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Welcome to Xin's AI Explorations! From machine learning basics to neural networks, let’s learn, experiment, and grow together in the exciting field of AI!
In the rapidly evolving world of AI, integrating tools seamlessly is crucial. This guide walks you through building a smart agent using Open-WebUI and MCPO, streamlining the process for efficiency and ease. What You’ll Learn Setting up Open-WebUI I...
Introduction In the realm of natural language processing, Retrieval Augmented Generation (RAG) has emerged as a powerful technique to enhance the performance of language models by incorporating external knowledge sources. In this blog post, we will e...
In today’s fast-paced tech world, staying updated with the latest news is crucial. However, manually reading through numerous articles can be time-consuming. LangChain is an open-source framework for building applications with large language models, ...
Understanding Classification in Supervised Learning
Understanding Linear Regression in Supervised Learning
We’ve learned the basic related concepts of AI and AI maths, now let’s continue our journey on Machine Learning. What is Machine Learning? Machine Learning is a subset of AI that enables systems to learn patterns from data and make predictions or dec...
