UppuluriKalyani / ML-Nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
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Feature request: RAG Chatbot for YouTube Transcript-Based Querying #538

Open vaishvi2811 opened 3 days ago

vaishvi2811 commented 3 days ago

Feature Request: RAG Chatbot for YouTube Transcript-Based Querying

Is your feature request related to a problem?
The current chatbot cannot retrieve and generate answers based on the transcript of a YouTube video, limiting its ability to respond to queries related to video content.

Describe the solution you'd like
Extend the RAG chatbot to process YouTube video transcripts, enabling it to answer queries accurately by retrieving relevant information from the video content.

Describe alternatives you've considered

  1. Manually searching through video transcripts (inefficient).
  2. Watching the video and manually extracting information (time-consuming).

Approach to be followed (optional)
Integrate the RAG model with a YouTube transcript parser, extracting key information and enabling retrieval-augmented generation to answer user queries based on the video's transcript.

Additional context
This feature is beneficial for content summarization, educational purposes, or answering specific questions from lengthy video content efficiently.

github-actions[bot] commented 3 days ago

Thanks for creating the issue in ML-Nexus!🎉 Before you start working on your PR, please make sure to:

github-actions[bot] commented 3 days ago

Thanks for raising this issue! However, we believe a similar issue already exists. Kindly go through all the open issues and ask to be assigned to that issue.