openai-gradio  by gradio-app

SDK for rapid OpenAI-powered Gradio app creation

created 9 months ago
315 stars

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Project Summary

This package simplifies the creation of machine learning applications powered by OpenAI's API, targeting developers who want to quickly build interactive AI chat interfaces. It leverages Gradio to provide a seamless integration with various OpenAI models, including real-time voice chat capabilities.

How It Works

The library acts as a bridge between Gradio's UI components and OpenAI's chat API. It defines a registry function that takes an OpenAI model name and returns a pre-configured Gradio application. This approach abstracts away the complexities of direct API calls and Gradio interface setup, allowing users to load and launch OpenAI models with minimal code. For voice chat, it integrates with WebRTC and requires Twilio credentials for enhanced connectivity.

Quick Start & Requirements

  • Install via pip: pip install openai-gradio
  • Requires OpenAI API key (OPENAI_API_KEY environment variable).
  • For voice chat: Twilio credentials (TWILIO_ACCOUNT_SID, TWILIO_AUTH_TOKEN environment variables) are recommended for optimal WebRTC connectivity.

Highlighted Details

  • Supports all OpenAI chat API models.
  • Enables real-time voice chat using WebRTC.
  • Allows customization of Gradio interfaces (title, description, examples).
  • Facilitates composition of multiple OpenAI models within a single Gradio application using gr.Blocks.

Maintenance & Community

No specific information on contributors, sponsorships, or community channels (like Discord/Slack) is provided in the README.

Licensing & Compatibility

The README does not specify a license. Compatibility for commercial use or closed-source linking is not detailed.

Limitations & Caveats

The package is a thin wrapper around Gradio and OpenAI's API; it does not introduce new ML models or functionalities beyond simplifying their integration. The README does not mention any specific limitations or known issues.

Health Check
Last commit

7 months ago

Responsiveness

Inactive

Pull Requests (30d)
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Issues (30d)
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Star History
4 stars in the last 90 days

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