model.${key}.label`) as string,
       }));
-  
+
     const getClaudeAndNovaModels = () => {
-      return MODEL_KEYS
-        .filter(key => key.includes('claude') || key.includes('nova'))
-        .map(key => ({
-          key: key as Model,
-          label: t(`model.${key}.label`) as string
-        }));
+      return MODEL_KEYS.filter(
+        (key) => key.includes('claude') || key.includes('nova')
+      ).map((key) => ({
+        key: key as Model,
+        label: t(`model.${key}.label`) as string,
+      }));
     };
-  
+
     return MISTRAL_ENABLED ? getMistralModels() : getClaudeAndNovaModels();
   })();
 
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index e54d45c3f..baf2dcb35 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -1,10 +1,9 @@
 import { create } from 'zustand';
-import { Model } from '../@types/conversation';
+import { Model, MODEL_KEYS } from '../@types/conversation';
 import { useEffect, useMemo, useCallback, useRef, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import useLocalStorage from './useLocalStorage';
 import { ActiveModels } from '../@types/bot';
-import { MODEL_KEYS } from '../constants';
 import { toCamelCase } from '../utils/StringUtils';
 
 const MISTRAL_ENABLED: boolean =
@@ -57,7 +56,7 @@ const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
     }
 
     // Create a new object with all models set to true
-    return MODEL_KEYS.reduce((acc, model) => {
+    return MODEL_KEYS.reduce((acc: ActiveModels, model: Model) => {
       // Optimize string replacement by doing it in one operation
       acc[toCamelCase(model) as keyof ActiveModels] = true;
       return acc;
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index f02b7c530..d82ddf982 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -49,14 +49,16 @@ import { BottomHelper } from '../features/helper/components/BottomHelper';
 import { useIsWindows } from '../hooks/useIsWindows';
 import {
   DisplayMessageContent,
+  Model,
   PutFeedbackRequest,
-} from '../@types/conversation';
-import usePostMessageStreaming from '../hooks/usePostMessageStreaming';import { MODEL_KEYS } from '../constants';
+  MODEL_KEYS,
+} from '../@types/conversation.ts';
+import usePostMessageStreaming from '../hooks/usePostMessageStreaming.ts';
 
 // Default model activation settings when no bot is selected
 const defaultActiveModels: ActiveModels = (() => {
   return Object.fromEntries(
-    MODEL_KEYS.map((key) => [toCamelCase(key), true])
+    MODEL_KEYS.map((key: Model) => [toCamelCase(key), true])
   ) as ActiveModels;
 })();
 

From fbe94387b4fd8cc64f5f857d0bf15dd54afd3390 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Tue, 10 Dec 2024 04:25:11 +0000
Subject: [PATCH 28/34] =?UTF-8?q?=E3=83=A2=E3=83=87=E3=83=AB=E8=A8=AD?=
 =?UTF-8?q?=E5=AE=9A=20->=20=E5=88=A9=E7=94=A8=E5=8F=AF=E8=83=BD=E3=81=AA?=
 =?UTF-8?q?=E3=83=A2=E3=83=87=E3=83=AB=E8=A8=AD=E5=AE=9A?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/i18n/ja/index.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/frontend/src/i18n/ja/index.ts b/frontend/src/i18n/ja/index.ts
index 8f6cfbb9d..ea8c0e8eb 100644
--- a/frontend/src/i18n/ja/index.ts
+++ b/frontend/src/i18n/ja/index.ts
@@ -369,7 +369,7 @@ const translation = {
         failDeleteApi: 'APIの削除に失敗しました。',
       },
       activeModels: {
-        title: 'モデル設定',
+        title: '利用可能なモデル設定',
         description: 'このボットで使用可能なモデルを設定します。',
       },
     },

