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Source channel @githubtrending · Post #15168 · Sep 25

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#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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Venture Village Wall 🦄

@venturevillagewall · Post #3356 · 12/18/2024, 12:07 PM

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Surge Raises $500K Funding Surge has successfully raised $500K in funding as of December 4, 2024. The platform specializes in providing embedded text messaging services, allowing businesses to simplify their communication and focus on their core operations. Learn more at: Surge #Funding#Messaging#Surge#Texting#Tech#Business#Communication#Embedded#Startup#Investment

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#funding#messaging#surge#texting#tech#business#communication#embedded#startup#investment