Open-source Large Language Model (LLM) driven autonomous agent that can automatically solve various tasks.
- AutoGPT - AutoGPT is the vision of the power of AI accessible to everyone, to use and to build on.
- gpt-engineer - Specify what you want it to build, the AI asks for clarification, and then builds it.
- gpt-researcher - GPT based autonomous agent that does online comprehensive research on any given topic
- JARVIS - a system to connect LLMs with ML community.
- babyagi - An example of an AI-powered task management system.
- AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
- XAgent - An Autonomous LLM Agent for Complex Task Solving
- ShortGPT - 🚀🎬Experimental AI framework for automated short/video content creation.
- KwaiAgents - A generalized information-seeking agent system with Large Language Models (LLMs).
- ProAgent - An LLM-based Agent for the New Automation Paradigm - Agentic Process Automation
Open-source Large Language Model (LLM) driven Multi-Agent that can automatically solve various tasks.
- MetaGPT - 🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
- ChatDev - Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)
- DevOpsGPT - Multi agent system for AI-driven software development.
Exploring endless possibilities with open-source agent social simulation.
- generative_agents - Interactive Simulacra of Human Behavior
- camel - 🐫 Communicative Agents for “Mind” Exploration of Large Language Model Society (NeruIPS'2023)
- ai-town - deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.
- GPTTeam - The main objective of this project is to explore the potential of GPT models in enhancing multi-agent productivity and effective communication.
- ChatArena - ChatArena is a library that provides multi-agent language game environments and facilitates research about autonomous LLM agents and their social interactions.
- Camel-AutoGPT - Watch two agents 🤝 collaborate and solve tasks together, unlocking endless possibilities in #ConversationalAI, 🎮 gaming, 📚 education, and more! 🔥
Quickly build and customize agents.
- langchain - ⚡ Building applications with LLMs through composability ⚡
- llama_index - LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
- crewaAI - Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
- agents - An Open-source Framework for Autonomous Language Agents
- AutoGen - AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.
- TaskWeaver - A code-first agent framework for seamlessly planning and executing data analytics tasks.
- AgentVerse - AgentVerse is designed to facilitate the deployment of multiple LLM-based agents in various applications. AgentVerse primarily provides two frameworks: task-solving and simulation.
- SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
- AutoChain - Build lightweight, extensible, and testable LLM Agents
- modelscope-agent - An agent framework connecting models in ModelScope with the world
- AppAgent - A novel LLM-based multimodal agent framework designed to operate smartphone applications.
- superagent - 🥷 The open framework for building AI Assistants
Benchmarks to evaluate LLM-as-Agent across a variety of environments.
- AgentBench - A Comprehensive Benchmark to Evaluate LLMs as Agents
- agbenchmark - by AutoGPT
Able to connect LLM with the real world.
- OpenAgents - An Open Platform for Language Agents in the Wild
- OpenAGI - "May the Force be with LLM and Domain Experts."
- RestGPT - An LLM-based autonomous agent controlling real-world applications via RESTful APIs
- AGiXT - AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers.
- agentlego - Enhance LLM agents with versatile tool APIs
- A Survey on Large Language Model based Autonomous Agents
- The Rise and Potential of Large Language Model Based Agents: A Survey
- Awesome-Papers-Autonomous-Agent - A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.
- LLM-Agents-Papers - A repo lists papers related to LLM based agent
- LLM-Agent-Paper-Digest - papers related to LLM-agent that published on top conferences
- awesome-language-agents - List of language agents based on paper "Cognitive Architectures for Language Agents"
- LLMAgentPapers - Must-read Papers on LLM Agents.
- LLM Powered Autonomous Agents - Amazing blog by Lilian Weng (OpenAI), Jun 23, 2023.
- 从第一性原理看大模型Agent技术
- 基于大语言模型的AI Agents
- awesome-llm-powered-agent - Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...
- awesome-agents - 🤖 Awesome list of AI Agents
- awesome-ai-agents - A list of AI autonomous agents
- awesome-ai-agents - Awesome list of 100+ agentic AI resources
- Best-AI-Agents - A list of top AI agents
- ai-agent-roadmap - Explore the latest AI Agent Framework!
- Inspired projects by babyagi
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