feat: add 00-quick-start

NikiforovAll · Oct 18, 2024 · 8d1aad1 · 8d1aad1
1 parent 2fda6f8
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Showing 6 changed files with 342 additions and 42 deletions.
diff --git a/README.md b/README.md
@@ -49,4 +49,6 @@ jupyter-lab
 * .NET Interactive | Samples - <https://github.com/dotnet/interactive/tree/main/samples/notebooks/csharp>
 * .NET Interactive - <https://github.com/dotnet/interactive/blob/main/docs/README.md>
 * Elasticsearch Labs <https://github.com/elastic/elasticsearch-labs>
-* <https://www.elastic.co/start-local>
+* <https://www.elastic.co/start-local>
+* <https://devblogs.microsoft.com/dotnet/introducing-microsoft-extensions-ai-preview/>
+* <https://www.galileo.ai/blog/mastering-rag-how-to-select-an-embedding-model>
diff --git a/src/_infra/azure-infra.ipynb b/src/_infra/azure-infra.ipynb
@@ -0,0 +1,173 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Deploy Azure Resources\n",
+    "\n",
+    "https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/create-resource?pivots=cli"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az account show\n",
+    "\n",
+    "$location = \"eastus\"\n",
+    "$resourceGroup = \"rg-elasticsearch-playground\"\n",
+    "$aiResourceName = \"ai-elasticsearch-playground\"\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az group create `\n",
+    "    --name rg-elasticsearch-playground `\n",
+    "    --location $location"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az group show --name rg-elasticsearch-playground"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az cognitiveservices account create `\n",
+    "    --name $aiResourceName `\n",
+    "    --resource-group $resourceGroup `\n",
+    "    --location $location `\n",
+    "    --kind OpenAI --sku s0"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az cognitiveservices account show `\n",
+    "    --name $aiResourceName `\n",
+    "    --resource-group $resourceGroup | jq -r '.properties.endpoint'\n",
+    "\n",
+    "az cognitiveservices account keys list `\n",
+    "    --name $aiResourceName `\n",
+    "    --resource-group $resourceGroup | jq -r .key1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az cognitiveservices account `\n",
+    "    deployment create `\n",
+    "    --name $aiResourceName `\n",
+    "    --resource-group $resourceGroup `\n",
+    "    --deployment-name \"text-embedding-3-small\" `\n",
+    "    --model-name \"text-embedding-3-small\" `\n",
+    "    --model-version \"1\"  `\n",
+    "    --model-format OpenAI `\n",
+    "    --sku-capacity \"1\" `\n",
+    "    --sku-name \"Standard\" `\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "dotnet_interactive": {
+     "language": "pwsh"
+    },
+    "polyglot_notebook": {
+     "kernelName": "pwsh"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "az cognitiveservices account deployment list `\n",
+    "    --name $aiResourceName `\n",
+    "    --resource-group $resourceGroup"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".NET (C#)",
+   "language": "C#",
+   "name": ".net-csharp"
+  },
+  "polyglot_notebook": {
+   "kernelInfo": {
+    "defaultKernelName": "csharp",
+    "items": [
+     {
+      "aliases": [],
+      "languageName": "csharp",
+      "name": "csharp"
+     }
+    ]
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/src/_infra/get-connection-string.ipynb b/src/_infra/get-connection-string.ipynb
@@ -31,9 +31,9 @@
    "source": [
     "using dotenv.net;\n",
     "\n",
-    "var variables = DotEnv.Read(new DotEnvOptions(envFilePaths: new[] {\"../../.env\"}));\n",
+    "var envs = DotEnv.Read(new DotEnvOptions(envFilePaths: new[] {\"../../.env\"}));\n",
     "\n",
-    "if (!variables.TryGetValue(\"PLAYGROUND_CONNECTION_STRING\", out var connectionStringInput)\n",
+    "if (!envs.TryGetValue(\"PLAYGROUND_CONNECTION_STRING\", out var connectionStringInput)\n",
     "    || string.IsNullOrEmpty(connectionStringInput))\n",
     "{\n",
     "    connectionStringInput = await Microsoft.DotNet.Interactive.Kernel.GetInputAsync(\"Please provide a connection string.\");\n",

diff --git a/src/_infra/setup-elastic-infrastructure.ipynb b/src/_infra/setup-elastic-infrastructure.ipynb
@@ -1,21 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {
-    "dotnet_interactive": {
-     "language": "csharp"
-    },
-    "polyglot_notebook": {
-     "kernelName": "csharp"
-    }
-   },
-   "outputs": [],
-   "source": [
-    "#r \"nuget: Testcontainers.Elasticsearch\""
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -39,6 +23,8 @@
    },
    "outputs": [],
    "source": [
+    "#r \"nuget: Testcontainers.Elasticsearch\"\n",
+    "\n",
     "using Testcontainers.Elasticsearch;\n",
     "\n",
     "var elasticsearchContainer =  new ElasticsearchBuilder()\n",