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cinematlas


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Author: Fabian Valle
Summary: Search inside video down to the second: one joint keyframe+speech vector per scene on MongoDB Atlas and Voyage AI, with sentence-level reranking.
Latest version: 0.16.3
Required dependencies: pillow | pymongo | voyageai
Optional dependencies: boto3 | fastapi | faster-whisper | google-cloud-storage | openai | opencv-python-headless | opentelemetry-api | pymupdf | python-multipart | python-pptx | rapidocr-onnxruntime | scenedetect | tqdm | uvicorn | yt-dlp

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