curl --request POST \
--url https://ndi-api.nace.ai/v1/workspaces/{workspace_id}/fact-search \
--header 'Content-Type: application/json' \
--header 'X-API-Key: <api-key>' \
--data '
{
"query": "<string>"
}
'{
"created_at": "2023-11-07T05:31:56Z",
"job_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"status": "queued",
"cost": {
"lines": [
{
"amount_usd": "<string>",
"execution": "fresh",
"operation": "parse",
"quantity": 1,
"unit": "page",
"unit_price_usd": "<string>",
"reuse_reason": "reused_parse"
}
],
"pricing_version": "<string>",
"total_usd": "<string>",
"currency": "USD"
},
"credit_schedule_version": 123,
"credits": 123,
"deleted_at": "2023-11-07T05:31:56Z",
"effort": "<string>",
"error": {
"code": "invalid_request",
"message": "<string>",
"retryable": true,
"detail": {},
"request_id": "<string>"
},
"finished_at": "2023-11-07T05:31:56Z",
"force": true,
"idempotency_key": "<string>",
"kind": "intelligent_search",
"name": "<string>",
"payload_expires_at": "2023-11-07T05:31:56Z",
"progress": {
"items_done": 0,
"items_failed": 0,
"items_total": 123,
"knowledge_graph": {
"countable": true,
"phase_count": 123,
"phase_index": 123,
"documents": 123,
"mentions": 123,
"step": "<string>",
"step_done": 123,
"step_total": 123
},
"routing": {
"final": "fact",
"reason": "<string>",
"router_model": "<string>",
"selected": "fact",
"delegated_wall_ms": 123,
"fact_wall_ms": 123,
"router": {
"kind": "llm"
},
"router_wall_ms": 123
},
"stage": "<string>",
"units_done": 0,
"units_total": 123
},
"project_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"query": "<string>",
"query_scope": {
"type": "workspace"
},
"result": {
"answer": "<string>",
"cache": {
"cached_at": "2023-11-07T05:31:56Z",
"served_from_cache": true,
"verified_at": "2023-11-07T05:31:56Z",
"source_job_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
},
"candidates_seen": 0,
"claims": [
{
"claim": "<string>",
"claim_id": "<string>",
"reference": {
"cited_value": "<string>",
"kind": "result_cell",
"result_id": "<string>",
"column": "<string>",
"row": 123
},
"answer_excerpt": "<string>",
"answer_occurrence": 0,
"evidence_indices": [
123
]
}
],
"clarification": "<string>",
"command_receipts": [
{
"command": "<string>",
"outputs": {},
"result_id": "<string>",
"stdout": "<string>"
}
],
"confidence": "certain",
"coverage": {
"labels_required": [
"<string>"
],
"request_access_hint": "<string>",
"restricted_candidates": 0
},
"evidences": [
{
"quote": "<string>",
"source_path": "<string>",
"component": "<string>",
"derivation": {
"steps": [
{
"kind": "extraction",
"label": "<string>",
"result_id": "<string>",
"sql": "<string>",
"preview_rows": [
{}
],
"reads": [
"<string>"
]
}
]
},
"page": 123,
"queries": [
{
"sql": "<string>",
"columns": [
{
"data_type": "<string>",
"name": "<string>"
}
],
"grounding_reason": "<string>",
"grounding_status": "exact",
"preview_truncated": false,
"regions": [
{
"a1_range": "<string>",
"source_path": "<string>",
"basis": "verified",
"bounding": false,
"kind": "sheet",
"matched_rows": 0,
"scan_index": 123,
"scan_label": "<string>",
"sheet_name": "<string>"
}
],
"result_id": "<string>",
"row_count": 0,
"rows": [
{}
],
"source_paths": [
"<string>"
],
"supports_answer": true,
"verified": false
}
],
"relevance": "",
"source_file_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
],
"exhausted": false,
"grounding_job_ids": [
"3c90c3cc-0d44-4b50-8888-8dd25736052a"
],
"reasoning": "<string>",
"result_type": "intelligent_search",
"session_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"sql_receipts": [
{
"result_id": "<string>",
"sql": "<string>",
"columns": [
"<string>"
],
"executor": "<string>",
"grounding_status": "exact",
"handle": "<string>",
"parameters": {},
"replay": {
"catalog_sha256": "<string>",
