Quadratic regression is a classical machine learning technique to predict a single numeric value. Quadratic regression is an extension of basic linear regression. Quadratic regression can deal with ...
In this tutorial, we build an elastic vector database simulator that mirrors how modern RAG systems shard embeddings across distributed storage nodes. We implement consistent hashing with virtual ...
Este proyecto desarrolla un sistema de predicción de enfermedades cardiovasculares mediante técnicas de Machine Learning. El objetivo principal es clasificar pacientes según su riesgo de padecer ...
A complete, educational implementation of Retrieval-Augmented Generation (RAG) using Python, FastAPI, local embeddings, Chroma vector database, and Ollama LLM. This project is designed to teach RAG ...
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