Pipeline tools - AiQL Docs

The pipeline tools mirror the API tools. An agent can call them individually or chain them as convert → split → shape → extract.

convert

Converts any URL into clean markdown.

Parameter	Type	Description
`url`	`string`	URL of the source to convert. A file URL of any extension, a web page, a YouTube video, or any other URL.

Returns the normalized markdown. See the Convert cookbook for details.

Breaks markdown content into smaller chunks that the later steps can process reliably.

Parameter	Type	Description
`markdown`	`string`	Markdown content to split.

Returns an ordered list of chunks. See the Split cookbook for details.

Inspects markdown content and infers a schema of the data it contains.

Parameter	Type	Description
`markdown`	`string`	Markdown content to infer a schema from.

Returns a schema of classes, properties, and relationships. See the Shape cookbook for details.

Pulls structured values out of markdown content according to a schema.

Parameter	Type	Description
`markdown`	`string`	Markdown content to extract from.
`schema`	`object`	Schema with `classes`, `properties`, and `relationships` to extract.

Returns a graph of nodes and relationships. See the Extract cookbook for details.

Tools called over MCP are billed the same as the equivalent API tools. See Pricing for credit rates.