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OpenAgents

AI developer platforms

OpenAgents is an open platform for using and hosting language agents in real-world environments, developed by the xlang-ai team and published at COLM 2024. It aims to address issues such as existing language agent frameworks mostly remaining at proof-of-concept, being difficult for non-expert users to access, and insufficient application-layer design. The platform currently implements three agents: Data Agent (data analysis based on Python/SQL and data analysis tools), Plugins Agent (integrating 200+ everyday plugins), and Web Agent (autonomous web browsing via a Chrome extension). OpenAgents provides a Web UI optimized for fast responses and common failures, making it convenient for ordinary users to interact with agents; it also supports local deployment by developers and researchers, offering an extensible code structure (one folder per agent), making it easy to build new language agents and conduct real-world evaluation. The platform emphasizes open code and supports local deployment, and users can get help via Discord or GitHub Issues.

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