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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 #3778 · 01/02/2025, 10:00 PM

Uniswap Unveils Exciting v4 Features! Uniswap launches v4, introducing: - 😎 "Hooks" for custom user code execution - 😎 Custom oracles - 😎 Automated liquidity management - 😎 Flash accounting for instant settlements - 😎 Support for multiple pool types In response, $UNI climbs 6% in a day, outperforming the market. More details: link #Uniswap#UNI#DeFi#Crypto#Blockchain#Liquidity#Oracles#Finance#Web3#DApps#Fintech#Investing#Market#Tech#Innovation#V4#FlashAccounting#AutomatedLiquidity#Pools#CryptoNews#NFT