This repository is an "Awesome List" curating over 300 resources related to AI agents, targeting developers, researchers, and power users interested in the rapidly evolving field of agentic AI. It provides a categorized and comprehensive overview of frameworks, tools, models, and concepts that enable autonomous AI systems, aiming to serve as a central hub for staying updated and exploring the landscape.

How It Works

The list categorizes AI agent resources into functional areas such as development frameworks, AI agents themselves, evaluation frameworks, model providers, and specialized tools like those for voice or structured outputs. It highlights projects that enable autonomous task execution, multi-agent collaboration, and the integration of LLMs into complex workflows, often referencing specific technologies like LangChain, AutoGen, and various LLM providers.

Quick Start & Requirements

• Installation: Primarily involves cloning the repository and exploring the linked projects. Individual projects have their own installation requirements, often including Python, specific libraries (e.g., LangChain, AutoGen), and potentially API keys for LLM services.
• Prerequisites: Vary widely by project, but common dependencies include Python 3.8+, Docker, and access to LLM APIs (OpenAI, Anthropic, etc.). Some projects may require specific hardware (e.g., GPUs) or cloud services.
• Resources: Links to GitHub repositories, demos, documentation, and websites are provided for each listed resource, allowing users to dive into specific projects.

Highlighted Details

• Comprehensive coverage of AI agent development frameworks (e.g., LangChain, AutoGen, CrewAI).
• Inclusion of autonomous AI agents and software engineering agents (e.g., AutoGPT, Devin, OpenDevin).
• Resources for evaluation, standardization (Agent Protocol), and observability (Langfuse, Helicone).
• Coverage of specialized areas like voice providers, local inference tools, and safety guardrails.

Maintenance & Community

The list is curated by Slava Kurilyak, who also founded Produvia, a company developing custom AI agentic solutions. The repository encourages community contributions through suggestions and direct pull requests. Links to Twitter and LinkedIn are provided for the curator.

Licensing & Compatibility

The "Awesome List" itself is typically licensed under permissive terms (e.g., MIT), but the individual projects listed have their own licenses, which vary widely. Users must consult the specific license for each project they intend to use, especially for commercial applications.

Limitations & Caveats

As a curated list, its comprehensiveness is dependent on community contributions and the curator's ongoing efforts. The rapid pace of AI agent development means the list may not always reflect the absolute latest projects or updates immediately. Users must independently verify the status and suitability of each listed resource.