"engine": "duckdb",
"engine_threads": 123,
"engine_version": "<string>",
"kind": "aggregate",
"logical_plan_sha256": "<string>",
"normalized_sql": "<string>",
"result_artifact_sha256": "<string>",
"result_data_sha256": "<string>",
"result_digest_version": "<string>",
"sql_sha256": "<string>",
"result_dependencies": [
"<string>"
],
"schema_version": 1
},
"result_row_count": 0,
"row_count": 0,
"rows": [
{}
],
"saved_as": "<string>",
"table_bindings": [
{
"path": "<string>",
"table_name": "<string>",
"component": "<string>",
"source_sha256": "<string>"
}
],
"truncated": false,
"view_sql": "<string>",
"views_used": [
"<string>"
],
"warnings": [
"<string>"
]
}
],
"steps_used": 0,
"structured_answer": "<unknown>",
"tool_calls": [
{
"arguments_digest": "<string>",
"duration_ms": 123,
"hits": 123,
"tool": "<string>"
}
],
"usage": {
"by_model": [
{
"model": "<string>",
"cached_input_tokens": 0,
"input_tokens": 0,
"output_tokens": 0,
"requests": 0
}
],
"cached_input_tokens": 0,
"input_tokens": 0,
"output_tokens": 0,
"requests": 0
}
},
"result_state": "available",
"source": {
"upload_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"type": "upload"
},
"started_at": "2023-11-07T05:31:56Z",
"surface": "deep_search",
"units": 0,
"usage": {
"lines": [
{
"credits": 1,
"credits_per_unit": 1,
"multiplier": 2,
"part": "parse",
"quantity": 1,
"unit": "page",
"waiver": {
"part": "parse",
"reason": "reused_parse",
"source_job_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}
]
},
"usage_final": false,
"usage_finalized_at": "2023-11-07T05:31:56Z",
"workspace_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}{
"error": {
"code": "invalid_request",
"detail": null,
"message": "Request body has extra fields that this operation does not accept.",
"request_id": "req-01j9k2n3p4q5r6s7t8v9",
"retryable": false
}
}{
"error": {
"code": "invalid_request",
"detail": null,
"message": "Request body has extra fields that this operation does not accept.",
"request_id": "req-01j9k2n3p4q5r6s7t8v9",
"retryable": false
}
}fact_search
Run the fixed single-shot search pipeline over a workspace. Cost class: job.
One retrieval pass (hybrid search, plus the knowledge graph when the
workspace has one, fused when both legs return candidates), targeted page
reads or retrieved passages for prose (specialized engines for tables or
images), then one answering pass — so it returns in seconds where
deep-search may take minutes. The caller receives a 202 with a
queued :class:~ndi_service.app.platform_api.results.Job and polls
GET /jobs/{id} for the
:class:~ndi_service.app.platform_api.results.IntelligentSearchResult —
the identical result shape deep-search lands, evidences and coverage
included.
Single-shot: a fact-search run keeps no conversation, so the result’s
session_id is always null and the request body has no
session_id field. For a thread you can ask follow-ups in, call
deep-search. It always answers — the result carries a direct grounded
answer, with reasoning stating how the pipeline read the query —
and never asks back: the body has no allow_clarification either (a
fixed pipeline has no agent who could pose the question).
paths scopes the run to exactly those uploaded files: every retrieval
leg sees only them and the content ingested from them, enforced
server-side against the stored job. Each entry must name a visible
uploaded source file (file_not_found / access_denied otherwise,
before any job is created). With path_prefix the two add up: the run
covers the folder’s files plus the named ones.
Retrieval only: this job never grounds. To pin a quote to a region of its
source document, call document-operations ground on the file the evidence
names (source_file_id) with its quote as the target text.
