This repository provides the entire pipeline to create a knowledge graph from an unstructured data (like text) using both, classical techniques giving the LLM a chain of thought, as well as using the modern approach of using a transformer and with libraries like langchain and langgraph. Thus created graph can be visualized/queried on Neo4j database