uip ixp documents & labellings

Syntax and options for `uip ixp documents` and `uip ixp labellings`, which manage training documents and review/confirm the model's predictions on them.

uip ixp documents manages a project's raw training documents (upload/download/delete/list). uip ixp labellings reviews and confirms the model's predictions on those documents — the human-in-the-loop step that produces ground truth for retraining. See Concepts on the parent page for how this fits into the training loop.

Zusammenfassung

uip ixp documents list <project-name> [-l, --limit <n>] [--offset <n>]
uip ixp documents download <project-name> <document-id> [-o, --output <path>]
uip ixp documents upload <project-name> <file>
uip ixp documents delete <project-name> <document-id> -y

uip ixp labellings confirm <project-name> [document-id] [-f, --fields <ids>] [-c, --corrections <json>] [--group <name>] [--occurrence <n>] [--updates <json>] [-m, --model-version <n>]
uip ixp labellings unconfirm <project-name> <document-id> [-f, --fields <ids>] [--group <name>] [--occurrence <n>] [--updates <json>]
uip ixp labellings mark-missing <project-name> <document-id> -f, --fields <ids>
uip ixp labellings get-predictions <project-name> [document-id]

uip ixp documents

Read IXP document content.

uip ixp documents list

List all documents in a project.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.

Optionen

Short	Long	Wert	Standard	Beschreibung
-l	--limit <number>	1-10000	50	Number of items to return.
–	--offset <number>	0-1000000	0	Number of items to skip.

Beispiele

uip ixp documents list my-invoices

uip ixp documents list my-invoices --limit 100 --offset 100

Datenform (--output json)

{
  "Code": "IxpDocumentsList",
  "Data": {
    "Documents": [
      { "DocumentId": "5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21", "AttachmentRef": "c1a7e9d3-8b2f-4e60-9a15-7d3c6f0b4e28", "Filename": "invoice-001.pdf" }
    ],
    "Total": 120,
    "Offset": 0,
    "Limit": 50
  }
}

uip ixp documents download

Download the original document file (PDF/PNG/JPG/etc.) for viewing. The file's extension is auto-corrected to match the real content type the server reports — it doesn't trust --output's extension.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
<document-id>	ja	Document ID.

Optionen

Short	Long	Wert	Standard	Beschreibung
-o	--output <path>	Pfad	a generated tmpdir path	Output file path. Extension is auto-corrected (e.g. .jpeg/.tiff are accepted as equivalent to .jpg/.tif, otherwise a mismatched or missing extension is replaced/appended).

Beispiel

uip ixp documents download my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 -o ./doc

Datenform (--output json)

{
  "Code": "IxpDocumentsDownload",
  "Data": { "Path": "./doc.pdf", "ContentType": "application/pdf", "SizeBytes": 102400 }
}

uip ixp documents upload

Upload a document file to an existing project. Rejects unsupported file extensions client-side before any network call.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
<file>	ja	Path to the document file to upload.

Beispiel

uip ixp documents upload my-invoices ./invoice.pdf

Datenform (--output json)

{
  "Code": "IxpDocumentsUpload",
  "Data": {
    "ProjectName": "my-invoices",
    "Filename": "invoice.pdf",
    "AttachmentRef": "c1a7e9d3-8b2f-4e60-9a15-7d3c6f0b4e28",
    "DocumentId": "5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21"
  }
}

uip ixp documents delete

Delete a document from a project.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
<document-id>	ja	Document ID.

Optionen

Short	Long	Erforderlich	Beschreibung
-y	--yes	ja	Confirm this irreversible operation.

Beispiel

uip ixp documents delete my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21

Datenform (--output json)

{ "Code": "IxpDocumentsDelete", "Data": { "Status": "ok" } }

uip ixp labellings

Manage IXP labellings and predictions — the human review step that turns model predictions into confirmed ground truth.

Hinweis:

confirm and get-predictions accept an optional [document-id] — omitting it applies the operation across every document in the project. This project-wide form is deprecated and will be removed in a future release; a [WARN] line is written to stderr when you omit it (stdout stays parseable for --output json scripting). Pass a document id, found via uip ixp documents list.

Repeatable field groups: targeting occurrences

For a repeatable field group (e.g. "Line Items" with one occurrence per invoice line), confirm and unconfirm share a common targeting model via --group:

Flaggen	Auswirkung
--group <name> alone	Targets every occurrence of the group.
--group <name> --occurrence <n>	Targets exactly one occurrence (0-based index) — the single-line ergonomic form. Requires --group and a document id.
--group <name> --updates <json>	Targets several specific occurrences in one atomic call: [{"occurrence":<n>,"fields"?:[...],"corrections"?:{...}}] (confirm) or [{"occurrence":<n>,"fields"?:[...]}] (unconfirm). --updates is the superset — --occurrence <n> is equivalent to a single-entry --updates. Mutually exclusive with --occurrence, --fields, and (for confirm) --corrections.

--group must be the full label path exactly as shown in the Name field of get-predictions output (e.g. "Invoice > Line Items"), not just the leaf name.

uip ixp labellings confirm

Confirm IXP-generated predictions as ground truth for one document.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
[document-id]	nein	Document ID. Omitting it confirms every document in the project — deprecated.

