Code Monkey home page Code Monkey logo

streamrag's Introduction

PyPI version Stargazers Issues Website


Logo

StreamRAG πŸŽ₯

Video Search Agent for ChatGPT πŸ•΅οΈβ€β™‚οΈ
πŸ“ΊWatch Demo Video Β· 🐞Report a Bug Β· πŸ’‘Suggest a Feature

StreamRAG: GPT-Powered Video Retrieval & Streaming πŸš€

StreamRAG.Demo.mp4

What does it do? πŸ€”

It enables developers to:

  • πŸ“š Upload multiple videos to create a library or collection.
  • πŸ” Search across these videos and get real-time video responses or compilations.
  • πŸ›’ Publish your searchable collection on the ChatGPT store.
  • πŸ“ Receive summarized text answers (RAG).
  • 🌟 Gain key insights from specific videos (e.g. "Top points from episode 31").

How do I use it? πŸ› οΈ

πŸ“Ί Watch: Code walkthrough

  • Get your API key: Sign up on VideoDB console (Free for the first 50 uploads, no credit card required). πŸ†“
  • Set VIDEO_DB_API_KEY: Enter your key in the env file.
  • Install dependencies: Run pip install -r requirements.txt in your terminal.
  • Upload your collection to VideoDB: Add your links in upload.py.
  • Run locally: Start the flask server with python app.py.

Publishing on ChatGPT Store πŸͺ

πŸ“Ί Watch: Create New GPT

  1. Deploy your flask server and note your server's url.
  2. In openapi.yaml, update the url field under server.
  3. Visit the GPT builder at https://chat.openai.com/gpts/editor
  4. In the configure tab, add your GPT's Name and Description.
  5. Copy the prompt from prompts.txt into the Instructions field. Feel free to modify it as needed. ✏️
  6. Click on Create new Action
  7. Copy the openapi details from openapi.yaml Don't miss to update the url field.
  8. Save your GPT for personal use and give it a test run! πŸ§ͺ

Roadmap πŸ›£οΈ

  1. Add support for popular backend deployment CD pipelines like Heroku, Replit, etc.
  2. Integrate with other data sources like Dropbox, Google Drive.
  3. Connect with meeting recorder APIs such as Zoom, Teams, and Recall.ai.

Contributing 🀝

Your contributions make the open-source community an incredible place for learning, inspiration, and creativity. We welcome and appreciate your input! Here's how you can contribute:

  • Open issues to share your use cases.
  • Participate in brainstorming solutions for our roadmap.
  • Suggest improvements to the codebase.

Contribution Steps

  1. Fork the Project 🍴
  2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
  3. Commit your Changes (git commit -m 'Add some AmazingFeature')
  4. Push to the Branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request πŸ“¬

streamrag's People

Contributors

codeashu avatar ashish-spext avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    πŸ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. πŸ“ŠπŸ“ˆπŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❀️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.