bakrianoo/mini-rag

An Educational Project (step by step) to teach how to build a production-ready app for RAG application.

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Established

This project is an educational resource that teaches developers how to build a Retrieval Augmented Generation (RAG) application from scratch. It guides users through creating a system that takes text documents as input and can answer questions about their content. The end-user persona is a developer looking to understand and implement RAG applications in a production setting.

541 stars. No commits in the last 6 months.

Use this if you are a Python developer, particularly one who understands Arabic, and want a step-by-step guide to building a robust RAG application.

Not ideal if you are a non-developer seeking a ready-to-use RAG tool, or if you prefer learning materials in languages other than Arabic.

RAG development LLM application building Python backend production-ready applications educational programming
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

541

Forks

217

Language

Python

License

Apache-2.0

Last pushed

Aug 15, 2025

Commits (30d)

0

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