AutoGen主打的是多智能体,对话和写代码,但是教程方面没有langchain丰富,我这里抛砖引玉提供一个autogen接入开源function calling模型的教程,我这里使用的开源repo是:https:///SalesforceAIResearch/xLAM 开源模型是:https:///Salesforce/xLAM-7b-fc-r 1b的模型效果有点差,推荐使用7b的模型。首先使用vllm运行: vllm...
"function_calling": True, }, ) ## OpenRouter def get_model_client_OpenRouter() -> OpenAIChatCompletionClient: # type: ignore "Mimic OpenAI API using Local LLM Server." return OpenAIChatCompletionClient( model="microsoft/phi-4", api_key=api_key, base_url="<https://openrouter.ai/api/v...
AutoGen是一个框架,它通过使用可以彼此对话的多个代理来共同处理各种任务,从而促进大型语言模型(LLM)应用程序的创建。 AssistantAgent是专门设计用来作为人工智能助手来解决LLM任务的。 UserProxyAgent在每个交互回合中主要寻求人工输入作为其默认响应时进行调用。它还具有执行代码和调用函数的能力。如果不提供人工用户输入,该...
engineer_system_message=f'''Engineer.You are a Senior Software Engineer that executes the fetch_prices functions as requested by the Financial Analyst.'''engineer=AssistantAgent(name='engineer',system_message=engineer_system_message,llm_config=llm_config,function_map={'fetch_prices': fetch_prices},...
llm_config=llm_config, function_map={"fetch_prices": fetch_prices}, code_execution_config=False ) 3、UI设计师 uidesigner_system_message = f""" UI Designer: You are a Senior UI/UX designer with a specialization in crafting charts using the Amcharts Stock Chart library (referenced at https...
Offline LLM Support:- Configuring GraphRAG (local & global search) to support local models from Ollama for inference and embedding. Non-OpenAI Function Calling:- Extending AutoGen to support function calling with non-OpenAI LLMs from Ollama via Lite-LLM proxy server. ...
llm_config=llm_config, function_map={"fetch_prices": fetch_prices}, code_execution_config=False ) 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 3、UI设计师 uidesigner_system_message = f""" UI Designer: You are a Senior UI/UX designer with a specialization in crafting chart...
register_function( task_planner, caller=assistant, executor=user_proxy, name=”task_planner”, description=”A task planner than can help you with decomposing a complex task into sub-tasks.”, ) # Use Cache.disk to cache LLM responses. Change cache_seed for different responses. ...
GPT function calling works, but as soon as the config is swapped for localhost to LM Studio, they are ignored NEED to make sure that if using LM Studio, set the UserAgent to have a default auto reply to "..." or something. LM Studio complains about this because of the interaction\ ...
Create Agents: AutoGen provides customizable and conversable agents that can integrate LLMs, tools, and humans. You can create different types of agents, such asAssistantAgent,UserProxyAgent,HumanAgent, etc. SeeAgentsfor more details. Initiate Chat: You can initiate a chat between...