Guides

These guides walk you through common tasks and best practices when working with the Catalyzed API.

Querying Data SQL syntax, joins, aggregations, and performance tips. Ingesting Data Write rows to tables with append, upsert, and delete modes. Vector Search Semantic similarity search with knn_search and embeddings. KB Reconciliation Keep Knowledge Bases current with automatic and manual sync. Schema Management Evolve table schemas safely with migrations. File Processing Upload and process PDFs, CSVs, and documents. Billing & Credits Understand the credit system and usage tracking.

Quality & Improvement

Evaluation Workflow End-to-end guide for measuring pipeline quality. Feedback Loops Capture signals and improve pipelines with synthesis. Promoting Executions Build example sets from verified production data.