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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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#python #ai #context #embedded #faiss #knowledge_base #knowledge_graph #llm #machine_learning #memory #nlp #offline_first #opencv #rag #retrieval_augmented_generation #semantic_search #vector_database #video_processing

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Libreware

@libreware · Post #1141 · 05/26/2023, 01:58 PM

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SimpleX Chat: private and secure cross platform messenger without any user IDs (not even random) :~ E2E-encrypted messages with markdown and editing :~ E2E-encrypted images and files :~ Decentralized secret groups — only users know they exist :~ E2E-encrypted voice messages :~ Disappearing messages :~ E2E-encrypted audio and video calls :~ Portable encrypted database — move your profile to another device :~Incognito mode — unique to SimpleX Chat Website : https://simplex.chat/ SimpleX Chat (SimpleX Chat - e2e encrypted messenger without any user IDs - private by design!) https://f-droid.org/packages/chat.simplex.app/ Quick start – https://simplex.chat/docs/guide/readme.html #SimpleXchat#security#privacy#encryption#E2EE #FLOSS

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Libreware

@libreware · Post #1143 · 05/26/2023, 01:59 PM

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6 Best Secure Messaging Alternatives to WhatsApp | Avoid the Hack – https://avoidthehack.com/best-secure-messengers The content of your messages and the metadata associated with them should be secure and private. Unfortunately many messengers out there fail to do this. Telegram operates in the cloud, and while this does have good portability across multiple devices and device types, the service provider (or anyone with access to the cloud server) could theoretically read them at any time with relative ease; Telegram stores messages on the third-party cloud provider's server. According to Telegram’s privacy policy, the service itself logs IP addresses and phone numbers. #Infosec#Session#SimpleXchat#Briar#Threema #Element#Telegram#privacy

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