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agentUniverse

Overview

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 build 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 several 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:

  • 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.

  • 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...

Metadata

Release files for agentUniverse 0.0.19.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for agentUniverse 0.0.19.1
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agentuniverse-0.0.19.1.tar.gz 315.0 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for agentUniverse 0.0.19.1
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agentuniverse-0.0.19.1-py3-none-any.whl Python 3 none any Details

Total release size: 902.0 kB

Release files / agentuniverse-0.0.19.1.tar.gz

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