From e70f6b86f8d8846d0628f0a779f78207d9b02073 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Tue, 10 Dec 2024 04:38:27 +0000
Subject: [PATCH 29/34] =?UTF-8?q?MODEL=5FKEYS=E3=82=92AVAILABLE=5FMODEL=5F?=
 =?UTF-8?q?KEYS=E3=81=AB=E5=90=8D=E7=A7=B0=E5=A4=89=E6=9B=B4=E3=81=97?=
 =?UTF-8?q?=E3=81=A6=20constants/index.ts=E3=81=AB=E7=A7=BB=E5=8B=95?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/@types/conversation.ts           | 20 ++++---------------
 .../components/SwitchBedrockModel.stories.tsx |  5 +++--
 frontend/src/constants/index.ts               | 15 ++++++++++++++
 .../knowledgeBase/pages/BotKbEditPage.tsx     | 16 +++++++++------
 frontend/src/hooks/useModel.ts                |  5 +++--
 frontend/src/pages/ChatPage.tsx               |  4 ++--
 6 files changed, 37 insertions(+), 28 deletions(-)

diff --git a/frontend/src/@types/conversation.ts b/frontend/src/@types/conversation.ts
index 1b8f9fd5a..c4b4184e2 100644
--- a/frontend/src/@types/conversation.ts
+++ b/frontend/src/@types/conversation.ts
@@ -1,21 +1,9 @@
+import {
+  AVAILABLE_MODEL_KEYS
+} from '../constants/index'
 export type Role = 'system' | 'assistant' | 'user';
 
-export const MODEL_KEYS = [
-  'claude-v3-opus',
-  'claude-v3-sonnet',
-  'claude-v3.5-sonnet',
-  'claude-v3.5-sonnet-v2',
-  'claude-v3-haiku',
-  'claude-v3.5-haiku',
-  'mistral-7b-instruct',
-  'mixtral-8x7b-instruct',
-  'mistral-large',
-  'amazon-nova-pro',
-  'amazon-nova-lite',
-  'amazon-nova-micro',
-] as const;
-
-export type Model = (typeof MODEL_KEYS)[number];
+export type Model = (typeof AVAILABLE_MODEL_KEYS)[number];
 
 export type Content = TextContent | ImageContent | AttachmentContent;
 
diff --git a/frontend/src/components/SwitchBedrockModel.stories.tsx b/frontend/src/components/SwitchBedrockModel.stories.tsx
index ca52a1ef9..f8bcf92db 100644
--- a/frontend/src/components/SwitchBedrockModel.stories.tsx
+++ b/frontend/src/components/SwitchBedrockModel.stories.tsx
@@ -1,12 +1,13 @@
 import SwitchBedrockModel from './SwitchBedrockModel';
-import { Model, MODEL_KEYS } from '../@types/conversation';
+import { Model } from '../@types/conversation';
+import { AVAILABLE_MODEL_KEYS } from '../constants/index';
 import { ActiveModels } from '../@types/bot';
 
 export const Ideal = () => (
   <SwitchBedrockModel
     activeModels={
       Object.fromEntries(
-        MODEL_KEYS.map((key: Model) => [key, true])
+        AVAILABLE_MODEL_KEYS.map((key: Model) => [key, true])
       ) as ActiveModels
     }
   />
diff --git a/frontend/src/constants/index.ts b/frontend/src/constants/index.ts
index a404a9392..c6dc8ef63 100644
--- a/frontend/src/constants/index.ts
+++ b/frontend/src/constants/index.ts
@@ -100,3 +100,18 @@ export const GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD = {
   MIN: 0,
   STEP: 0.01,
 };
+
+export const AVAILABLE_MODEL_KEYS = [
+  'claude-v3-opus',
+  'claude-v3-sonnet',
+  'claude-v3.5-sonnet',
+  'claude-v3.5-sonnet-v2',
+  'claude-v3-haiku',
+  'claude-v3.5-haiku',
+  'mistral-7b-instruct',
+  'mixtral-8x7b-instruct',
+  'mistral-large',
+  'amazon-nova-pro',
+  'amazon-nova-lite',
+  'amazon-nova-micro',
+] as const;
diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index 8b7a9c0c2..c7a7b7845 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -51,7 +51,8 @@ import {
   GUARDRAILS_FILTERS_THRESHOLD,
   GUARDRAILS_CONTECTUAL_GROUNDING_THRESHOLD,
 } from '../../../constants';
-import { Model, MODEL_KEYS } from '../../../@types/conversation';
+import { Model } from '../../../@types/conversation';
+import { AVAILABLE_MODEL_KEYS } from '../../../constants/index'
 import {
   ChunkingStrategy,
   FixedSizeParams,
@@ -145,7 +146,7 @@ const BotKbEditPage: React.FC = () => {
   });
 
