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agentUniverse is a framework for developing applications powered by multi-agent base on large language model. It provides all the essential components for building a single agent, and a multi-agent collaboration mechanism which serves as a pattern factory that allowing developers to buid and customize multi-agent collaboration patterns. With this framework, developers can easily construct multi-agent applications, and share the pattern practices from different technical and business fields.
The framework will come with serveral pre-install multi-agent collaboration patterns which have been proven effective in real business scenarios, and will continue to be enriched in the future. Patterns that are currently about to be released include:
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PEER pattern： This pattern utilizes four distinct agent roles: Plan, Execute, Express, and Review, to achieve a multi-step breakdown and sequential execution of a complex task. It also performs autonomous iteration based on evaluative feedback which enhancing performance in reasoning and analytical tasks.
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DOE pattern： This pattern consists of three agents: Data-fining agent, which is designed to solve data-intensive and high-computational-precision task; Opinion-inject agent, which combines the data results from first agent and the expert opinions which are pre-collected and structured; the third agent, Express agent generates the final result base on given document type and language style.
More patterns are coming soon...
Using pip:
pip install agentUniverseWe will show you how to:
- Prepare the environment and application project
- Build a simple agent
- Use pattern components to complete multi-agent collaboration
- Test and optimize the performance of the agent
- Quickly serve the agent For details, please read Quick Start.
For more detailed information, please refer to the Guidebook.
- github: https://github.com/alipay/agentUniverse
- gitee: https://gitee.com/agentUniverse/agentUniverse
- gitcode: https://gitcode.com/agentUniverse
- Stack Overflow: https://stackoverflowteams.com/c/agentuniverse/questions
- Discord: https://discord.gg/VfhEvJzQ
- WeChat Official Account: agentUniverse智多星
- DingTalk Group:
