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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 #65002 · 04/10/2026, 01:33 PM

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🚀 Arc Launches App Kits SDK with Cross-Chain Features Arc has introduced its App Kits SDK, offering functionalities such as cross-chain bridging, token exchange, and on-chain transfers, all of which can be integrated with less than 10 lines of code. According to Foresight News, the App Kits are built on USDC, CCTP, and Circle Wallets, and are compatible with third-party wallets and developers' own RPC nodes. The SDK includes a built-in revenue-sharing mechanism, allowing developers to configure profit-sharing directly within the transaction process without needing to deploy separate contracts. App Kits are now available for free and support permissionless access. #Arc#AppKits#SDK#CrossChain#Blockchain#USDC#CCTP#CircleWallet#Crypto#DeFi#Developers#Web3

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