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https://github.com/video-db/streamrag

Video Search and Streaming Agent 🕵️‍♂️
https://github.com/video-db/streamrag

agent chatgpt llm rag search search-engine video video-processing video-streaming

Last synced: 3 months ago
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Video Search and Streaming Agent 🕵️‍♂️

Awesome Lists containing this project

README 

        



[![PyPI version][pypi-shield]][pypi-url]

[![Stargazers][stars-shield]][stars-url]

[![Issues][issues-shield]][issues-url]

[![Website][website-shield]][website-url]

[![Discord][discord-shield]][discord-url]








  

    Logo

  



StreamRAG 🎥



  


    Video Search Agent for ChatGPT 🕵️‍♂️

    


     📺Watch Demo Video  

    ·

    🐞Report a Bug 

    ·

    💡Suggest a Feature 

  



# StreamRAG: GPT-Powered Video Retrieval & Streaming 🚀



https://github.com/video-db/StreamRAG/assets/5406975/b768bb6e-08b8-451e-9117-1cf04488c02c



## What does it do? 🤔



It enables developers to:

* 📚 Upload multiple videos to create a library or collection.

* 🔍 Search across these videos and get real-time video responses or compilations.

* 🛒 Publish your searchable collection on the ChatGPT store.

* 📝 Receive summarized text answers (RAG).

* 🌟 Gain key insights from specific videos (e.g. "_Top points from  episode 31_").



## How do I use it? 🛠️

[📺 Watch: Code walkthrough](https://console.videodb.io/player?url=https://stream.videodb.io/v3/published/manifests/b79a91d7-9553-4b4f-9d02-a47b9e168148.m3u8)



- **Get your API key:** Sign up on [VideoDB console](https://console.videodb.io) (Free for the first 50 uploads, no

  credit card required). 🆓

- **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 🏪

[📺 Watch: Create New GPT](https://console.videodb.io/player?url=https://stream.videodb.io/v3/published/manifests/b4b01b80-f38b-47f7-a238-09e53d844792.m3u8)



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! 🧪



---



## Roadmap 🛣️



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 📬



---



[pypi-shield]: https://img.shields.io/pypi/v/videodb?style=for-the-badge



[pypi-url]: https://pypi.org/project/videodb/



[python-shield]:https://img.shields.io/pypi/pyversions/videodb?style=for-the-badge



[stars-shield]: https://img.shields.io/github/stars/video-db/streamRAG.svg?style=for-the-badge



[stars-url]: https://github.com/video-db/streamRAG/stargazers



[issues-shield]: https://img.shields.io/github/issues/video-db/videodb-python.svg?style=for-the-badge



[issues-url]: https://github.com/video-db/streamRAG/issues



[website-shield]: https://img.shields.io/website?url=https%3A%2F%2Fvideodb.io%2F&style=for-the-badge&label=videodb.io



[website-url]: https://videodb.io/



[discord-shield]: https://img.shields.io/discord/1189572299851051169?style=for-the-badge&logo=discord&label=Discord



[discord-url]: https://discord.gg/py9P639jGz