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semantica/docs/getting-started.md
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Getting Started

Welcome to Semantica! This guide will help you get up and running quickly.

!!! note "First Time User?" If you're new to knowledge graphs or semantic processing, we recommend starting with the Core Concepts guide to understand the fundamentals before diving into code.

Choose Your Path

=== "🚀 Quick Start (5 min)"

Get Semantica running in 5 minutes:

1. **[Install Semantica](installation.md#basic-installation)**
2. **[Run Your First Example](quickstart.md#step-2-your-first-knowledge-graph)**
3. **[Explore Examples](examples.md)**

Perfect for: Trying Semantica quickly

=== "📚 Complete Guide (30 min)"

Learn Semantica thoroughly:

1. **[Installation](installation.md)** - Complete setup guide
2. **[Quick Start](quickstart.md)** - Step-by-step tutorial
3. **[Core Concepts](concepts.md)** - Understand the framework
4. **[Examples](examples.md)** - Real-world use cases
5. **[API Reference](api.md)** - Full API documentation

Perfect for: Learning the framework properly

=== "🎓 Interactive Learning"

Learn by doing with Jupyter notebooks:

1. **[Cookbook Overview](cookbook.md)** - Browse all tutorials
2. **[Start with Introduction](cookbook.md#introduction)** - Beginner notebooks
3. **[Try Use Cases](cookbook.md#use-cases)** - Domain-specific examples

Perfect for: Hands-on learners

!!! tip "Choose Your Path" Not sure where to start? The Quick Start path (5 min) is perfect for trying Semantica quickly, while the Complete Guide (30 min) provides thorough understanding for production use.

What Can You Build?

Semantica helps you transform unstructured data into intelligent knowledge:

  • Knowledge Graphs from documents, websites, databases
  • Semantic Layers for AI applications
  • Entity & Relationship Extraction from text
  • Conflict Resolution across multiple data sources
  • GraphRAG Systems for enhanced AI responses

Common Use Cases

Research & Analysis

  • Extract knowledge from research papers
  • Build domain-specific knowledge graphs
  • Analyze relationships in literature

Business Intelligence

  • Process company documents
  • Build organizational knowledge bases
  • Integrate multiple data sources

AI Applications

  • Power GraphRAG systems
  • Enhance AI agent memory
  • Build semantic search systems

!!! warning "Installation First" Make sure you have Semantica installed before proceeding. If you encounter any issues, check the Installation Guide troubleshooting section.

Next Steps

Once you're set up:

  1. Install Semantica if you haven't already
  2. Follow Quick Start to build your first KG
  3. Explore Examples for inspiration
  4. Check Cookbook for interactive tutorials

Need Help?


Ready to start? Head to the Installation Guide!