#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
JUST IN : 🚨
💰An Ethereum OG just deposited another 18,000 $ETH($54.78M) into #Bitstamp.
He still holds 66,252 $ETH($201M) — with total profits of ~$270M.
➖➖➖➖➖➖➖➖➖
📣@cryptonewstel
✨Vip join⭐️
🚨 Vitalik Buterin transferred another 2,000 $ETH ($3.12M) to address 0x556 10 hours ago.
➡️ Notably, the Ethereum’s co-founder appeared to have deposited 2,002 $ETH ($3.33M) to #Bitstamp and sold 100 $ETH for 173K $USDC since August 25 (18 days ago) via address 0x556.
👉 More details: https://platform.spotonchain.ai/signal-details/vitalik-buterin-may-plan-deposit-more-eth-to-bitstamp-561
👉 If you have any questions, feel free to discuss in our discord group: https://discord.com/invite/Xh7cReej7n
🚨 Vitalik Buterin transferred 999 $ETH ($1.63M) from better-known address 0xD04 to 0x556 20 hours ago.
➡️ Notably, the Ethereum’s co-founder appeared to have deposited 1,602 $ETH ($2.68M) to #Bitstamp and sold 100 $ETH for 173K $USDC over the past 8 days via address 0x556.
👉 More details: https://platform.spotonchain.ai/signal-details/vitalik-buterin-sold-mkr-and-may-deposit-eth-to-bitstamp-soon-531
👉 If you have any questions, feel free to discuss in our discord group: https://discord.com/invite/Xh7cReej7n
We are pleased to announce that EURt will be available on #Bitstamp🎉
The euro-pegged stablecoin, will provide a liquid, stable and trusted means of obtaining exposure to the single European currency to Bitstamp’s users⬇️
https://tether.to/tether-tokens-eurt-will-be-available-on-bitstamp/