KnowledgeGraph RAG

This project uses Neo4j to store a knowledge graph, LangChain and Ollama for RAG, and hybrid vector search to analyze real sales data, enabling advanced, context-aware analytics and insights from structured business information.

• Create a Knowledge Graph using neo4j and noe4j desktop allows to run a local database.
• Connect your Neo4j by using username, password, url just change it in .env to access it easily.

Install Requirements

pip install requirements.txt 

Clone this project and create your own Knolwedge graph retrieval.