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Source channel @githubtrending · Post #15168 · Sep 25

#python#ai#context#embedded#faiss#knowledge_base#knowledge_graph#llm#machine_learning#memory#nlp#offline_first#opencv#python#rag#retrieval_augmented_generation#semantic_search#vector_database#video_processing Memvid lets you store millions of text pieces inside a single MP4 video file using QR codes, making your data 50-100 times smaller than usual databases. You can search this video instantly in under 100 milliseconds without needing servers or internet after setup. It works offline, is easy to use with simple Python code, and supports PDFs and chat with your data. The upcoming version 2 will add features like continuous memory updates, shareable capsules, fast local caching, and better video compression, making your AI memory smarter, faster, and more flexible. This means you get a powerful, portable, and efficient way to manage and search huge knowledge bases quickly and easily. https://github.com/Olow304/memvid

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@missPecos · Post #1295 · 08/20/2025, 01:49 PM

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@githubtrending · Post #14665 · 05/03/2025, 11:30 AM

#python#acura#audi#autopilot#chrysler#comma#fsd#genesis#honda#hyundai#jeep#kia#lexus#mazda#nissan#openpilot#ram#selfdriving#tesla#toyota#volkswagen sunnypilot is a free, open-source driver assistance system that works with over 300 car models, offering features like independent lane centering and adaptive cruise control for a safer, more customizable driving experience. It requires a compatible device (like comma three) and a supported car with adaptive cruise control, providing smoother steering, automatic speed adjustments, and easy updates through user-friendly installation options. Users benefit from enhanced safety, personalized driving settings, and access to a community for support and updates. https://github.com/sunnypilot/sunnypilot