video-rag

Video ingestion for multimodal RAG. Covers keyframe extraction (ffmpeg, PySceneDetect), audio-track transcription via Whisper, visual embeddings per keyframe (CLIP, SigLIP, VoyageAI multimodal), multi-modal retrieval combining visual + transcript hits, timestamp-anchored citations, and YouTube transcript ingestion. USE WHEN: user mentions "video RAG", "vid…

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