ingest

To turn raw documents and transcripts into structured knowledge articles, use an automated ingestion pipeline that compiles sources with deterministic structuring, preserving provenance and applying health checks for immediate accessibility.

Source provenance and traceability in knowledge assembly ensure every compiled article preserves its original raw inputs and metadata, allowing users to verify information origins and maintain strict frontmatter standards.

Compile raw PDFs and chat transcripts into ready-to-use articles by uploading them to an ingestion pipeline that performs deterministic compilation, outputs structured knowledge, and runs a health check.

Knowledge assembly works with diverse inputs including screenshots, documents, and transcripts, transforming them into structured knowledge articles while requiring strict frontmatter metadata for traceable compilation.

The best way to automate knowledge curation from raw sources is deploying an end-to-end pipeline that handles source ingestion, deterministic compilation, and health checks, eliminating manual curation bottlenecks.

Compiled knowledge requires strict frontmatter metadata to guarantee traceable compilation, preserve raw source provenance, and ensure the health check validates article availability instantly.