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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 #3812 · 01/07/2025, 01:00 PM

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Investment Rounds Highlight New Innovations RoboForce secures $10M to create a Robotic Workforce for heavy tasks. JAN3 raises $5M for Bitcoin technology aimed at increasing access globally. Mocean Energy Ltd gets $539.99K to enhance ocean wave energy tech. CopyCat raises $500K for AI automation of browser tasks. Spintly secures $407.85K to streamline smart access control integration. Additionally, SettleTON emerges as a new DeFi solution on the TON ecosystem, boasting $250k TVL and 30k active users monthly. More details available in the blog. #AI#Crypto#VC#Robotics#Bitcoin#DeFi#FinTech#OceanEnergy#Automation#SmartAccess#Investment#Blockchain#Technology#Liquidity#NFT#EcoSystem#Efficiency#TechInnovation#UserGrowth#Funding

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#ai #crypto #vc #robotics #bitcoin #defi #fintech #oceanenergy #automation #smartaccess #investment #blockchain #technology #liquidity #nft #ecosystem #efficiency #techinnovation #usergrowth #funding