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 ...
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 ...
This repository contains curated weekly and milestone projects built during a 16-week structured journey into AI Systems & Agentic Architectures. Each project is cleaned, structured, and documented ...
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