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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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@mappasaurusofficial · Post #295 · 04/06/2025, 03:13 PM

🤑Exciting News from Mappasaurus! 🤑 🔥 We are thrilled to announce a strategic partnership with #Bitgert, a leader in blockchain efficiency! 🦖#Mappasaurus is revolutionizing the mapping landscape with AI-driven and decentralized technology. Partnering with Bitgert enhances our mission to provide innovative, real-time mapping solutions with a focus on accessibility and privacy. 💸#Bitgert stands out with its low gas fee blockchain, perfectly aligning with our goals to enhance scalability and cost efficiency for our users. 💯#BlockchainInnovation#MappingRevolution#CryptoCommunity