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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 #3812 · 01/07/2025, 01:00 PM

Investment Rounds Highlight New Innovations RoboForce secures $10M to create a Robotic Workforce for heavy tasks. JAN3 raises $5M for Bitcoin technology aimed at increasing access globally. Mocean Energy Ltd gets $539.99K to enhance ocean wave energy tech. CopyCat raises $500K for AI automation of browser tasks. Spintly secures $407.85K to streamline smart access control integration. Additionally, SettleTON emerges as a new DeFi solution on the TON ecosystem, boasting $250k TVL and 30k active users monthly. More details available in the blog. #AI#Crypto#VC#Robotics#Bitcoin#DeFi#FinTech#OceanEnergy#Automation#SmartAccess#Investment#Blockchain#Technology#Liquidity#NFT#EcoSystem#Efficiency#TechInnovation#UserGrowth#Funding