curl --request POST \
--url https://ndi-api.nace.ai/v1/workspaces/{workspace_id}/fact-search \
--header 'Content-Type: application/json' \
--header 'X-API-Key: <api-key>' \
--data '
{
"query": "<string>"
}
'{
"created_at": "2023-11-07T05:31:56Z",
"job_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"status": "queued",
"cost": {
"lines": [
{
"amount_usd": "<string>",
"execution": "fresh",
"operation": "parse",
"quantity": 1,
"unit": "page",
"unit_price_usd": "<string>",
"reuse_reason": "reused_parse"
}
],
"pricing_version": "<string>",
"total_usd": "<string>",
"currency": "USD"
},
"credit_schedule_version": 123,
"credits": 123,
"deleted_at": "2023-11-07T05:31:56Z",
"effort": "<string>",
"error": {
"code": "invalid_request",
"message": "<string>",
"retryable": true,
"detail": {},
"request_id": "<string>"
},
"finished_at": "2023-11-07T05:31:56Z",
"force": true,
"idempotency_key": "<string>",
"kind": "intelligent_search",
"name": "<string>",
"payload_expires_at": "2023-11-07T05:31:56Z",
"progress": {
"items_done": 0,
"items_failed": 0,
"items_total": 123,
"knowledge_graph": {
"countable": true,
"phase_count": 123,
"phase_index": 123,
"documents": 123,
"mentions": 123,
"step": "<string>",
"step_done": 123,
"step_total": 123
},
"routing": {
"final": "fact",
"reason": "<string>",
"router_model": "<string>",
"selected": "fact",
"delegated_wall_ms": 123,
"fact_wall_ms": 123,
"router": {
"kind": "llm"
},
"router_wall_ms": 123
},
"stage": "<string>",
"units_done": 0,
"units_total": 123
},
"project_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"query": "<string>",
"query_scope": {
"type": "workspace"
},
"result": {
"answer": "<string>",
"cache": {
"cached_at": "2023-11-07T05:31:56Z",
"served_from_cache": true,
"verified_at": "2023-11-07T05:31:56Z",
"source_job_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
},
"candidates_seen": 0,
"claims": [
{
"claim": "<string>",
"claim_id": "<string>",
"reference": {
"cited_value": "<string>",
"kind": "result_cell",
"result_id": "<string>",
"column": "<string>",
"row": 123
},
"answer_excerpt": "<string>",
"answer_occurrence": 0,
"evidence_indices": [
123
]
}
],
"clarification": "<string>",
"command_receipts": [
{
"command": "<string>",
"outputs": {},
"result_id": "<string>",
"stdout": "<string>"
}
],
"confidence": "certain",
"coverage": {
"labels_required": [
"<string>"
],
"request_access_hint": "<string>",
"restricted_candidates": 0
},
"evidences": [
{
"quote": "<string>",
"source_path": "<string>",
"component": "<string>",
"derivation": {
"steps": [
{
"kind": "extraction",
"label": "<string>",
"result_id": "<string>",
"sql": "<string>",
"preview_rows": [
{}
],
"reads": [
"<string>"
]
}
]
},
"page": 123,
"queries": [
{
"sql": "<string>",
"columns": [
{
"data_type": "<string>",
"name": "<string>"
}
],
"grounding_reason": "<string>",
"grounding_status": "exact",
"preview_truncated": false,
"regions": [
{
"a1_range": "<string>",
"source_path": "<string>",
"basis": "verified",
"bounding": false,
"kind": "sheet",
"matched_rows": 0,
"scan_index": 123,
"scan_label": "<string>",
"sheet_name": "<string>"
}
],
"result_id": "<string>",
"row_count": 0,
"rows": [
{}
],
"source_paths": [
"<string>"
],
"supports_answer": true,
"verified": false
}
],
"relevance": "",
"source_file_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
],
"exhausted": false,
"grounding_job_ids": [
"3c90c3cc-0d44-4b50-8888-8dd25736052a"
],
"reasoning": "<string>",
"result_type": "intelligent_search",
"session_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"sql_receipts": [
{
"result_id": "<string>",
"sql": "<string>",
"columns": [
"<string>"
],
"executor": "<string>",
"grounding_status": "exact",
"handle": "<string>",
"parameters": {},
"replay": {
"catalog_sha256": "<string>",
"engine": "duckdb",
"engine_threads": 123,
"engine_version": "<string>",
"kind": "aggregate",
"logical_plan_sha256": "<string>",
"normalized_sql": "<string>",
"result_artifact_sha256": "<string>",
"result_data_sha256": "<string>",
"result_digest_version": "<string>",
"sql_sha256": "<string>",
"result_dependencies": [
"<string>"
],
"schema_version": 1
},
"result_row_count": 0,
"row_count": 0,
"rows": [
{}
],
"saved_as": "<string>",
"table_bindings": [
{
"path": "<string>",
"table_name": "<string>",
"component": "<string>",
"source_sha256": "<string>"
}
],
"truncated": false,
"view_sql": "<string>",
"views_used": [
"<string>"
],
"warnings": [
"<string>"
]
}
],
"steps_used": 0,
"structured_answer": "<unknown>",
"tool_calls": [
{
"arguments_digest": "<string>",
"duration_ms": 123,
"hits": 123,
"tool": "<string>"
}
],
"usage": {
"by_model": [
{
