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RAG Pipeline from Scratch

Build retrieval-augmented generation end to end: chunk, embed, retrieve with cosine similarity, and ground an LLM answer with citations

Notebook Content Will Display Here

After converting the notebook to HTML, it will appear here.

To display this notebook:

  1. Run the notebook in Jupyter with all cells executed
  2. Save the notebook with outputs: File → Save and Checkpoint
  3. Convert to HTML: jupyter nbconvert --to html rag-pipeline-from-scratch.ipynb
  4. Place the HTML file in /public/notebooks/

Alternative viewing options:

  • Download and run in Jupyter Notebook or JupyterLab
  • Open in Google Colab for cloud-based execution
  • View on GitHub (renders .ipynb files automatically)
Jupyter Notebooks | MachinaLearning