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GraphRAG: A scalable Docker-based Retrieval-Augmented Graph system built with LangChain. Integrates knowledge graph embeddings, vector retrieval, and LLM prompts seamlessly. Includes dynamic Docker orchestration, modular components, and clear usage examples.
GraphRAG Implementation using Docker and Langchain
Author : Rahul Bhoyar
Commands to run
Execute docker compose
docker compose up
Update the .env file
Install the dependencies
pip install -r requirements.txt
Open Jupyter Notebook
jupyter lab
About
GraphRAG: A scalable Docker-based Retrieval-Augmented Graph system built with LangChain. Integrates knowledge graph embeddings, vector retrieval, and LLM prompts seamlessly. Includes dynamic Docker orchestration, modular components, and clear usage examples.