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Give an app storage that survives restarts and deploys, or grow the storage it already has. Call this when the app has to keep files: a SQLite database file, uploads, or anything the user expects to still be there tomorrow. The app reads and writes the folder at the path in the DATA_DIR environment variable, which Dockhold sets; anything written outside DATA_DIR is scratch space and is lost on the next restart. size_gb must be one of the sizes get_resource_usage reports under volume.steps_gb and has to fit your storage pool, which is the same pool a managed database draws on, so call get_resource_usage first. Storage can grow but never shrink. Three things to tell the user before calling this: an app with storage runs as a single copy, it cannot have scheduled tasks, and from now on each deploy stops the running version before the new one starts, so the app is unreachable for a few seconds. Write the app to save its files when it receives SIGTERM.

Search the regulatory corpus using keyword / trigram matching. Uses PostgreSQL trigram similarity on document titles and summaries. Returns documents ranked by relevance with summaries and classification tags. Prefer list_documents with filters (regulation, entity_type, source) first. Only use this for free-text keyword search when structured filters aren't sufficient. Args: query: Search terms (e.g. 'strong customer authentication', 'ICT risk', 'AML reporting'). per_page: Number of results (default 20, max 100).