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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 #3743 · 12/29/2024, 10:00 AM

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Bitcoin Price Peak Expected in 2025 The founder of Pantera, whose Bitcoin fund saw a staggering 130,000% return, forecasts August 2025 as the peak for this cycle, anticipating a bull market in 2025 followed by a decline in 2026. He believes Bitcoin could increase tenfold over the next 5-10 years. Meanwhile, in mining news, Foundry USA Pool mistakenly refunded an erroneous transaction fee of 8.18 BTC (about $777,000), which was 91,127 times higher than normal. Additionally, Volatility Shares has applied to launch futures-based Solana ETFs, signaling potential market interest despite the absence of a current trading platform for these products. #Bitcoin#Pantera#Crypto#ETF#Solana#Mining#Forecast#BullMarket#BearMarket#Foundry#VolatilityShares#BTC#CryptoNews#Investing#MarketTrends#Blockchain#TransactionFee#Finance#Cryptocurrency #2025 #2026

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