Optionen

Short	Long	Wert	Beschreibung
-f	--fields <field-ids>	comma-separated	Field IDs to confirm. Omit to confirm all predicted fields. Without --group, confirms each field ID across every occurrence it appears in; with --group --occurrence, confirms only within that occurrence.
-c	--corrections <json>	JSON array	Override predicted values while keeping references: [{"field_id":"...","value":"corrected"}]. Applies across every occurrence the field appears in (or the targeted occurrence). Mutually exclusive with --updates.
–	--group <name>	string	Target field group — see targeting table above.
–	--occurrence <index>	Integer	Single-occurrence index within --group. See targeting table above.
–	--updates <json>	JSON array	Batched multi-occurrence form. See targeting table above.
-m	--model-version <version>	non-negative integer	Optimistic-concurrency guard: the model version (from get-predictions' ModelVersion) the predictions were reviewed against. If a retrain produced a newer version since, the confirm is rejected rather than stamping drifted values as ground truth. Omit to skip the check.

Beispiele

# Confirm a single document with a field filter and a correction
uip ixp labellings confirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 \
  -f a7c3e9105f2b4d86,b2f8a01c7d3e6940 -c '[{"field_id":"a7c3e9105f2b4d86","value":"INV-7654321"}]'

# Confirm all predicted fields on a document as-is
uip ixp labellings confirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21

# Confirm every occurrence of a repeatable group
uip ixp labellings confirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 --group "Line Items"

# Single occurrence
uip ixp labellings confirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 \
  --group "Line Items" --occurrence 2

# Batched: confirm one field in two specific occurrences, in one atomic call
uip ixp labellings confirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 \
  --group "Loan and Property" --updates '[{"occurrence":0,"fields":["e9b1746c0a2f5d83"]},{"occurrence":2,"fields":["e9b1746c0a2f5d83"]}]'

Datenform (--output json)

{
  "Code": "IxpLabellingsConfirm",
  "Data": { "ProjectName": "my-invoices", "TotalDocuments": 1, "PredictionsConfirmed": 1 }
}

TotalDocuments/PredictionsConfirmed count documents, not fields (PredictionsConfirmed is 0 or 1 per document — this preserves the legacy CLI's per-document contract even though the underlying field count may be higher).

uip ixp labellings unconfirm

Remove confirmations from a document — the targeted fields go back to un-annotated. Use to roll back a mistaken confirm/mark-missing. Every other annotation on the document is carried forward. Shares confirm's --group/--occurrence/--updates targeting model (see table above), minus --corrections/--model-version.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
<document-id>	ja	Document ID.

Optionen

Short	Long	Wert	Beschreibung
-f	--fields <field-ids>	comma-separated	Field IDs to unconfirm.
–	--group <name>	string	Target field group.
–	--occurrence <index>	Integer	Single-occurrence index.
–	--updates <json>	JSON array	Batched multi-occurrence form: [{"occurrence":<n>,"fields"?:[...]}].

At least one of --fields/--group is required — unconfirming an entire document implicitly is not allowed.

Beispiele

uip ixp labellings unconfirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 \
  -f a7c3e9105f2b4d86,b2f8a01c7d3e6940

uip ixp labellings unconfirm my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 --group "Line Items"

Datenform (--output json)

{
  "Code": "IxpLabellingsUnconfirm",
  "Data": {
    "ProjectName": "my-invoices",
    "DocumentId": "5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21",
    "FieldsUnconfirmed": 2,
    "Unmatched": []
  }
}

uip ixp labellings mark-missing

Mark fields as missing in a document — annotated as having no value and no location. Use when the field is genuinely absent.

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
<document-id>	ja	Document ID.

Optionen

Short	Long	Wert	Erforderlich	Beschreibung
-f	--fields <field-ids>	comma-separated	ja	Field IDs to mark as missing.

Beispiel

uip ixp labellings mark-missing my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21 \
  -f a7c3e9105f2b4d86,b2f8a01c7d3e6940

Datenform (--output json)

{
  "Code": "IxpLabellingsMarkMissing",
  "Data": {
    "ProjectName": "my-invoices",
    "DocumentId": "5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21",
    "FieldsMarked": 2,
    "Unmatched": []
  }
}

uip ixp labellings get-predictions

Get IXP model predictions for documents in a project — predicted labels and field values, plus the ModelVersion that produced them (null when a document has no predictions yet).

Argumente

Name	Erforderlich	Zweck
<project-name>	ja	Project name.
[document-id]	nein	Document ID. Omitting it fans out across every document in the project — deprecated.

Beispiele

uip ixp labellings get-predictions my-invoices 5f3a9c21-7e4b-4d8a-9f12-6c0b8e3d2a14.7f3c8a21

Datenform (--output json)

{
  "Code": "IxpLabellingsGetPredictions",
  "Data": { "ProjectName": "my-invoices", "TotalDocuments": 1, "DocumentsWithPredictions": 1, "Predictions": [] }
}

Predictions entries preserve the API's native PascalCase, including a per-label Occurrence index for repeatable groups.

Zugehörig

• uip ixp — concepts and the full resource directory.
• uip ixp projects — get-metrics to check labelling quality; publish to ship a retrained model.
• uip ixp taxonomy — the fields/groups predictions here are scored against.

Siehe auch

• IXP tool overview
• Globale Optionen
• Exitcodes