Transform Documents into Knowledge Graphs

Upload your documents and let AI automatically extract entities, relationships, and insights. Ask questions and get answers grounded in your knowledge base.

Neo4jLLMPythonNext.js
Multi-format SupportPDF, DOCX, TXT, Markdown
AI-Powered AnalysisLLM Entity Extraction
Interactive VisualizationForce-graph Exploration
Real-time ChatSource-grounded Answers

Powerful Features

Everything you need to turn unstructured documents into actionable knowledge.

Knowledge Graph

Automatic entity and relationship extraction powered by LLM. Identifies key concepts and their connections.

Smart Chat

Get answers with source citations and entity references. Full transparency on where answers come from.

Graph Visualization

Interactive force-directed graph with search and filtering. Explore the structure of your knowledge intuitively.

Community Detection

Automatic topic clustering with Leiden algorithm. Discover hidden patterns in your data.

How It Works

Transform unstructured documents into structured knowledge in three steps.

1

Upload Documents

Upload PDF, DOCX, TXT, or Markdown files. We handle the rest.

2

Build Knowledge Graph

AI extracts entities and relationships, building a connected knowledge graph.

3

Chat with Your Data

Ask questions and get answers with source citations from your knowledge base.

Technical Pipeline

From documents to knowledge, end-to-end automation

Document Ingestion

Parse and chunk documents in multiple formats

AI Processing

Extract entities and relationships with LLM, generate embeddings

Graph Storage

Store knowledge graph and vector indexes in Neo4j

Smart Search

Provide accurate answers with hybrid retrieval

Neo4jFastAPILangChainNext.js

Ready to discover the connections in your knowledge?

Upload your documents now and experience AI-powered knowledge graphs.

Get Started Free