   const [activeModels, setActiveModels] = useState<ActiveModels>(() => {
-    const initialState = MODEL_KEYS.reduce((acc: ActiveModels, key: Model) => {
+    const initialState = AVAILABLE_MODEL_KEYS.reduce((acc: ActiveModels, key: Model) => {
       acc[toCamelCase(key) as keyof ActiveModels] = true;
       return acc;
     }, {} as ActiveModels);
@@ -157,7 +158,7 @@ const BotKbEditPage: React.FC = () => {
     label: string;
   }[] = (() => {
     const getMistralModels = () =>
-      MODEL_KEYS.filter(
+      AVAILABLE_MODEL_KEYS.filter(
         (key) => key.includes('mistral') || key.includes('mixtral')
       ).map((key) => ({
         key: key as Model,
@@ -165,7 +166,7 @@ const BotKbEditPage: React.FC = () => {
       }));
 
     const getClaudeAndNovaModels = () => {
-      return MODEL_KEYS.filter(
+      return AVAILABLE_MODEL_KEYS.filter(
         (key) => key.includes('claude') || key.includes('nova')
       ).map((key) => ({
         key: key as Model,
@@ -2395,7 +2396,7 @@ const BotKbEditPage: React.FC = () => {
                 <div className="mt-4">
                   <div className="mt-2 space-y-2">
                     {activeModelsOptions.map(({ key, label }) => (
-                      <div key={key} className="flex items-center gap-2">
+                      <div key={key} className="flex items-start">
                         <Toggle
                           value={
                             activeModels[
@@ -2404,7 +2405,10 @@ const BotKbEditPage: React.FC = () => {
                           }
                           onChange={(value) => onChangeActiveModels(key, value)}
                         />
-                        <span>{label}</span>
+                        <div>
+                          <div>{label}</div>
+                          <div className="text-sm text-dark-gray">{description}</div>
+                        </div>
                       </div>
                     ))}
                   </div>
diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index baf2dcb35..f63fb5b58 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -1,5 +1,6 @@
 import { create } from 'zustand';
-import { Model, MODEL_KEYS } from '../@types/conversation';
+import { Model } from '../@types/conversation';
+import { AVAILABLE_MODEL_KEYS } from '../constants/index';
 import { useEffect, useMemo, useCallback, useRef, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import useLocalStorage from './useLocalStorage';
@@ -56,7 +57,7 @@ const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
     }
 
     // Create a new object with all models set to true
-    return MODEL_KEYS.reduce((acc: ActiveModels, model: Model) => {
+    return AVAILABLE_MODEL_KEYS.reduce((acc: ActiveModels, model: Model) => {
       // Optimize string replacement by doing it in one operation
       acc[toCamelCase(model) as keyof ActiveModels] = true;
       return acc;
diff --git a/frontend/src/pages/ChatPage.tsx b/frontend/src/pages/ChatPage.tsx
index d82ddf982..13ec1cc9b 100644
--- a/frontend/src/pages/ChatPage.tsx
+++ b/frontend/src/pages/ChatPage.tsx
@@ -51,14 +51,14 @@ import {
   DisplayMessageContent,
   Model,
   PutFeedbackRequest,
-  MODEL_KEYS,
 } from '../@types/conversation.ts';
+import { AVAILABLE_MODEL_KEYS } from '../constants/index'
 import usePostMessageStreaming from '../hooks/usePostMessageStreaming.ts';
 
