#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
Jesse Derry was taken to hospital as a precaution following his first-half substitution during today’s #PL game against Nottingham Forest.
Jesse is conscious, talking and undergoing precautionary checks. We wish him a speedy recovery and thank the medical staff for their swift response.
Steve Holland:
“Our last game, Bournemouth to Leeds, is a #PL record, I think, in terms of time between games.
“So the gap has been as big as you can have really. I think we felt it was important to get the whole group together again, and really focus on finishing the season well.
“I think this is the PERFECT venue for that, really.”
Steve Holland:
“I think the language we should be using as this club is to finish as CLOSE as we possibly can to the top [this season].
“I don’t know how possible that is, but that has to be the challenge always: to get as close as we possibly CAN to the top...” [MU]
Bruno Fernandes on matching Cristiano Ronaldo’s #PL POTM record:
“It’s always good company. We know when records are there, his name will always be around.
“It’s a HUGE honour and privilege to be close to him.” 🇵🇹❤️
[THREAD]
There are multiple Premier League games on Saturday, Sunday AND Monday. 🍿
Here are some stats you might see in GW35...
#PL | @CopyBetUKhttps://t.co/RnveqOETlK
RT @Squawka: [THREAD]
There's five Premier League games on a Sunday for the first time in 2023. 🍿
Here are some stats you might see… 👀
#PL | @CopyBetUKhttps://t.co/sMqfA3FUuS