#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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📊#FRONT is pumped with a high volume and breakout the horizontal levels, which will now act as support. MACD crossover is showing bullish momentum.
The Ichimoku cloud is indicating a bullish trend. As long as it remains above the established horizontal support, it is anticipated that this bullish trend will persist.👀
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#FRONT
Want to see a retracement and liquidity sweep. Then will be fine if we will see an expansion to the TMO till the 27th of May.
Control your risk!😉
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111million so'mlik GRANT
🤩 Akademiyamiz ochilishi munosabati bilan talabalar uchun 111 million so'mlik GRANT e'lon qiladi.
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