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An open platform for using and hosting language agents in the wild

FreeFree tier
Type
Open Source
Visit Website GitHub (40 stars)

About Paper

OpenAgents is an open platform for using and hosting language agents in everyday scenarios. Built on large language models (LLMs), it provides three distinct agents: a Data Agent for Python/SQL-based data analysis, a Plugins Agent with access to over 200 daily API tools, and a Web Agent for autonomous web browsing. The platform features a web user interface optimized for quick responses and common failure handling, making it accessible to non-expert users, while also offering a local deployment option for developers and researchers. OpenAgents aims to bridge the gap between proof-of-concept agent frameworks and real-world applications by emphasizing application-level design and user accessibility.

Key Features

Includes three specialized agents: Data Agent, Plugins Agent, and Web Agent
Data Agent enables data analysis using Python/SQL and data tools
Plugins Agent integrates over 200 daily API tools
Web Agent supports autonomous web browsing
Web user interface optimized for swift responses and common failure handling
Seamless local deployment for developers and researchers
Open source and free to use

Pros & Cons

Pros
  • Open source platform with no cost
  • Three specialized agents cover data, API, and web tasks
  • Web UI makes it accessible to non-expert users
  • Supports local deployment for customization and research
  • Optimized for common failure scenarios
Cons
  • As a research project, may still be experimental and not fully production-ready
  • Requires familiarity with LLMs and local setup for advanced use
  • Performance dependent on underlying LLM capabilities

Best For

Automating data analysis tasks with natural language queriesIntegrating diverse API tools for daily workflow automationAutonomous web browsing and information retrievalRapid prototyping of language agent applicationsEnabling non-expert users to interact with LLM-powered agents

FAQ

What is OpenAgents?
OpenAgents is an open platform for using and hosting language agents in everyday life, built upon large language models (LLMs). It includes three agents: Data Agent, Plugins Agent, and Web Agent.
Is OpenAgents free to use?
Yes, OpenAgents is open source and free to use. There are no fees for using the platform.
What can the Data Agent do?
The Data Agent allows users to perform data analysis using Python/SQL and various data tools.
How many API tools does the Plugins Agent support?
The Plugins Agent supports over 200 daily API tools.
Can I run OpenAgents locally?
Yes, OpenAgents offers a seamless local deployment experience for developers and researchers.