ai-agent-roadmap
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Yuan-ManX
Yuan-ManX
Explore the latest AI Agent Framework!
AI Agent Roadmap
Explore the latest AI Agent Framework! π
| Source | Description | Code | Paper |
|---|---|---|---|
| Adala | Adala is an Autonomous DAta (Labeling) Agent framework. | GitHub | |
| Agency | A fast and minimal framework for building agent-integrated systems. | GitHub | |
| AgentBoard | An Analytical Evaluation Board of Multi-turn LLM Agents. | GitHub | |
| AgentKit | AgentKit: Flow Engineering with Graphs, not Coding. | GitHub | |
| AgentKit | AgentKit: rapidly build high quality Agent apps. | GitHub | |
| AgentLabs | Open-Source Universal AI Agent Frontend. | GitHub | |
| Agent Protocol | Open interface for AI agent communication. | GitHub | |
| Agents | An Open-source Framework for Autonomous Language Agents. | GitHub | arXiv |
| AgentScope | Start building LLM-empowered multi-agent applications in an easier way. | GitHub | |
| Agentsflow | Drag & drop UI to build and run a flow of autogen AI agents. | GitHub | |
| AgentVerse | AgentVerse is designed to facilitate the deployment of multiple LLM-based agents in various applications. | GitHub | arXiv |
| AIOS | LLM Agent Operating System. | GitHub | |
| AutoAgents | A Framework for Automatic Agent Generation. | GitHub | arXiv |
| AutoGen | AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks. | GitHub | arXiv |
| AutoGPT | Build & Use AI Agents. | GitHub | |
| Byzer-Agent | Easy, fast, and distributed agent framework for everyone. | GitHub | |
| CAMEL | Communicative Agents for βMindβ Exploration of Large Scale Language Model Society. | GitHub | arXiv |
| Character-LLM | A Trainable Agent for Role-Playing. | GitHub | arXiv |
| ChatDev | Communicative Agents for Software Development. | GitHub | |
| CogAgent | A Visual Language Model for GUI Agents. | GitHub | arXiv |
| crewAI | Framework for orchestrating role-playing, autonomous AI agents. | GitHub | |
| DB-GPT | DB-GPT is an open-source framework designed for the realm of large language models (LLMs) within the database field. | GitHub | arXiv |
| Dify | Dify is an open-source LLM app building platform. | GitHub | |
| Digital Life Project | Autonomous 3D Characters with Social Intelligence. | arXiv | |
| DSPy | DSPy is the framework for solving advanced tasks with language models (LMs) and retrieval models (RMs). | GitHub | arXiv |
| E2B | Cloud Runtime for AI Agents. | GitHub | |
| fabric | fabric is an open-source framework for augmenting humans using AI. | GitHub | |
| FastGPT | FastGPT is a knowledge-based platform built on the LLM. | GitHub | |
| fastRAG | Efficient Retrieval Augmentation and Generation Framework. | GitHub | |
| Fine | Automate software development with AI Agents. | GitHub | |
| Flowise | Build LLM Apps Easily. | GitHub | |
| KwaiAgents | A generalized information-seeking agent system with Large Language Models (LLMs). | GitHub | arXiv |
| Lagent | A lightweight framework for building LLM-based agents. | GitHub | |
| LangChain | Get your LLM application from prototype to production. | GitHub | |
| Langflow | Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows. | GitHub | |
| LangGraph | Building language agents as graphs. | GitHub | |
| Langroid | Multi-Agent Framework. | GitHub | |
| Lepton AI | A Pythonic framework to simplify AI service building. | GitHub | |
| LlamaIndex | LlamaIndex is a simple, flexible data framework for connecting custom data sources to large language models. | GitHub | |
| LLMStack | Open-source platform to build AI Agents, workflows and applications with your data. | GitHub | |
| Marvin | The AI Engineering Framework. | GitHub | |
| MetaGPT | The Multi-Agent Framework. | GitHub | |
| Mobile-Agent | Autonomous Multi-Modal Mobile Device Agent with Visual Perception. | GitHub | arXiv |
| Multi-LLM Agent | Ξ±-UMi: Small LLMs Are Weak Tool Learners. | GitHub | arXiv |
| OpenAgents | An Open Platform for Language Agents in the Wild. | GitHub | arXiv |
| OpenGPTs | A framework for creating agent runtimes. | GitHub | |
| OpenPaL | Building Open-Ended Embodied Agent via Language-Policy Bidirectional Adaptation. | GitHub | arXiv |
| Phidata | Build AI Assistants using function calling. | GitHub | |
| PR-Agent | An AI-Powered π€ Tool for Automated Pull Request Analysis, Feedback, Suggestions and More! | GitHub | |
| ProAgent | From Robotic Process Automation to Agentic Process Automation. | GitHub | arXiv |
| Qwen-Agent | Qwen-Agent is a framework for developing LLM applications based on the instruction following, tool usage, planning, and memory capabilities of Qwen. | GitHub | |
| Ragas | Ragas is a framework that helps you evaluate your Retrieval Augmented Generation (RAG) pipelines. | GitHub | |
| ReWOO | Decoupling Reasoning from Observations for Efficient Augmented Language Models. | GitHub | |
| Search with Lepton | Building a quick conversation-based search demo with Lepton AI. | GitHub | |
| Superagent | The open framework for building AI Assistants. | GitHub | |
| SuperAGI | SuperAGI - A dev-first open source autonomous AI agent framework. | GitHub | |
| SWE-agent | Agent Computer Interfaces Enable Software Engineering Language Models. | GitHub | |
| TaskingAI | The open source platform for AI-native application development. | GitHub | |
| TaskWeaver | A Code-First Agent Framework. | GitHub | arXiv |
| UFO | A UI-Focused Agent for Windows OS Interaction. | GitHub | |
| Vanna | Vanna helps you generate and run accurate SQL for your database using LLMs via Retrieval-Augmented Generation. | GitHub | |
| XAgent | An Autonomous Agent for Complex Task Solving. | GitHub | |
| X-Force IDE | X-Force IDE is a low-code, agent-as-a-service UI framework. | GitHub |
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