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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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Telegram github commits and releases

@tgappsupdates · Post #19156 · 12/08/2025, 05:01 PM

DrKLO/Telegram/master • d1a53bb • 45 files, +1581/-730 update to 12.2.6 (6318) DrKLO/Telegram/master • 8201e36 • 10 files, +40/-38 update to 12.2.7 (6323) DrKLO/Telegram/master • cf701fb • 115 files, +8761/-996 update to 12.2.8 (6336) #android

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