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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 #64840 · 04/10/2026, 03:19 AM

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🚀 AethirOFTAdapter Exploited for Over $400K, Funds Bridged to TRON PeckShieldAlert posted on X that the AethirOFTAdapter has been exploited, resulting in a loss exceeding $400,000. The perpetrator has transferred the stolen funds from the BNB Chain to the TRON network using symbiosis.finance. The funds are currently held in two TRON addresses: TNC4wgK518RZdZVa6NPZLnqy6FEswA4G15 and TL38ssgWktRRfhdjGEyfVkPD8CdP2UPq18. The incident highlights ongoing vulnerabilities in blockchain systems, emphasizing the need for enhanced security measures. AethirCloud and AethirEco have been tagged in the alert, indicating their potential involvement or interest in the situation. Further investigations are likely underway to track the movement of the funds and identify the exploiter. #AethirOFTAdapter#Exploitation#BlockchainSecurity#TRON#BNBChain#SymbiosisFinance#PeckShieldAlert#CryptoTheft#SecurityVulnerabilities#AethirCloud#AethirEco

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