{"repo":"bakrianoo/mini-rag","free":true,"listed":false,"github":"https://github.com/bakrianoo/mini-rag","clone":"git clone https://github.com/bakrianoo/mini-rag.git","description":"An Educational Project (step by step) to teach how to build a production-ready app for RAG application.","language":"Python","stars":687,"topics":["docker","education","fastapi","genai","python","rag"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"mini-rag This is a minimal implementation of the RAG model for question answering. The Course This is an educational project where all of the codes where explained (step by step) via a set of Arabic youtube videos. Please check the list: # Title Link Codes --- ------------------------------------------ ------------------------------------------------------------------------------------------------------ ---------------------------------------------------- 1 About the Course ماذا ولمـــاذا Video NA 2 What will we build ماذا سنبنى في المشروع Video NA 3 Setup your tools الأدوات الأساسية Video NA 4 Project Architecture Video branch 5 Welcome to FastAPI Video branch 6 Nested Routes + Env Values Video branch 7 Uploading a File Video branch 8 File Processing Video branch 9 Docker - MongoDB - Motor Video branch 10 Mongo Schemes and Models Video branch 11 Mongo Indexing Video branch 12 Data Pipeline Enhancements Video branch 13 Checkpoint-1 Video branch 14 LLM Factory Video branch 15 Vector DB Factory Video branch 16 Semantic Search Video branch 17 Augmented Answers Video branch 18 Checkpoint-1 + Fix Issues Video branch 19 Ollama Local LLM Server Video branch 20 From Mongo to Postgres + SQLAlchemy & Alembic Video branch 21 The way to PgVector Video branch 22 App Deployments 1/2 Video branch 22 App Deployments 2/2 Video branch 24 Celery Workers 1/2 Video branch 25 Celery Workers 2/2 Video branch Requirements - Python 3.10 Install Dependencies Install Python using MiniConda 1) Download ","default_branch":null,"files":null,"tree":[],"storefront":"/r/bakrianoo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/bakrianoo/mini-rag/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}