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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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Venture Village Wall 🦄

@venturevillagewall · Post #3714 · 12/25/2024, 04:00 PM

USDt-TON Expansion and YouTube Blockage In April 2024, 900 million Telegram users gained access to USDt on the TON blockchain, leading to rapid integrations with top global services. Key updates include: - Bit2Me: Leading Spanish exchange now supports USDt on TON, offering low trading fees for European users. - Transak: Launched Transak Stream for easy conversions between USDt-TON and fiat. - Fireblocks: Integrated USDt-TON for client fund management and announced a grant program for TON integrations. More details available on Fireblocks. - NovaDAX: Major Brazilian exchange adds USDt-TON support, facilitating quick transactions for Latin American users. Meanwhile, new restrictions have been placed on YouTube in Russia, significantly dropping traffic. The government had been contemplating this move since early in the war, with the decision being formally executed this December. Key details include: - President Putin's administration has planned for years to block YouTube but delayed due to its vast user base of 96 million. - Recent meetings indicate strong governmental push with VK positioning as a potential alternative. For a detailed investigation into the YouTube blockage, check out the full report here. #USDt#TON#Web3#Bit2Me#Transak#Fireblocks#NovaDAX#YouTube#Russia#Kremlin#Censorship#Crypto#Finance#Tokens#Blockchain#Investments#DeFi#VentureCapital#PreIPO#TechM&A