#
mongosh
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This RAG system helps locate specific sections of video content and answer questions quickly, leveraging embeddings and LLaMA 3.2 1B. The upgraded pipeline is optimized for speed, accuracy, and multi-day datasets.
python open-source real-time mongodb sentence-embeddings rag mongoshell sentence-transformers mongosh videototext ollama ollama-client ollama-chat rag-pipeline llama3
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Updated
Dec 20, 2025 - Python
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