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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 #4199 · 02/20/2025, 01:00 PM

Major Funding Rounds Announced 💰 Key investment rounds announced: - Highways Infrastructure Trust: $948.87M for highway projects in India. - Lambda: $480M for AI-focused GPU cloud services. - Safe Dynamics: $100M to enhance site navigation for web. - VitalConnect: $100M for continuous biometric monitoring tech. - Terra CO2 Technologies: $82M aimed at decarbonizing cement. - Pulpex: $78.21M for sustainable renewable packaging solutions. - Baseten: $75M for optimized model serving network. - Augury: $75M for AI solutions in manufacturing. - Sanas: $65M for AI-powered accent translation for call centers. - 73 Strings: $55M for fintech solutions in asset analytics. - Blockaid: $50M for web3 asset security solutions. - Ecoener: $43.10M in renewable energy initiatives. - Atrandi Biosciences: $25M round announced. - Quadshift: $23M for B2B software solutions development. - AheadComputing: $21.50M for RISC-V CPU IP. - Certn: $21.14M for background screening software. - Capi Money: $18M raised recently. More details can be found here: Highways Infrastructure Trust, Lambda, Safe Dynamics, VitalConnect, Terra CO2 Technologies, Pulpex, Baseten, OpenEvidence, Augury, BitSmart, Sanas, 73 Strings, Blockaid, Ecoener, Atrandi Biosciences, Quadshift, AheadComputing, Certn, Capi Money #Funding#Investment#Infrastructure#AI#Tech#Healthcare#Renewable#Sustainability#Fintech#Web3#Biometrics#Software#Analytics#Decarbonization#Cloud#Packaging#Security#Blockchain#GPU#RISC-V