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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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Architectural Shovel / Любовь Дмитриева

@arch_shovel · Post #609 · 08/29/2022, 08:55 PM

Flexibility has become more important to people today than sheer size. With the design for Van B UnStudio introduce new ways to make the footprint of an apartment more flexible — challenging old conventions of square footage and fixed footprints. The architectural strategy was to devise as many different ways as possible to reconfigure an apartment. To achieve this, architects designed a ‘plugin-based’ system that allows homeowners to use the space in a 40m2 apartment almost as if it were a 60m2 loft. This allows you to easily change the use of the same floor space in a matter of seconds, making it possible to transform a room from a generous office into a cozy living room, or a bedroom. Renders: Bauwerk / bloomimages #unstudio#housing#modularhousing#modularity#flexibility#inclusivedesign#germandesgin#sustainability#greenarchitecture#arch_shovel

Venture Village Wall 🦄

@venturevillagewall · Post #3749 · 12/30/2024, 04:00 AM

Best & Worst Crypto Narratives Revealed In the last month, AI Agents topped the charts with a 67.02% return, while CEX coins gained 42.61%. On the downside, Modularity fell by 30.99%, Memecoins dropped 28.41%, and LRT decreased by 27.74%. Read more here. ✨ Additionally, Hong Kong lawmakers are considering including Bitcoin in fiscal reserves, aiming to stimulate the crypto industry and boost tax revenue. More details can be found here. #AI#Crypto#CEX#Bitcoin#Investment#FiscalPolicy#CryptocurrencyIndustry#HongKong#Finance#TaxRevenue#MarketAnalysis#Returns#LawPolicy#AIAgents#Modularity#Memecoins#CryptoTrends#Innovation#Funds#TalentAttraction