Chatbot use cases Chatbots are one of the most popular use cases for LLMs. We've just overhauled our docs on how to build them! Learn about conversational retrieval, tool usage, memory/chat history management, and more. The examples are composed with LCEL and have full
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JAX vs PyTorch: TPU, GPU, CPU Performance Comparison
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Knowing all the development history, I'd say — JAX+XLA will be better on TPUs and slightly better on bf16 compatibility.
PyTorch will be better on NVIDIA and AMD GPUs, server-class and desktop-class CPUs, fp16 compat, vastly better on dynamic-shaped workloads.
They'll probably -
LLMs Achieve Success in Text Classification, Translation, and Programming
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Large Language Models (LLMs) have achieved unprecedented success in tasks such as text classification (TC), machine translation (MT), computer programming (CP), and writing most sentences in the introduction of this paper (WMSITIOTP)
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Sharing Daily Content on Python, Data Science and Machine Learning
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That's a wrap! Every day, I share and simply content around Python, Data Science, Machine Learning & Large Language Models. Find me → @Sumanth_077 Like/RT the first tweet and help this reach more people.
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Using %%ai Magic Command in JupyterLab for Natural Language Model Chat
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Use the "%%ai" magic command to specify a model chat with the model using a natural language prompt: Check this out: https://
github.com/jupyterlab/jup
yter-ai
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7 Magic Commands to Save Time in Jupyter Notebooks
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If you are using jupyter notebooks for Python and Data Science, try these 7 magic commands that will save you a ton of time: 1. Jupyter AI: Select any model and chat with it right from the Jupyter Notebook.
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YOLOv8 Object Tracking and Counting with OpenCV
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🚀 Blog-tastic Tuesdays 🚀https://t.co/yQSdJd2mFa
— Satya Mallick (@LearnOpenCV) 30 janvier 2024
Check out our latest comprehensive read as we explore the realm of YOLOv8 object tracking. You’ll gain insights into the various practical implementations of object tracking and learn how these techniques can be effectively used… pic.twitter.com/GoaS29PWmnBlog-tastic Tuesdays https://
learnopencv.com/yolov8-object-
tracking-and-counting-with-opencv/
… Check out our latest comprehensive read as we explore the realm of YOLOv8 object tracking. You’ll gain insights into the various practical implementations of object tracking and learn how these techniques can be effectively used -
Libraries and tech stack recommendations
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Would love to know the libraries/tech stack you’re working with. 🙂
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Web Automation and Scraping Experts on X
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So who are the amazing folks on X working on Web Automation and Web Scraping projects? Tag them below or say a
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Building Chatbots with Source Citations Using LangChain
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Question Answering with Citations When building a chatbot over documents, it's often useful to ask it to cite it's sources. This can help build trust and check responses We've recently added a detailed guide on how to do this! Guide: https://
python.langchain.com/docs/use_cases
/question_answering/citations
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