Awesome

🤖 Awesome Agents

Awesome Agents is a curated list of open source AI agents.

Awesome Agents

Frameworks

llama-agentic-system: Agentic components of the Llama Stack APIs
Transformers Agents: Provides a natural language API on top of transformers
LlamaIndex: provides a central interface to connect your LLM's with external data.
LangChain: the original 🐍
Botpress: The building blocks for building chatbots
Haystack: NLP framework to interact with your data using Transformer models and LLMs
Semantic Kernel: Microsoft C# SDK to integrate cutting-edge LLM technology quickly and easily into your apps
Agent-LLM: An Artificial Intelligence Automation Platform.
LLM Agents: Build agents which are controlled by LLMs
e2b: Open-source platform for building & deploying virtual developers’ agents
Dust: Design and Deploy Large Language Model Apps
MetaGPT: The Multi-Agent Meta Programming Framework: Given one line Requirement, return PRD, Design, Tasks, Repo and CI
AgentFlow: About Complex LLM Workflows from Simple JSON.
Lagent: A lightweight framework for building LLM-based agents
Autogen: Enable Next-Gen Large Language Model Applications.
AgentVerse Provides a flexible framework that simplifies the process of building custom multi-agent environments for LLMs
Maestro: A framework for Claude Opus to intelligently orchestrate subagents.
AgentScope: Start building LLM-empowered multi-agent applications in an easier way.
CrewAI: Cutting-edge framework for orchestrating role-playing, autonomous AI agents.
Swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration by OpenAI.
agency-swarm: Reliable agent framework built on top of the latest OpenAI Assistants API.

Testing and Evaluation

Voice Lab: A comprehensive testing and evaluation framework for voice agents across language models, prompts, and agent personas.

Software Development

MegaGPT: The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
OpenHands: 🙌 OpenHands: Code Less, Make More. (formerly OpenDevin), a platform for software development agents powered by AI
GPT Pilot: GPT Pilot is the core technology for the Pythagora VS Code extension that aims to provide the first real AI developer companion.
Aider: aider is AI pair programming in your terminal
Devika: Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective
RepoAgent: An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly
DSPy: The framework for programming—not prompting—foundation models
ThinkGPT: Agent techniques to augment your LLM and push it beyond its limits
PyCodeAGI: A small AGI experiment to generate a Python app given what app the user wants to build
SuperAGI: SuperAGI - A dev-first open source autonomous AI agent framework
Plandex: An AI coding engine for complex tasks
Codel: ✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.
DB GPT: Interact your data and environment using the local GPT, no data leaks, 100% privately, 100% security
Agency: 🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach
TaskWeaver: A code-first agent framework for seamlessly planning and executing data analytics tasks.
MicroAgent: Agents Capable of Self-Editing Their Prompts / Python Code
SWE Agent: SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice.
AgentRun: The easiest, and fastest way to run AI-generated Python code safely
Claude Engineer: Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks.
Vision agent: Vision Agent is a library that helps you utilize agent frameworks to generate code to solve your vision task.
Nous: TypeScript AI agent platform with Autonomous agents, Software developer agents, AI code review agents and more.

Research

GPT Researcher: GPT Researcher is an autonomous agent designed for comprehensive online research on a variety of tasks.
BlockAGI: BlockAGI conducts iterative, domain-specific research, and outputs detailed narrative reports to showcase its findings
data-to-paper: data-to-paper: AI-driven research from data to human-verifiable research papers
AI Scientist: The AI Scientist: Towards Fully Automated Open-Ended Scientific
Storm: An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Conversational / General Agents

CollosalAI Chat: implement LLM with RLHF, powered by the Colossal-AI project
RasaGPT: RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain.
SuperAgent: Deploy LLM Agents to production
BabyAGI UI: Make it easier to run and develop with babyagi in a web app, like a ChatGPT
ix: Autonomous GPT-4 agent platform
DuetGPT: A conversational semi-autonomous developer assistant, AI pair programming without the copypasta.
Multi-Modal LangChain agents in Production: Deploy LangChain Agents and connect them to Telegram
Autonomous HR Chatbot: An autonomous agent that can answer HR related queries autonomously using the tools it has on hand
LLama Cpp Agent: The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models
Memgpt: Create LLM agents with long-term memory and custom tools 📚🦙

Game / Simulation

Camel-AutoGPT: role-playing approach for LLMs and auto-agents like BabyAGI & AutoGPT
SkyAGI: Emerging human-behavior simulation capability in LLM agents
Voyager: An Open-Ended Embodied Agent with Large Language Models

Knowledge Management

Private GPT: Interact privately with your documents using the power of GPT, 100% privately, no data leaks
Local GPT: Inspired on Private GPT with the GPT4ALL model replaced with the Vicuna-7B model and using the InstructorEmbeddings instead of LlamaEmbeddings
LLocalSearch: LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.
Second Brain AI Agent: A streamlit app to dialog with your second brain notes using OpenAI and ChromaDB locally.

Automation

DemoGPT: DemoGPT enables you to create quick demos by just using prompt. It applies ToT approach on Langchain documentation tree.
RestGPT: An LLM-based autonomous agent controlling real-world applications via RESTful APIs
XAgent: An Autonomous LLM Agent for Complex Task Solving
LLM Agents: Build agents which are controlled by LLMs
uAgents: A fast and lightweight framework for creating decentralized agents with ease.
Maestro: A framework for Claude Opus to intelligently orchestrate subagents.
llama-agents: llama-agents is an async-first framework for building, iterating, and productionizing multi-agent systems, including multi-agent communication, distributed tool execution, human-in-the-loop, and more
Phidata: Build AI Assistants with memory, knowledge and tools.
AgentK: An autoagentic AGI that is self-evolving and modular.
ADAS: Automated Design of Agentic Systems