AutoGen streamlines AI development and research, enabling the use of multiple large language models (LLMs), integrated tools, and advanced multi-agent design patterns.
You can develop and test your agent systems locally, then seamlessly deploy to a distributed cloud environment as your needs grow.
:fire: **September 18, 2024**: AutoGen 0.5 is a new architecture for AutoGen! This new version is in preview release and being developed in the open over the next several weeks as we refine the documentation, samples, and work with our users on evolving this new version. 🚀
- This redesign features full .NET and Python libraries, with more languages to come. Agents may be written in different languages and interoperate with one another over a common messaging protocol using the CloudEvents standard.
- **Asynchronous Messaging**: Agents communicate via asynchronous messages, supporting both event-driven and request/response interaction patterns.
- **Scalable & Distributed**: Design complex, distributed agent networks that can operate across organizational boundaries.
- **Modular & Extensible**: Customize your system with pluggable components, including custom agents, memory services, tool registries, and model libraries.
- **Cross-Language Support**: Interoperate agents across different programming languages. Currently supports Python and .NET, with more languages coming soon.
- **Observability & Debugging**: Built-in tools for tracking, tracing, and debugging agent interactions and workflows.
- [AutoGen 0.2] - This is the current stable release of AutoGen. We will continue to accept bug fixes and minor enhancements to this version.
- [AutoGen 0.5] - This is the first release of the new event-driven architecture. This release is still in preview. We will be focusing on stability of the interfaces, documentation, tutorials, samples, and a collection of base agents from which you can inherit. We are also working on compatibility interfaces for those familiar with prior versions of AutoGen.
- [future] - We are excited to work with our community to define the future of AutoGen. We are looking for feedback and contributions to help shape the future of this project.Here are some major planned items:
- [ ] Add support for more languages
- [ ] Add support for more base agents and patterns
- [ ] Add compatibility with Bot Framework Activity Protocol
AutoGen 0.5 is a rewrite of AutoGen from the ground up to create a more robust, scalable, easier to use, cross-language library for building AI Agents.
We listened to our AutoGen users, learned from what was working, and adapted to fix what wasn't. We brought together wide ranging teams working on many different types of AI Agents and collaborated to design an improved framework with a more flexible programming model and better scalability.
We are still working on improving the documentation, samples, and enhancing the code. We will prepare a release announcement when these things are completed in the next few weeks.
The rearchitecture of AutoGen came from multiple Microsoft teams coming together to build the next generation of AI agent framework - merging ideas from several predecessor projects.
The team decided to bring this work to OSS as an evolution of AutoGen in September 2024.
Prior to that, AutoGen has been developed and maintained by [a community of contributors](CONTRIBUTORS.md).
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