Build a RAG Application from Scratch — No LangChain, No LlamaIndex

In this tutorial, I’ll show you how to build a complete RAG application from scratch—no frameworks required. You’ll be able to chat with your own documents, whether they’re PDFs, Word files, or text files. We’ll use ChromaDB as our vector database and store all embeddings inside it.

Google Colab Code: https://colab.research.google.com/drive/1uA29Pc33qEfT3bIZ6VuSYds2MMEwvbgH?usp=sharing

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Happy Coding!

Tags:
#rag #ragscratch #generativeai #genai

Видео Build a RAG Application from Scratch — No LangChain, No LlamaIndex канала Muhammad Moin

rag rag from scratch rag from scratch no langchain build a rag application learn rag build a rag application from scratch create a RAG application from scratch retrieval augmented generation RAG with no langchain rag with no llamaindex rag using fundamental libraries

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13 ноября 2025 г. 13:56:25

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Muhammad Moin

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