 // Default model activation settings when no bot is selected
 const defaultActiveModels: ActiveModels = (() => {
   return Object.fromEntries(
-    MODEL_KEYS.map((key: Model) => [toCamelCase(key), true])
+    AVAILABLE_MODEL_KEYS.map((key: Model) => [toCamelCase(key), true])
   ) as ActiveModels;
 })();
 

From cfe53651f4f2850fd282ef2f32520773bc3d0fe8 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Tue, 10 Dec 2024 04:58:01 +0000
Subject: [PATCH 30/34] =?UTF-8?q?useModel=E3=81=AEuseEffect=E3=81=A7botId?=
 =?UTF-8?q?=E4=BB=A5=E5=A4=96=E3=82=92=E5=89=8A=E9=99=A4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/hooks/useModel.ts | 14 ++------------
 1 file changed, 2 insertions(+), 12 deletions(-)

diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index f63fb5b58..12f3ee950 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -251,18 +251,8 @@ const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
         }
       }
     }
-  }, [
-    botId,
-    previousBotId,
-    botModelId,
-    recentUseModelId,
-    modelId,
-    filteredModels,
-    setModelId,
-    selectModel,
-    getDefaultModel,
-    processedActiveModels,
-  ]);
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [botId]);
 
   const model = useMemo(() => {
     return filteredModels.find(

From e4f3328b75581a1525a65754700ab84da2d3f3ac Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Tue, 10 Dec 2024 05:58:57 +0000
Subject: [PATCH 31/34] =?UTF-8?q?conversation.ts=20-=20>=20conversation.d.?=
 =?UTF-8?q?ts=20=E3=81=AB=E6=88=BB=E3=81=99?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/@types/{conversation.ts => conversation.d.ts} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename frontend/src/@types/{conversation.ts => conversation.d.ts} (100%)

diff --git a/frontend/src/@types/conversation.ts b/frontend/src/@types/conversation.d.ts
similarity index 100%
rename from frontend/src/@types/conversation.ts
rename to frontend/src/@types/conversation.d.ts

From 061fb0d50320eba186e93b8989d41e959d8acd95 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Tue, 10 Dec 2024 08:12:57 +0000
Subject: [PATCH 32/34] =?UTF-8?q?useEffect=E3=81=AE=E4=BE=9D=E5=AD=98?=
 =?UTF-8?q?=E9=96=A2=E4=BF=82=E3=82=92=E6=88=BB=E3=81=99?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/hooks/useModel.ts | 14 ++++++++++++--
 1 file changed, 12 insertions(+), 2 deletions(-)

diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index 12f3ee950..f63fb5b58 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -251,8 +251,18 @@ const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
         }
       }
     }
-    // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [botId]);
+  }, [
+    botId,
+    previousBotId,
+    botModelId,
+    recentUseModelId,
+    modelId,
+    filteredModels,
+    setModelId,
+    selectModel,
+    getDefaultModel,
+    processedActiveModels,
+  ]);
 
   const model = useMemo(() => {
     return filteredModels.find(

From 8577eb7dc8ee3d82d3ffd30ab7b3f54b1b8de523 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Tue, 10 Dec 2024 09:21:33 +0000
Subject: [PATCH 33/34] =?UTF-8?q?useModel=E3=81=AEuseEffect=E3=81=AFbotid?=
 =?UTF-8?q?=E3=81=A0=E3=81=91=E3=81=AB=E3=81=99=E3=82=8B?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/hooks/useModel.ts | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/frontend/src/hooks/useModel.ts b/frontend/src/hooks/useModel.ts
index f63fb5b58..cff89179c 100644
--- a/frontend/src/hooks/useModel.ts
+++ b/frontend/src/hooks/useModel.ts
@@ -251,17 +251,9 @@ const useModel = (botId?: string | null, activeModels?: ActiveModels) => {
         }
       }
     }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [
     botId,
-    previousBotId,
-    botModelId,
-    recentUseModelId,
-    modelId,
-    filteredModels,
-    setModelId,
-    selectModel,
-    getDefaultModel,
-    processedActiveModels,
   ]);
 
