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Current language agent frameworks aim to facilitate the construction of proof-of-concept language agents while neglecting the non-expert user access to agents and paying little attention to application-level designs.
We built OpenAgents, an open platform for using and hosting language agents in the wild of everyday life.
We have now implemented three agents in OpenAgents, and we host them on demo for free use!
1. Data Agent for data analysis with Python/SQL and data tools;
2. Plugins Agent with 200+ daily tools;
3. Web Agent for autonomous web browsing.
OpenAgents can analyze data, call plugins, control your browser as ChatGPT Plus, but with OPEN Code for
1. Easy deployment
2. Full stack
3. Chat Web UI
4. Agent methods
5. …
OpenAgents enables general users to interact with agent functionalities through a web UI optimized for swift responses and common failures, while offering developers and researchers a seamless deployment experience on local setups, providing a foundation for crafting innovative language agents and facilitating real-world evaluations.
We elucidate both the challenges and promising opportunities, aspiring to set a foundation for future research and development of real-world language agents.
We welcome contributions from everyone. Before you start, please take a moment to read our CONTRIBUTING.md guidelines for issues and PRs. This will help ensure that your contribution process is smooth and consistent with the project’s standards.
🔫 Trouble Shooting
Join our Discord for help if you encounter any issues with our online demo or local deployment. Alternatively, create an issue if you have trouble with features or code.
🔥 News
- **[2023, Oct 26]** We've reached 3,000 users! 🚀 Heartfelt thanks to all our users and contributors! 🙏 Please bear with us as we navigate through unexpectedly high traffic on our servers. We appreciate your patience and ready to assist as soon as possible!
- **[2023, Oct 18]** Try out our Lemur, the SOTA and open-sourced foundation models for language agents, matching ChatGPT on 15 agent tasks!
- **[2023, Oct 17]** Check out the OpenAgents paper here!
- **[2023, Oct 13]** We've released OpenAgents platform code for all three agents, server backend and frontend! Feel free to setup your localhost one, and play with OpenAgents!
- **[2023, Aug 17]** Our platform has officially reached 500 users! 🚀
- **[2023, Aug 8]** We've released OpenAgents demos, including Data, Plugins, and Web agents! Check tutorials and use cases!
🥑 OpenAgents
We built three real-world agents with chat-based web UI as demonstration(check OpenAgents demos). Here is a brief overview of our OpenAgents platform. You can find more details about concepts & designs in our documentation.
Data Agent
Data Agent is a comprehensive toolkit designed for efficient data operations. It provides capabilities to:
- 🔍 **Search**: Quickly locate the data you need.
- 🛠️ **Handle**: Streamline data acquisition and processing.
- 🔄 **Manipulate**: Modify data to suit specific requirements.
- 📊 **Visualize**: Represent data in a clear and insightful manner.
With its proficiency in writing and executing code, Data Agent simplifies a wide range of data-centric tasks. Discover its potential through various use cases.
Click to see more use case screenshots
Plugins Agent
Plugins Agent seamlessly integrates with over 200 third-party plugins, each handpicked to enrich various facets of your daily life. With these plugins at its disposal, the agent empowers you to tackle a wide range of tasks and activities more efficiently.
🔌 **Sample Plugins Include**:
- 🛍️ **Shopping**: Klarna Shopping
- ☁️ **Weather**: XWeather
- 🔬 **Scientific Exploration**: Wolfram Alpha
Combined Plugin Usage
Harness the power of synergy! Plugins Agent supports the concurrent use of multiple plugins. Planning a trip? Seamlessly integrate functionalities from Klook, Currency converter, and WeatherViz.