Data STUDIO

Sep 18, 2025 · Artificial Intelligence

Build a RAG App from Scratch: Master Text Chunking, Vector Retrieval, and Coreference Resolution

This tutorial walks through building a Retrieval‑Augmented Generation (RAG) system from the ground up, covering document parsing, text chunking strategies, vector store creation with ChromaDB, semantic search, prompt engineering for LLMs, conversation memory, coreference handling, and practical optimization tips, all illustrated with complete Python code.