NeuroGraph

Brain Connectivity Analysis powered by GraphRAG

Discover hidden connections between brain regions using knowledge graph traversal combined with vector search. Ask complex multi-hop questions that standard RAG cannot answer.

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Knowledge Graph

Brain regions, neural pathways, and their connections modeled as an interactive knowledge graph.

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Multi-Hop Reasoning

Follow chains of relationships across multiple documents to find answers that simple retrieval misses.

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3D Visualization

Explore brain connectivity in an interactive 3D force-directed graph with animated query paths.

Explore the Network

Interactive visualization of neural connections and literature-derived relationships.

How It Works

1

Document Ingestion

Neuroscience texts are processed and entities (regions, tracts, functions) are extracted.

2

Knowledge Graph Construction

Entities and relationships form a traversable graph alongside a vector index.

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Multi-Hop Query

Questions trigger both graph traversal and vector search, then an LLM synthesizes the answer.