#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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It's not what we bought but what we built
It's not what we got but what we shared
It's not our competence but our characters
And it's not our success but our significance
Live a life that matters. Live a life of love.
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The day the child realizes that all adults are imperfect he becomes an adolescent; the day he forgives them, he becomes an adult; the day he forgives himself he becomes wise.
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We judge people by what they see and hear, but we do not see the qualities that are hidden in their hearts. Avoid suspicion. Let's not say bad things about each other. Let us not gossip or insult.
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We can control the words we say, but we can't control what people understand.
We can control what we say to people, but we can't control what other people say to others about us.
That's normal and just a part of life so be it. I'm at peace when I control only what I can control and refuse to take part in things that I cannot control especially those which do not matter at all. ☺️✨🦋
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To live only for some future goal is shallow. It’s the sides of the mountain that sustain life, not the top.
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