Category: Libraries
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RAG Application with Cohere Command-R and Rerank – Part 1
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Introduction The Retrieval-Augmented Generation approach combines LLMs with a retrieval system to improve response quality. However, inaccurate retrieval can lead to sub-optimal responses. Cohere’s re-ranker model enhances this process by evaluating and ordering search results based on contextual relevance, improving accuracy and saving time for specific information seekers. This article provides a guide on implementing…
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30 Quick Matplotlib Tips and Tricks for Beginners
Introduction The guide, ’30 Quick Matplotlib Tips and Tricks for Beginners,’ provides a comprehensive guide to enhance your data visualization skills. It covers various techniques like importing Matplotlib, creating simple plots, customizing line styles, adding annotations, and mastering complex visualizations like 3D and polar plots. The guide offers clear explanations and code examples, helping beginners…
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A Beginner’s Guide to Evaluating RAG Pipelines Using RAGAS
Introduction In the ever-evolving landscape of machine learning and artificial intelligence, the development of language model applications, particularly Retrieval Augmented Generation (RAG) systems, is becoming increasingly sophisticated. However, the real challenge surfaces not during the initial creation but in the ongoing maintenance and enhancement of these applications. This is where RAGAS—an evaluation library dedicated to…
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Hugging Face Introduces LeRobot: The First Robotics Library
In a significant stride towards democratizing robotics, Hugging Face introduces LeRobot, a pioneering library tailored for real-world applications. This new library emerges as a bridge between cutting-edge research and tangible robotic behaviors. Let’s delve into the intricacies of this promising, community-driven initiative. Also Read: Hugging Face Releases World’s Largest Open Synthetic Dataset The Birth of…