kairos-projection-generation

You can generate dbt models and Neo4j graph schemas from an ontology by using a projection generation tool that transforms domain knowledge into downstream artifacts, accelerating data product deployment.

Ontology projections are transformations of domain knowledge into deployable artifacts like silver DDL and search indexes. You need them to accelerate the realization of insights from your structured domain models.

Yes, you can generate Azure Search indexes and a2ui UI schemas from a single ontology source. The projection process supports multiple targets, including search indexes and UI schemas, to streamline deployment.

Yes, you need the kairos-ontology-toolkit to generate Power BI artifacts and LLM prompts. It provides the CLI workflow required to process ontology sources and produce the downstream projection outputs.

You can target specific outputs for incremental updates by using the CLI workflow. This allows you to generate individual projections like dbt models or search indexes rather than processing all domains at once.

The best way to monitor traceability and quality is to review the projection report. The generation process produces this report alongside the output structure to track success and quality metrics.