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Add support for Ollama, Palm, Claude-2, Cohere, Replicate Llama2 CodeLlama (100+LLMs) - using LiteLLM #53

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Add support for Ollama, Palm, Claude-2, Cohere, Replicate Llama2 CodeLlama (100+LLMs) - using LiteLLM #53

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3 changes: 2 additions & 1 deletion camel/model_backend.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
from typing import Any, Dict

import openai
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this import isn't used anymore it seems

import litellm
import tiktoken

from camel.typing import ModelType
Expand Down Expand Up @@ -66,7 +67,7 @@ def run(self, *args, **kwargs) -> Dict[str, Any]:
num_max_token = num_max_token_map[self.model_type.value]
num_max_completion_tokens = num_max_token - num_prompt_tokens
self.model_config_dict['max_tokens'] = num_max_completion_tokens
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we also expose a util called get_max_tokens() happy to expose this in this PR too

response = openai.ChatCompletion.create(*args, **kwargs,
response = litellm.completion(*args, **kwargs,
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When testing this for Claude, line 78 below ("if not isinstance(response, Dict)") fails because the response is an instance of ModelResponse. Similar thing happening in chat_agent.py line 192.

model=self.model_type.value,
**self.model_config_dict)

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1 change: 1 addition & 0 deletions requirements.txt
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Expand Up @@ -29,6 +29,7 @@ jedi==0.18.2
jieba==0.42.1
Jinja2==3.1.2
lazy-object-proxy==1.9.0
litellm>=0.1.609
Markdown==3.4.4
MarkupSafe==2.1.3
mccabe==0.7.0
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