End to End RAG Pipeline Folder Structure
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