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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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DWF Labs Broadcast

@DWFLabs · Post #198 · 02/07/2023, 05:07 AM

We're a proud sponsor of the first Flow Hackathon – a global competition from 2/21–2/26 to push the limits of #web3#onFlow. Beyond excited to be involved in the expansion of the #ecosystem and to provide an opportunity for developers to shine! 💡✨ This is what's up: 💰 $500K in prizes 🌐 Virtual & IRL events 📚 Education phase to learn more about building #onFlow ✨ Amazing speakers and judges 👨‍💻 Empowering #developers to do great things Are you ready to build awesome innovations and earn prizes for your work? Register today! 👇 https://hackathon.flow.com