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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 #3678 · 12/23/2024, 06:00 PM

DeSci Gains Momentum Amid Innovation Decentralized science (DeSci) is gaining traction with recent developments: 1️⃣Bio Protocol joins Binance Launchpool as the 69th project, focusing on decentralized science token launches. So far, 7 projects have raised $23M, with $7M allocated for research. More info here. 2️⃣Pump.science launches, allowing community-driven scientific experiments, starting with a longevity project. Their collaboration with Pulse will use health data metrics for future experiments. Learn more about Pump.science. 3️⃣ The Sci-Hub token has been introduced on pump.fun, providing access to scientific papers; the founder promotes purchasing the token to support open science. Token details here and Sci-Hub info here. While still niche compared to AI and meme coins, DeSci is attracting interest, paving the way for wider community involvement. Let's observe how DeSci progresses into 2025! #DeSci#BioProtocol#Binance#PumpScience#SciHub#Token#Research#Innovation#Web3#Community#HealthTech#Crypto#Launch#Investment#Experimentation#Longevity#OpenScience#Funding#Technology#Blockchain#Ethereum