Langchain/Langgraph Documentation RAG

RAG Chatbot system built on Langchain/Langgraph documentations using Databricks.

Langchain/Langgraph documentation data scraped with Apify

Original code from the following guides:

1. https://www.youtube.com/watch?v=p4qpIgj5Zjg
2. https://github.com/azbarbarian2020/RAG-Chatbot

src folder:

0.databricks_secrets.ipynb Creates the secret scope and adds the PAT token.

1.csv_to_table.ipynb Converts Langgraph/Langchain documentation CSV data to a table on Unity Catalog.

2.vector_idx.ipynb Creates the vector search endpoint and the vector search index.

3.rag.ipynb Creates the RAG chatbot.

config.py Configuration file for the notebooks above.