AutoGen

AutoGen is an open-source framework developed by Microsoft for creating multi-agent conversation systems where multiple AI agents work together to solve complex tasks. It enables developers to build applications that leverage the collaborative capabilities of large language models (LLMs) and other AI tools. Core capabilities include flexible agent orchestration, human-in-the-loop integration, support for various LLMs, and task decomposition among agents. The framework allows for both fully autonomous and human-assisted workflows. AutoGen is ideal for developers and researchers seeking to build sophisticated AI applications that require multi-step reasoning, such as automated code generation, data analysis, and decision support. It fits teams that want to experiment with agent-based architectures without being locked into a proprietary platform, leveraging the benefits of open-source customization and community contributions.