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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 #4321 · 03/06/2025, 01:00 PM

Ethereum Testnet Faces Pectra Hardfork Issues Ethereum's Sepolia testnet encountered a failure post Pectra hardfork activation, halting transaction processing. Developers resolved a bug in the deposit contract within six hours. Prior to this, issues with slot finalization arose in the Holesky testnet. The mainnet launch for Pectra is still set for early April without reported delays, accompanied by a $2M bounty campaign until March 24. #Ethereum#Sepolia#Pectra#blockchain#crypto#technology#devops#networking#bugs#fintech#bountycampaign#mainnet#Holessky#cryptonews#update#softwaredev#smartcontracts#DeFi#testing