> ## Documentation Index
> Fetch the complete documentation index at: https://docs.graphora.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Graphora Documentation

> The knowledge graph platform for unstructured data

# 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:

<CardGroup cols={3}>
  <Card title="Try the Demo" icon="play" href="https://demo.graphora.io">
    30 seconds. No signup. Upload a document and see extraction in action.
  </Card>

  <Card title="Google Colab" icon="flask" href="https://colab.research.google.com/github/graphora/graphora-api/blob/main/examples/quickstart.ipynb">
    2 minutes. Run the quickstart notebook in your browser.
  </Card>

  <Card title="CLI" icon="terminal" href="/platform/cli">
    5 minutes. Install the CLI and extract graphs from the command line.
  </Card>
</CardGroup>

## Key Features

<CardGroup cols={2}>
  <Card title="Ontology-Driven Extraction" icon="sitemap">
    Define custom ontologies to extract exactly the entities and relationships you need
  </Card>

  <Card title="Schema Copilot" icon="wand-magic-sparkles" href="/platform/schema-copilot">
    Build ontology schemas through natural language chat with AI
  </Card>

  <Card title="Quality Validation" icon="shield-check">
    Automated scoring, violation reports, and human review before data reaches production
  </Card>

  <Card title="Zero-Config Mode" icon="bolt" href="/platform/local-dev">
    Start with in-memory storage -- no database setup required for local development
  </Card>

  <Card title="Graph Merging" icon="code-merge">
    Intelligently merge new data with existing knowledge graphs, with conflict resolution
  </Card>

  <Card title="Python Client & CLI" icon="python" href="/client/installation">
    Integrate Graphora into your data pipelines or use the CLI for quick extractions
  </Card>
</CardGroup>

## Explore the Docs

<CardGroup cols={2}>
  <Card title="Quickstart Guide" icon="rocket" href="/quickstart">
    Step-by-step guide to your first knowledge graph
  </Card>

  <Card title="Client Library" icon="book-open" href="/client/introduction">
    Use the Python client to integrate Graphora into your applications
  </Card>

  <Card title="CLI Reference" icon="terminal" href="/platform/cli">
    Extract knowledge graphs from the command line
  </Card>

  <Card title="Configuration" icon="gear" href="/platform/configuration">
    Environment variables, storage modes, and deployment options
  </Card>
</CardGroup>