| title | description |
|---|---|
AutoGen |
AutoGen is an open-source framework for creating multi-agent systems with LLMs, enabling AI agents to interact with humans and tools. It's modular and ideal for automating complex workflows efficiently. |
AutoGen is an advanced open-source framework developed by Chi Wang designed to simplify the creation of multi-agent systems powered by large language models (LLMs). The platform allows developers to build conversational AI agents that can interact with each other, humans, and various tools in a coordinated manner. AutoGen is highly modular and supports a wide range of applications, making it an essential tool for developers looking to implement complex, automated workflows with minimal manual intervention.
| General | |
|---|---|
| Author | Chi Wang |
| Release Date | September 2023 |
| Website | https://microsoft.github.io/autogen/ |
| Repository | https://github.com/microsoft/autogen |
| Documentation | https://microsoft.github.io/autogen/docs/Getting-Started |
| Discord | https://discord.com/invite/pAbnFJrkgZ |
| Technology Type | AI/ML Framework |
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Multi-Agent Framework: Facilitates the design of agents with specialized roles, enabling them to communicate and collaborate efficiently.
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Enhanced LLM Inference: Provides advanced APIs for improving LLM performance, reducing inference costs.
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Customizable Workflows: Supports complex, dynamic workflows by allowing agents to interact through conversational patterns, enabling seamless automation.
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Tool Integration: Agents can be configured to use external tools, adding flexibility and enhancing their problem-solving capabilities.
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Human-in-the-Loop: Integrates human feedback into the workflow, allowing for oversight and intervention when necessary.
AutoGen simplifies the development of complex AI applications by providing a robust framework for creating multi-agent systems. With its modular design, developers can quickly build and customize AI workflows that combine LLMs, human intelligence, and various tools to tackle intricate tasks. Whether you are looking to automate customer support, enhance software development processes, or optimize supply chains, AutoGen offers the flexibility and power needed to create sophisticated AI-driven solutions. Explore the community-built use cases and applications to see the full potential of what AutoGen can do.
👉 Examples