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- title: Youtube Chatbot
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- emoji: ๐Ÿš€
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- colorFrom: indigo
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- colorTo: red
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- sdk: gradio
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- sdk_version: 5.49.0
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- app_file: app.py
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- pinned: false
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- license: mit
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- short_description: Multilingual YouTube chatbot powered by LangChain.
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
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+ # ๐Ÿง  YouTube Transcript Chatbot (RAG) โ€” LLaMA, Gemma, DeepSeek, OpenAI
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+ An advanced **Retrieval-Augmented Generation (RAG)** chatbot that answers questions from YouTube video transcripts using top open-source LLMs โ€” **Llama 3.2**, **Gemma 2**, **DeepSeek**, and **OpenAI GPT-OSS**.
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+ Built with **Streamlit**, **LangChain**, **Hugging Face Hub**, and **FAISS**.
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+ ---
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+ ## ๐Ÿš€ Features
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+ โœ… Fetch YouTube transcripts via **RapidAPI**
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+ โœ… Embed and store transcript chunks using **FAISS**
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+ โœ… Query understanding through **LangChain retrieval pipeline**
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+ โœ… Supports **multiple Hugging Face chat-based models**:
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+ - ๐Ÿฆ™ **Llama-3.2-1B-Instruct**
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+ - ๐Ÿ’Ž **Gemma-2-2B-it**
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+ - ๐Ÿง  **DeepSeek-V3.2-Exp**
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+ - ๐Ÿ”ฎ **OpenAI GPT-OSS-20B**
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+ โœ… Adjustable **temperature** for creative or factual outputs
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+ โœ… Seamless **Streamlit UI**
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+ โœ… Caching for faster repeat queries
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+ ## ๐Ÿงฉ Architecture
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+
 
 
 
 
 
 
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+ ## ๐Ÿง  Tech Stack
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+ | Component | Technology |
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+ |------------|-------------|
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+ | Frontend | Streamlit |
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+ | Backend | LangChain |
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+ | LLMs | Hugging Face Endpoints |
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+ | Embeddings | intfloat/multilingual-e5-base |
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+ | Vector Store | FAISS |
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+ | API | YouTube Transcript API (RapidAPI) |
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+ ---