Welcome to Graphora
Graphora transforms unstructured documents into structured knowledge graphs using AI. Define a schema (or let AI suggest one), upload documents, and get a queryable knowledge graph — with built-in quality validation and human-in-the-loop review.Get Started in Minutes
Choose the path that works for you:Try the Demo
30 seconds. No signup. Upload a document and see extraction in action.
Google Colab
2 minutes. Run the quickstart notebook in your browser.
CLI
5 minutes. Install the CLI and extract graphs from the command line.
Key Features
Ontology-Driven Extraction
Define custom ontologies to extract exactly the entities and relationships you need
Schema Copilot
Build ontology schemas through natural language chat with AI
Quality Validation
Automated scoring, violation reports, and human review before data reaches production
Zero-Config Mode
Start with in-memory storage — no database setup required for local development
Graph Merging
Intelligently merge new data with existing knowledge graphs, with conflict resolution
Python Client & CLI
Integrate Graphora into your data pipelines or use the CLI for quick extractions
Explore the Docs
Quickstart Guide
Step-by-step guide to your first knowledge graph
Client Library
Use the Python client to integrate Graphora into your applications
CLI Reference
Extract knowledge graphs from the command line
Configuration
Environment variables, storage modes, and deployment options