Build with AG2 (formally AutoGen)
Sample code and application showcases to get you going with AG2
:notebook_with_decorative_cover: Cookbook
Looking for a way to create group chats, sequential chats, nested chats, RAG agents, etc., check out these cookbooks that will get you started.
Cookbooks
:stars: Samples
Need some inspiration or interested in what AutoGen can do? Check out applications that use AG2.
- AutoGen Studio - low-code toolkit for building AI agents and prototype AG2 workflows.
- AutoAnny - Discord bot built using AG2 to help with AutoGen's Discord server.
- CAP - Extends AG2 to allows Agents to communicate via a message bus. A message based, actor platform that allows actors to be composed into arbitrary graphs.
- Promptflow - Comprehensive suite of tools that simplifies the development, testing, evaluation, and deployment of LLM based AI applications.
- FastAPI - Using websockets with FastAPI and AG2.
:wrench: Tools
- AutoGen Bench - A tool for repeatedly running a set of pre-defined AG2 tasks in a setting with tightly-controlled initial conditions.
- Fine-tuning - Tools to fine-tune local models.
- WebArena Benchmark - Running AG2 agents on WebArena.
:city_sunset: Gallery
Demonstrations, code, and videos of applications built with AG2.
Gallery
Contributing
Created something with AG2? We'd 💙 to share it with the community, please create a PR here or contact us at auto-gen@outlook.com.