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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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Crypto M - Crypto News

@CryptoM · Post #65244 · 04/12/2026, 08:36 AM

🚀 German Hacker Arrested in Bangkok for Cybercrime Activities A 27-year-old German hacker, Noah Christopher, has been arrested in Bangkok, Thailand, facing up to 74 arrest warrants for cybercrimes in Europe. According to Odaily, investigations reveal that between 2021 and 2025, Christopher allegedly developed and operated a ransomware platform and a 'Cybercrime-as-a-Service' (CaaS) system. This included providing tools for distributed denial-of-service (DDoS) attacks, such as Fluxstress and Neldowner, assisting global clients in launching cyberattacks for payment. The ransom payments involved cryptocurrencies and other digital assets, constituting transnational cybercrime activities. His visa has been revoked, and he is currently detained awaiting extradition to Germany. #Cybercrime#Hacker#Ransomware#CaaS#DDoS#Cryptocurrency#Extradition#Thailand#Germany#TransnationalCrime

Crypto M - Crypto News

@CryptoM · Post #64994 · 04/10/2026, 01:15 PM

🚀 SimpleChain Secures $15 Million in Seed Funding for RWA Network SimpleChain has announced the successful completion of a $15 million seed funding round. According to Foresight News, the funding was supported by family offices and institutional investors. SimpleChain aims to develop a Real World Asset (RWA) Layer 1 network, positioning itself as an 'Institutional OS' for RWA. The network will be powered by Granular Data and native CaaS, focusing on providing financial-grade infrastructure for the tokenization of real-world assets globally. #SimpleChain#SeedFunding#RWA#Layer1Network#InstitutionalOS#GranularData#CaaS#Tokenization#RealWorldAssets#FinancialInfrastructure