Awesome-Agent-Framework

A curated list of popular and influential Agent frameworks. Join our community through AgentSpace Assistant for discussions. For framework submissions, contact: agentspaceai@gmail.com

This project is continuously being updated. Stay tuned for more updates!

AgentSpace精选主流Agent开发框架集合，欢迎通过AgentSpace助手交流讨论。框架收录请联系：agentspaceai@gmail.com。

项目持续更新中，敬请持续关注！

Framework	Link
Agents 2.0: Symbolic Learning Enables Self-Evolving Agents	aiwaves-cn/agents: An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents (github.com)
AgentVerse	OpenBMB/AgentVerse: 🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation (github.com)
AgentForge	DataBassGit/AgentForge: Extensible AGI Framework (github.com)
Upsonic	Upsonic/Upsonic: Task oriented AI agent framework for digital workers and vertical AI agents (github.com)
Qwen-Agent	QwenLM/Qwen-Agent: Agent framework and applications built upon Qwen>=2.0, featuring Function Calling, Code Interpreter, RAG, and Chrome extension. (github.com)
CrewAI	crewAIInc/crewAI: Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. (github.com)
PydanticAI	pydantic/pydantic-ai: Agent Framework / shim to use Pydantic with LLMs (github.com)
SuperAGI	TransformerOptimus/SuperAGI: <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably. (github.com)
Lagent	InternLM/lagent: A lightweight framework for building LLM-based agents (github.com)
AgentOps	AgentOps-AI/agentops: Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Langchain, Autogen, AG2, and CamelAI (github.com)
PromptWizard	microsoft/PromptWizard: Task-Aware Agent-driven Prompt Optimization Framework (github.com)
AutoGen	microsoft/autogen: A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour (github.com)
TEN	TEN-framework/ten_framework: TEN, a voice agent framework to create conversational AI. (github.com)
LLMStack	trypromptly/LLMStack: No-code multi-agent framework to build LLM Agents, workflows and applications with your data (github.com)
Agent S	simular-ai/Agent-S: Agent S: an open agentic framework that uses computers like a human (github.com)
TaskWeaver	microsoft/TaskWeaver: A code-first agent framework for seamlessly planning and executing data analytics tasks. (github.com)
RagaAI Catalyst	raga-ai-hub/RagaAI-Catalyst: Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view (github.com)
Adala	HumanSignal/Adala: Adala: Autonomous DAta (Labeling) Agent framework (github.com)
CEO-Agentic AI framework	vortezwohl/CEO-Agentic-AI-Framework: An ultra-lightweight agentic AI framework based on the ReAct paradigm. (github.com)
Agency Swarm	VRSEN/agency-swarm: The only reliable agent framework built on top of the latest OpenAI Assistants API. (github.com)
Pippin	pippinlovesyou/pippin: The Digital Being Framework for Autonomous Agents (github.com)
Agently	AI Agent Application Development Framework] - 🚀 Build AI agent native application in very few code 💬 Easy to interact with AI agent in code using structure data and chained-calls syntax 🧩 Enhance AI Agent using plugins instead of rebuild a whole new agent (github.com)
AI Agents Framework	microsoft/project-oagents: Experimental AI Agents Framework (github.com)
LangGraph.js	langchain-ai/langgraphjs: Framework to build resilient language agents as graphs. (github.com)
AgentLab	ServiceNow/AgentLab: AgentLab: An open-source framework for developing, testing, and benchmarking web agents on diverse tasks, designed for scalability and reproducibility. (github.com)
ASTRA AI FRAMEWORK	norris61w/astra_ai_framework: AstraAI Framework streamlines on-chain operations with three integrated components: gateways, validators and AI agents (github.com)
Bee Agent Framework Starter	i-am-bee/bee-agent-framework-starter: Template to quickly start working with Bee Agent Framework. (github.com)
IntentKit	crestalnetwork/intentkit: An open and fair framework for everyone to build AI agents equipped with powerful skills. Launch your agent, improve the world, your wallet, or both! (github.com)
Parlant	emcie-co/parlant: The heavy-duty guidance framework for customer-facing LLM agents (github.com)
Director	video-db/Director: AI video agents framework for next-gen video interactions and workflows. (github.com)
Griptape	griptape-ai/griptape: Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory. (github.com)
smolagents	huggingface/smolagents: 🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents. (github.com)
Agent4Rec	SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation" (github.com)
AgentGPT	reworkd/AgentGPT: 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser. (github.com)
Agent Pilot	jbexta/AgentPilot: A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows. (github.com)
mcp-agent	lastmile-ai/mcp-agent: Build effective agents using Model Context Protocol and simple workflow patterns (github.com)
Agent Zero	frdel/agent-zero: Agent Zero AI framework (github.com)
MetaGPT: The Multi-Agent Framework	geekan/MetaGPT: 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming (github.com)
Agno	agno-agi/agno: Agno is a lightweight framework for building multi-modal Agents (github.com)
LlamaIndex	run-llama/llama_index: LlamaIndex is the leading framework for building LLM-powered agents over your data. (github.com)
Botshap	https://github.com/SciSharp/BotSharp
ModelScope-Agent	modelscope/modelscope-agent: ModelScope-Agent: An agent framework connecting models in ModelScope with the world (github.com)
Python MARL framework	oxwhirl/pymarl: Python Multi-Agent Reinforcement Learning framework (github.com)
Multi-Agent Orchestrator	awslabs/multi-agent-orchestrator: Flexible and powerful framework for managing multiple AI agents and handling complex conversations (github.com)
uAgents: AI Agent Framework	fetchai/uAgents: A fast and lightweight framework for creating decentralized agents with ease. (github.com)
agentUniverse	antgroup/agentUniverse: agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications. (github.com)
LaVague	antgroup/agentUniverse: agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications. (github.com)
Swarm	openai/swarm: Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team. (github.com)
LlamaDeploy	run-llama/llama_deploy: Deploy your agentic worfklows to production (github.com)
CAMEL	camel-ai/camel: 🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org (github.com)
muAgent	codefuse-ai/CodeFuse-muAgent: An Innovative Agent Framework Driven by KG Engine (github.com)
AgentKit	Holmeswww/AgentKit: An intuitive LLM prompting framework for multifunctional agents, by explicitly constructing a complex "thought process" from simple natural language prompts. (github.com)
Swarms	kyegomez/swarms: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.gg/jM3Z6M9uMq (github.com)
MindSearch	InternLM/MindSearch: 🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT) (github.com)
Praison AI	MervinPraison/PraisonAI: PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration. (github.com)
motleycrew	ShoggothAI/motleycrew: Flexible and powerful multi-agent AI framework (github.com)
Bee Agent Framework	i-am-bee/bee-agent-framework: Framework for building scalable agentic applications. (github.com)
OWL	camel-ai/owl: 🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation (github.com)
LangGraph	langchain-ai/langgraph: Build resilient language agents as graphs. (github.com)
smolagents	huggingface/smolagents: 🤗 smolagents: a barebones library for agents that think in python code. (github.com)

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