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Source channel @githubtrending · Post #15295 · Nov 11

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#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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#python #ai #faiss #gpt_oss #langchain #llama_index #llm #localstorage #offline_first #ollama #privacy #rag #retrieval_augmented_generation #vector_database #vector_search #vectors

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Libertà è ragione

@libertaeragione · Post #3905 · 07/24/2023, 02:39 PM

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#Elezioni#Spagna Risultati definitivi: Affluenza: 70,4% (+4,2 rispetto al 2019) #PP|EPP: 33,05% #PSOE|S&D: 31,7% #VOX|ECR: 12,39% #Sumar (#IU-#Podemos-#MP-#eQuo-#AV-#Compromís)|LEFT|G/EFA: 12,31% #ERC|G/EFA: 1,89% #Junts|NI: 1,6% #EHBildu|LEFT: 1,36% #PNV|RE: 1,12% #PACMA|LEFT: 0,67% #BNG|G/EFA: 0,62% #CC|RE: 0,46% #CUP|Sinistra catalana separatista: 0,4% #UPN|Centro-destra navarro unionista: 0,21% #FO|Sinistra euroscettica sovranista: 0,19% #NC|G/EFA: 0,18% #EV/#TE|Localisti: 0,15% #PDeCAT-#CiU|Centro-destra catalano indipendentista: 0,12% #RC|Sinistra: 0,09% #UPL|Centro Leonese: 0,09% #PUMJ|Ecologisti europeisti: 0,09% #PCTE|INITIATIVE: 0,07% #GBai|Centro-sinistra navarro indipendentista: 0,04% #AA|Sinistra andalusa: 0,03% #EB|Voto di protesta: 0,03% #JMM|Regionalisti di Jaén: 0,03% #XAV|Centro regionalista di Ávila: 0,02% #BQEx|Centro-sinistra federalista extremegno: 0,02% #CJ|Sincretici anti-establishment: 0,02% #FEJONS|Estrema destra: 0,02% #PAR|Centro-destra aragonese autonomista: 0,01% #PH|Umanisti: 0,01% #PMR|Centro-destra murciano regionalista: 0,01% #AC-#UP-#PCPC|Sinistra canaria indipendentista: 0,01% #CpM|Centro-sinistra musulmano: 0,01% #PREPAL|Leonesisti: 0,01% #UdCa|Conservatori castigliani regionalisti: 0,01% #CCD|Centro suarista: 0,01% @OsservatorioEsteri

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