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End to End RAG Pipeline Folder Structure

Published
1 min read
S
Passionate about coding and the limitless possibilities of cloud technology. I thrive on turning ideas into scalable, efficient solutions. Let's connect and explore the exciting synergy between code and the cloud! 🤖 AI / ML🧠| 📊 - Data Science | Azure☁️AWS | Linux🐧| Windows🖥️| Python | JAVA | 🐳 Docker | Git | Gitlab | ⚓️Kubernetes | 🚀 Jenkins CI/CD | 🏗️ terraform | SQL.

Installation

On Windows.

powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

Or With pip.

# pip install uv

\=> Create virtual enviroment

# uv venv

\=> Activate virtual enviroment

# .venv/Scripts/activate

# uv init

# requirements.txt

# uv add -r requirements.txt

# uv add ipykernel

\=> Create Folder 0-DataIngestParsing

# 1-DataIngest.ipynb file

# 2-DataParsing.ipynb file

\=> Create Folder Data > PDF>

📖 Read my full detailed blog here:
👉 https://shahrukh086.hashnode.dev/the-power-of-rag-in-modern-ai-applications