This repository is a curated list of open-source AI agents, providing a comprehensive resource for developers and researchers interested in building and deploying autonomous AI systems. It categorizes various frameworks, tools, and projects that facilitate the creation of intelligent agents for diverse applications, from software development and research to conversational AI and automation.

How It Works

The list is organized by agent type and application domain, showcasing a wide array of frameworks and libraries. These include foundational tools like LangChain and LlamaIndex for connecting LLMs with data, specialized frameworks for multi-agent systems (e.g., AutoGen, CrewAI, AgentVerse), and agents designed for specific tasks such as software development (e.g., MetaGPT, GPT Pilot, Aider) and research (e.g., GPT Researcher, Storm). The collection highlights approaches ranging from role-playing and task orchestration to autonomous code generation and private data interaction.

Highlighted Details

• Extensive categorization of AI agent frameworks and software development agents.
• Includes agents for multi-agent systems, conversational AI, research, and automation.
• Features projects focused on specific tasks like code generation, data analysis, and private data interaction.
• Showcases frameworks for orchestrating complex LLM workflows and multi-agent communication.

Maintenance & Community

This is an "awesome list" repository, primarily curated by the community. It serves as a directory rather than an actively maintained project with a dedicated development team.

Licensing & Compatibility

The licensing varies by the individual projects listed within the repository. Users must consult the specific license of each linked project for usage and compatibility details.

Limitations & Caveats

As a curated list, this repository does not provide direct functionality or support. Users must evaluate and integrate individual projects independently. The rapid evolution of the AI agent landscape means the list may require frequent updates to remain comprehensive.