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Documents

Documents

⚡ Built-in — Platform Built-in

Extract text from uploaded documents (CVs, certificates): PDF with per-page OCR fallback, DOCX, plain text and images. Runs on our own servers; no document is sent to a third party. Members ingest their own gated-files upload, read back only their own result, and confirm or reject the skill candidates found in it.

⚡ Built-in — No Setup Required This integration is built into the WebsitePublisher platform. All endpoints are available immediately — no API key needed.

Endpoints (9)

POST ingest

Queue text extraction for your own member upload. Requires a verified tenant_auth session (wst_ Bearer). The file must be a gated-files member upload by you, in your tenant. Idempotent: offering the same file again returns the same extraction. Returns { extraction_id, status, record_id, existing }.

Field Type Required Description
file_id integer ✓ Yes file_id from gated-files/put-upload.
POST status

Status and result of one of your own extractions. Requires a verified tenant_auth session. Returns status (queued | extracting | ok | partial | failed), method, quality, errors, notes and per-page metadata; the text only with include_text=true.

Field Type Required Description
extraction_id integer ✓ Yes extraction_id from ingest.
include_text boolean No Include the extracted text (default false).
POST my-candidates

Skill candidates from one of your own extractions, for review. Requires a verified tenant_auth session. Returns candidates_status (queued | running | ok | failed; null before the first run) and the candidates: occupations, software and skills, each grounded in O*NET with the CV lines as evidence. Default filter: pending. After a new candidate run, undecided candidates get new candidate_ids — fetch the list again before deciding.

Field Type Required Description
extraction_id integer ✓ Yes extraction_id from ingest.
status string No Filter: pending (default) | confirmed | rejected | all.
POST decide

Confirm or reject skill candidates from one of your own extractions. Requires a verified tenant_auth session and skill confirmation enabled for the project. A confirmed candidate becomes a record in the configured skill entity under your identity, with its computation trace; a rejected candidate stays out of your profile. A decision is final: deciding again returns skipped, an unknown or outdated candidate_id returns not_found. Returns { extraction_id, results, counts }.

Field Type Required Description
extraction_id integer ✓ Yes extraction_id from ingest.
decisions array ✓ Yes List of { candidate_id, decision: confirm | reject }; at most 200, each candidate_id once.
POST configure

Project settings. ingest_enabled switches member ingest on (default off). record_entity names the MAPI entity for the per-upload anchor record; it must have the fields gated_file_id, extraction_id and original_filename, an owner_field and create: { verified: self }. skill_entity names the MAPI entity for confirmed candidates; it must have the trace fields item_kind, onet_ref, onet_category, match_type, match_score, evidence, candidate_id, extraction_id, method_version and onet_release, an owner_field and create: { verified: self }. skill_field_map maps anchor_record_id, label and rank to field names of that entity. All checked on save. Send an empty record_entity to switch the anchor record off, an empty skill_entity to switch confirmation off.

Field Type Required Description
ingest_enabled boolean No Allow members to ingest uploads (default false).
record_entity string No MAPI entity for the anchor record, or empty for none.
skill_entity string No MAPI entity for confirmed candidates, or empty to switch confirmation off.
skill_field_map object No Field names in skill_entity: { anchor_record_id, label, rank }.
POST extraction

Full extraction for the owner: status, text, per-page text and methods, quality, engines, errors and notes. For review and for the skill-extraction step.

Field Type Required Description
extraction_id integer ✓ Yes Extraction ID.
POST tools-status

Which extraction programs are installed on the serving node, with versions and OCR languages. Diagnostics after an install or deploy.

No input parameters required.

POST candidates

Skill candidates found in one extraction: occupations (from job titles), software and skills, each grounded in the occupations reference, with the CV lines as evidence, the method version and the O*NET release. Candidates are not profile data until the member confirms them.

Field Type Required Description
extraction_id integer ✓ Yes Extraction ID.
status string No Filter: pending | confirmed | rejected. Default all.
POST regenerate

Queue a new candidate run for an extraction, for example after the method improved. Candidates the member already confirmed or rejected stay as they are.

Field Type Required Description
extraction_id integer ✓ Yes Extraction ID.

MCP Tool Names

When using this integration through an AI assistant (Claude, ChatGPT, Cursor, etc.), the endpoints are available as MCP tools:

EndpointMCP Tool Name
ingest documents_ingest
status documents_status
my-candidates documents_my_candidates
decide documents_decide
configure documents_configure
extraction documents_extraction
tools-status documents_tools_status
candidates documents_candidates
regenerate documents_regenerate
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