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graph-rag-ai-assistant

Graph RAG AI assistant for Data Day Texas 2024

  1. Constuct a knowledge graph with Diffbot API based on text data scraped from the website of Data Day Texas.

  2. Transform and laod knowlegde graph data into Neo4j database. For step 1 & 2, you can find them in graph-rag.ipynb, while modified DiffbotGraphTransformer is included in modified_diffbot_graph_transformer.ipynb

  3. Connect graph database to Streamlit to enable AI chatbot with graph interface.