#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
🎙 INVEST REPORT Announce #FINEproject update
#FINE is Trending first in Dextool. Reaching out Millions of investors.
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At the moment we made for you 230% Profit
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The increase in fines for a number of traffic violations will come into force on January 1, 2025
📌"In Article 2, the word" Law "should be replaced with the words "Federal Law", the words "after thirty days from the date of its official publication" should be replaced with the words "from January 1, 2025," the text of the amendment posted in the Duma electronic database says.
📌Under this law, failure by a driver to perform the duty to insure his civil liability, as well as driving a vehicle, if the Compulsory third Party Insurance (CTP) policy is deliberately absent, entails the imposition of an administrative fine in the amount of 800 rubles.
📌Earlier, the Parliament of the Kabardino-Balkar Republic submitted to the State Duma a bill that proposes to establish a fine for repeated violation of the Administrative Code of the Russian Federation, namely the absence of a driver's CTP policy, up to 5 thousand rubles.
CTP policy means Compulsory Third Party Insurance Policy
#news#russia#nido_russia#traffic#fine#regulations
https://t.me/nido_russia