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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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MessageInABottle

@mib_messageinabottle · Post #6954 · 05/26/2024, 01:53 PM

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TWITTER FULLY EMBRACES "THE DARK SIDE"! If you are a #Twitter/#X "Creator" your #UserData/ID will end up in the hands of #Mossad #AU10TIX, the company that X/Twitter uses to verify its user's ID, is an Israeli company founded by members of Israeli intelligence units #ShinBet and #Unit8200. The CEO, Ron #Atzmon, was a member of Israel's #CyberIntelligence unit 8200. His father was once the treasurer of the #Likud, #Netanyahu's party. AU10TIX was founded in 2002 as the technology arm of a #Dutch firm called "#ICTSInternational". ICTS international was established in 1982 ALSO by former members of Israeli intelligence unit Shin Bet. This is an extreme security risk. Not only will regular creators have to give their ID to a company with deep ties to Israeli intelligence, but PRO-#PALESTINIAN creators will also have to do the same.

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#twitter #x #userdata #mossad #au10tix #shinbet #unit8200 #atzmon #cyberintelligence #likud #netanyahu #dutch #ictsinternational #palestinian