UltraParse

API

/prepare

Convert documents into Markdown, images and graphics included, and break them down into chunks.

/ingest

Vectorize the chunks into multiple sizes and precision, and store them in a database.

/query

Get most relevant documents based on semantic similarity, BM25 or both. Auto-rerank the results.

Ultraparse is a service provided by