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README.md
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short_description: This is a RAG system for chatting with videos
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short_description: This is a RAG system for chatting with videos
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# Video Chat RAG
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This is a Retrieval-Augmented Generation (RAG) system for chatting with videos. Upload a video and ask questions about its content!
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## Features
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- Video frame analysis using CLIP
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- Natural language querying of video content
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- Frame retrieval with relevance scores
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- User-friendly interface
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## Usage
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1. Upload a video using the file upload button
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2. Click "Process Video" and wait for processing to complete
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3. Type your question in the text box
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4. Click "Search" to find relevant frames
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## Technical Details
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The system uses:
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- CLIP for visual-language understanding
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- FAISS for efficient similarity search
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- Gradio for the user interface
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## Limitations
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- Maximum video file size: 500MB
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- Supported formats: MP4
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- Processing time depends on video length
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