Build with AI

Savanna's AI Build feature allows you to transform raw data into an actionable graph in minutes. It automates the most time-consuming parts of graph modeling.

1. How it Works

The AI Build engine analyzes your sample data files to understand relationships and entity types.

1. Upload: Provide CSV/TSV files with headers (Max 1GB).
2. Analyze: AI drafts a recommended Graph Schema.
3. Map: AI automatically maps CSV columns to vertex/edge attributes.
4. Deploy: The system builds the schema, loads data, and installs starter queries.

2. Prerequisites & Limits

• Data Format: CSV/TSV with clear headers.
• Column Limit: Maximum 120 columns across all uploaded files.
• Size: 1GB total limit for the AI-assisted flow.

3. The "Manual Edit" Option

While the AI provides a "best guess" schema, you retain full control.

• You can review the AI-drafted schema before deployment.
• Switch to Manual Edit mode to fine-tune primary IDs, data types, or relationship cardinality.

4. Next Steps after AI Build

Once the AI finishes the build (typically 3–5 minutes):

• Explore: Use the Explore Graph tool to visualize the newly loaded data.
• Query: Open the GSQL Editor to run the pre-installed analytical queries.
• Refine: Use the Schema Designer to add more types or attributes manually.

[!TIP] AI Build is perfect for rapid prototyping and "Day 0" development. For complex production schemas, use the drafted schema as a foundation and then apply manual optimizations.