Ask questions about a video, get answers with clickable [mm:ss] citations. Native multimodal RAG on Gemini embedding-2 + Weaviate + Nebius - no transcription service, no frame-level CLIP, one vector search.
python embeddings gemini multimodal rag weaviate vector-search streamlit llm video-rag nebius timestamp-citations
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Updated
Sep 3, 2026 - Python