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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 #3881 · 01/15/2025, 10:00 AM

Major Funding Rounds Announced Multiple companies secure significant funding this month: - Databricks: $5B on Dec 17, 2024. - Nordic Investment Bank: $795.2M on Jan 9, 2025. - Brex: $235M on Jan 13, 2025. - Bjelin Group: $204.31M on Jan 13, 2025. - Caidya: $165M on Jan 13, 2025. - Harbinger: $100M on Jan 14, 2025. - Vita Group: $84.53M on Jan 10, 2025. - Aerin Medical: $32.5M on Jan 13, 2025. - Clear Labs: $30M on Jan 13, 2025. - Labviva: $25M on Jan 13, 2025. - Raspberry AI: $24M on Jan 13, 2025. - Conceivable Life Sciences: $18M on Dec 17, 2024. - Pimax VR: $13.64M on Jan 13, 2025. - Intelex Vision: $6.82M on Jan 13, 2025. - bythen: $5M on Jan 14, 2025. - Genesy AI: $4.82M on Jan 14, 2025. - Primus: $3.5M on Jan 13, 2025. - Wultra: $3.09M on Jan 15, 2025. - BIMINI Biotech: $3.06M on Jan 13, 2025. - Red Sky Health: $3M on Jan 13, 2025. Details can be found in the respective links. #Funding#Investment#Databricks#NordicInvestmentBank#Brex#Caidya#Harbinger#VitaGroup#AerinMedical#Labviva#RaspberryAI#ConceivableLifeSciences#PimaxVR#IntelexVision#GenesyAI#Wultra#AI#VC#Healthcare