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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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djangoproject

@djangoproject · Post #505 · 11/26/2017, 09:27 PM

https://medium.com/@brianray_7981/jupyterlab-first-impressions-e6d70d8a175d JupyterLab first impressions I’m not new to the #Python evolution from the c Python shell, to #iPython, to iPython notebooks, to #Jupyter, and now keeping a close eye on #JupyterLab, an #IDE currently is approaching Beta. I ran into Fernando Perez in San Francisco after BDFL Guido talk and told Fernando stories how a mentor of mine (RIP John Hunter) had shown me the ipython shell many years ago and I failed to notice the significance. I did end up using ipython shell. Soon after, I said the similar so-what thing to a Web Journalist Adrian Holovaty when he said he had created a web frame which later became Django Web Framework. I ended up using #Django. I’ve learned my lesson and taken note this time and will pay better attention. All eyes are on JupyterLab. I hope to be an early adopter of JupyterLab and here is my first look!

djangoproject

@djangoproject · Post #130 · 08/31/2016, 03:39 PM

http://matplotlib.org/ #matplotlib is a python #2D#plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms. matplotlib can be used in #python scripts, the python and #ipython shell (ala MATLAB®* or Mathematica®†), web application servers, and six #graphical user interface toolkits. screenshots

djangoproject

@djangoproject · Post #513 · 11/30/2017, 10:00 PM

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