Flowchart-RAG

A simple notebook that leverages OCR capabilities of gpt-4o for natural language retreival of flowcharts and code blocks from a PDF.

Repo Structure

utils.py : contains all the modules for using the app.
app.ipynb : the main notebook for running the modules.
extracted_data : folder containing the code and images inside the PDF.
image_desc_vectordb : chromadb vectorstore for descriptions of images generated by markitdown.

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
__pycache__		__pycache__
extracted_data		extracted_data
image_desc_vectordb		image_desc_vectordb
.gitignore		.gitignore
Codes_and_Flowcharts_Dataset.pdf		Codes_and_Flowcharts_Dataset.pdf
README.md		README.md
app.ipynb		app.ipynb
generated_flowchart.html		generated_flowchart.html
utils.py		utils.py