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Source channel @githubtrending · Post #15295 · Nov 11

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

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Venture Village Wall 🦄

@venturevillagewall · Post #4251 · 02/26/2025, 01:00 PM

Recent Funding Rounds Overview 🔍Funding Highlights: - Edera: $15M on Feb 25, 2025. Secure products launch. Learn more - Zhongjiang Keyi: $13.83M on Feb 24, 2025. Nanjing's new material tech firm. Learn more - Cholesgen: $13.83M on Feb 24, 2025. Innovating biopharmaceuticals for chronic diseases. Learn more - Magdrive: $10.50M on Feb 25, 2025. High-power propulsion system for space. Learn more - Arsenale Bioyards: $10M on Feb 25, 2025. Economical biomanufacturing through precision fermentation. Learn more - Paradox Immunotherapeutics: $10M on Feb 25, 2025. Focused on rare disease treatments. Learn more - BitDCA: $7.99M on Feb 24, 2025. New cryptocurrency distribution method. Learn more - Dametis: $7.33M on Feb 21, 2025. Software for environmental performance challenges. Learn more - QT Sense: $6.29M on Feb 25, 2025. Quantum sensing tech for biomedical research. Learn more - Floodbase: $5M on Feb 20, 2025. AI platform for flood risk insurance. Learn more #Funding#Edera#ZhongjiangKeyi#Cholesgen#Magdrive#ArsenaleBioyards#ParadoxImmunotherapeutics#BitDCA#Dametis#QTSense#Floodbase#Biotech#AI#Crypto#SpaceTech#Pharma#Innovation#EnvironmentalTech#QuantumTech#Biomanufacturing#RiskManagement