Build a RAG System from Scratch with Python
Description:
GitHub repo link - https://github.com/sjsoumil/RAG-vs-GraphRAG
In this hands-on video, you will build a complete classic RAG system from scratch using Python, LangChain, OpenAI, and ChromaDB. This is a fully running, end-to-end implementation with live output shown on screen.
What you will build:
A document ingestion pipeline with loaders and chunking
An embedding pipeline using OpenAI embeddings
A vector store with ChromaDB for similarity search
A retrieval and generation pipeline with LangChain
Live query runs with actual outputs shown
This is a prerequisite before you comp…
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