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Published: Oct 18, 2026 License: Apache-2.0

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Package documentreader groups the explicit, agent-invocable tools built on a document-conversion backend: read_document_url (fetch+convert a remote document) and convert_document (convert a local file that native extraction can't handle well - scanned PDFs, complex slide decks, audio).
Package documentreader groups the explicit, agent-invocable tools built on a document-conversion backend: read_document_url (fetch+convert a remote document) and convert_document (convert a local file that native extraction can't handle well - scanned PDFs, complex slide decks, audio).
Package searchsession provides a cancellable, streaming search: unlike the grep/glob tools (which block until ripgrep finishes and return everything at once), search_start spawns ripgrep as a background job and returns immediately with a job_id - job_output (offset/tail-capable, see internal/tools/bash) paginates through matches as they accumulate, job_kill cancels a search that's taking too long or targeting too much, and task_list shows what's running.
Package searchsession provides a cancellable, streaming search: unlike the grep/glob tools (which block until ripgrep finishes and return everything at once), search_start spawns ripgrep as a background job and returns immediately with a job_id - job_output (offset/tail-capable, see internal/tools/bash) paginates through matches as they accumulate, job_kill cancels a search that's taking too long or targeting too much, and task_list shows what's running.

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