LangChain是一个开源库,为开发人员提供了构建由大型语言模型(LLM)支持的LLM应用程序的工具,如OpenAI或Hugging Face。可以构建动态的、响应数据的应用程序,利用自然语言处理方面的最新突破。 LangChain是一个框架,使开发人员能够构建能够推理问题并将其分解为较小子任务的代理。 二、什么是Autogen? AutoGen不仅仅是一种...
这里在实例化AssistantAgent类时传递的llm_config配置除了模型的API设置还有AssistantAgent所需要执行函数的描述,函数由"functions"关键词进行描述,这里描述了两个函数"python"和"sh"。在实例化UserProxyAgent后还需要将对应函数注册进入UserProxyAgent中,并在UserProxyAgent中建立了函数名称和实际函数的映射。
Here, you'll find comprehensive documentation, installation instructions, and a wealth of examples to help you understand how to use Autogen effectively. AutoGen is a framework that enables development of large language model (LLM) applications using multiple agents that can converse ...
from autogen import UserProxyAgent, ConversableAgent, config_list_from_json def main(): # Load LLM inference endpoints from an env variable or a file # 从文件或者环境变量中加载LLM的推理端点 # 具体参看https://microsoft.github.io/autogen/docs/FAQ#set-your-api-endpoints # 以及 OAI_CONFIG_LIST...
We present AutoGen, an open-source framework that allows developers to build LLM applications by composing multiple agents to converse with each other to accomplish tasks. AutoGen agents are customizable, conversable, and can operate in various modes tha
Currently, autogen.oai only supports OpenAI models. I am planning to integrate open source LLMs into autogen. This would require Hugging Face transformers library. Some of the open source LLMs I have in mind include LLaMa, Alpaca, Falcon, Vicuna, WizardLM, Starcoder, Guanaco. Most of their...
An advanced AI assistant that leverages the capabilities of ChatGPT API, Gemini Pro, AutoGen, and open-source LLMs, enabling it both to engage in conversations and to execute computing tasks on local devices. microsoftapigoogleinterpreteraigeminiopenaiautogenmultimodalragchatgpt ...
Explore Microsoft’s open-source frameworks, Semantic Kernel and AutoGen. Semantic Kernel enables developers to create AI solutions across various domains using a single Large Language Model (LLM). AutoGen, on the other hand, uses AI Agents to perform sm
1. What is AutoGen AutoGen is a framework that enables the development of LLM applications using ...
and evaluating multi-agent workflows built upon the AUTOGEN framework. AUTOGEN STUDIO offers a web interface and a Python API for representing LLM-enabled agents using a declarative (JSON-based) specification. It provides an intuitive drag-and-drop UI for age...