GitHub - samrudhau/Multimodal-GraphRAG: A multimodal RAG system that builds a unified knowledge graph from both audio transcripts and PDF documents. LLMs extract entities, relationships, and chunk semantics. Neo4j stores the graph and vector embeddings. A FastAPI service answers questions by combining vector search, graph expansion, and LLM reasoning with source citation.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
data		data
src		src
.dockerignore		.dockerignore
Dockerfile		Dockerfile
docker-compose.yml		docker-compose.yml
requirements.txt		requirements.txt

About

A multimodal RAG system that builds a unified knowledge graph from both audio transcripts and PDF documents. LLMs extract entities, relationships, and chunk semantics. Neo4j stores the graph and vector embeddings. A FastAPI service answers questions by combining vector search, graph expansion, and LLM reasoning with source citation.

docker neo4j whisper pymupdf fastapi rag-pipeline qwen2-5