   const model = useMemo(() => {

From a514ca64cd66f52c2d2181ddbf333daf39601a69 Mon Sep 17 00:00:00 2001
From: fsatsuki <fsatsuki@amazon.co.jp>
Date: Thu, 12 Dec 2024 01:23:37 +0000
Subject: [PATCH 34/34] =?UTF-8?q?activeModelsOptions=E3=81=ABdescription?=
 =?UTF-8?q?=E3=82=92=E8=BF=BD=E5=8A=A0?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx | 5 ++++-
 frontend/src/i18n/en/index.ts                               | 3 +++
 frontend/src/i18n/ja/index.ts                               | 4 +++-
 3 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
index c7a7b7845..d094a88a7 100644
--- a/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
+++ b/frontend/src/features/knowledgeBase/pages/BotKbEditPage.tsx
@@ -156,6 +156,7 @@ const BotKbEditPage: React.FC = () => {
   const activeModelsOptions: {
     key: Model;
     label: string;
+    description: string;
   }[] = (() => {
     const getMistralModels = () =>
       AVAILABLE_MODEL_KEYS.filter(
@@ -163,6 +164,7 @@ const BotKbEditPage: React.FC = () => {
       ).map((key) => ({
         key: key as Model,
         label: t(`model.${key}.label`) as string,
+        description: t(`model.${key}.description`) as string,
       }));
 
     const getClaudeAndNovaModels = () => {
@@ -171,6 +173,7 @@ const BotKbEditPage: React.FC = () => {
       ).map((key) => ({
         key: key as Model,
         label: t(`model.${key}.label`) as string,
+        description: t(`model.${key}.description`) as string,
       }));
     };
 
@@ -2395,7 +2398,7 @@ const BotKbEditPage: React.FC = () => {
 
                 <div className="mt-4">
                   <div className="mt-2 space-y-2">
-                    {activeModelsOptions.map(({ key, label }) => (
+                    {activeModelsOptions.map(({ key, label, description }) => (
                       <div key={key} className="flex items-start">
                         <Toggle
                           value={
diff --git a/frontend/src/i18n/en/index.ts b/frontend/src/i18n/en/index.ts
index b40925abd..6db2a2e1e 100644
--- a/frontend/src/i18n/en/index.ts
+++ b/frontend/src/i18n/en/index.ts
@@ -46,12 +46,15 @@ const translation = {
       },
       'mistral-7b-instruct': {
         label: 'Mistral 7B',
+        description: 'Supports English text generation tasks with natural coding capabilities'
       },
       'mixtral-8x7b-instruct': {
         label: 'Mistral-8x7B',
+        description: "A popular, high-quality, sparse Mixture-of-Experts (MoE) model, that is ideal for text summarization, question and answering, text classification, text completion, and code generation."
       },
       'mistral-large': {
         label: 'Mistral Large',
+        description: "Ideal for complex tasks that require substantial reasoning capabilities, or ones that are highly specialized, such as Synthetic Text Generation or Code Generation."
       },
       'amazon-nova-pro': {
         label: 'Amazon Nova Pro',
diff --git a/frontend/src/i18n/ja/index.ts b/frontend/src/i18n/ja/index.ts
index ea8c0e8eb..79b661e61 100644
--- a/frontend/src/i18n/ja/index.ts
+++ b/frontend/src/i18n/ja/index.ts
@@ -48,12 +48,14 @@ const translation = {
       },
       'mistral-7b-instruct': {
         label: 'Mistral 7B',
+        description: '自然なコーディング機能で英語のテキスト生成タスクをサポートします'
       },
       'mixtral-8x7b-instruct': {
         label: 'Mistral-8x7B',
+        description: 'Mixtral-8x7BはMistral AIによって開発された基盤モデルで、英語、フランス語、ドイツ語、イタリア語、スペイン語のテキストをサポートし、コード生成機能を備えています。'
       },
       'mistral-large': {
-        label: 'Mistral Large',
+        label: '実質的な推論機能を必要とする複雑なタスクや、合成テキスト生成およびコード生成などの高度に専門化されたタスクに最適です',
       },
       'amazon-nova-pro': {
         label: 'Amazon Nova Pro',