"model": "<string>",
"cached_input_tokens": 0,
"input_tokens": 0,
"output_tokens": 0,
"requests": 0
}
],
"cached_input_tokens": 0,
"input_tokens": 0,
"output_tokens": 0,
"requests": 0
}
},
"result_state": "available",
"source": {
"upload_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"type": "upload"
},
"started_at": "2023-11-07T05:31:56Z",
"surface": "deep_search",
"units": 0,
"usage": {
"lines": [
{
"credits": 1,
"credits_per_unit": 1,
"multiplier": 2,
"part": "parse",
"quantity": 1,
"unit": "page",
"waiver": {
"part": "parse",
"reason": "reused_parse",
"source_job_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}
]
},
"usage_final": false,
"usage_finalized_at": "2023-11-07T05:31:56Z",
"workspace_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}{
"error": {
"code": "invalid_request",
"detail": null,
"message": "Request body has extra fields that this operation does not accept.",
"request_id": "req-01j9k2n3p4q5r6s7t8v9",
"retryable": false
}
}{
"error": {
"code": "invalid_request",
"detail": null,
"message": "Request body has extra fields that this operation does not accept.",
"request_id": "req-01j9k2n3p4q5r6s7t8v9",
"retryable": false
}
}Authorizations
Headers
Replaying a request with the same key returns the original job with 200, never a second job. The key is kept with the job for replay and never cleared, so it must not contain personal data.
200Path Parameters
Workspace identifier.
Query Parameters
Bounded inline wait. 0 (the default) returns 202 immediately. Above 0 the route returns 200 with a terminal job if the work finished in time, and 202 with the still-running job if it did not. Either way, read status.
0 <= x <= 300Body
Body for POST /workspaces/{workspace_id}/fact-search — always the fixed pipeline.
Deliberately no session_id: a fact-search run is single-shot and keeps no
conversation, so the strict base rejects the field outright instead of a
bespoke validator explaining why it cannot be honored. No effort either —
the fixed pipeline has no budget presets. And no allow_clarification: the
pipeline has no agent who could ask back, so it always answers — the strict
base rejects the field. include_answer is accepted and ignored only
because published SDK releases still send it (see :data:RetiredIncludeAnswer).
What to answer, in the caller's own words. Stripped before its length is checked; a blank query is refused rather than run.
1 - 4096Free-form background for the model — the engagement, the entity, what the caller already knows. It informs the answer; it does not widen or narrow which files the caller may see.
20000Deprecated and ignored: every run answers. Accepted so clients released before it was retired keep working; omit it.
Put every uploaded file under one folder subtree, workspace-relative, in the run's scope; paths, where the body takes it, adds more files. Omit both for the whole workspace.
Scope the run to exactly these uploaded files. Every retrieval leg and agent tool sees only these files and the content ingested from them, so nothing else can be read or cited. Each entry names an uploaded source file (never a folder — scope folders with path_prefix; the two add up, so the run covers the folder's files plus these). No limit on how many. Unknown or inaccessible paths are refused up front.
11 - 1024How many evidences to return, best first. Omitted means 6. It is a cap on the answer's citation list, not on how much the pipeline reads: retrieval width is fixed, so a larger top_k returns more of what was already found rather than searching further. Raising it far above the default trades citation count for reliability — the whole list is one constrained generation, and the ceiling is 50.
1 <= x <= 50Response
Successful Response
When the job row was created.
Server-minted id. Poll GET /v1/jobs/{job_id} or pass wait_seconds on create.
Lifecycle: queued, running, succeeded, failed, or cancelled.
queued, running, succeeded, failed, cancelled Final USD component prices under the sheet pinned at acceptance; null before finalization or when no dollar sheet was configured. Does not change legacy credit billing.
Show child attributes
Show child attributes
Version of the credit schedule credits were priced under. Null until usage_final is true.
Final credits billed for this job, priced once under credit_schedule_version. Null until usage_final is true. Never changes afterwards, including after payload expiry or deletion. For a job that failed or was cancelled, the credits for results already delivered before it ended (a progressive classify or extract publishes before it finishes); 0 when it delivered nothing. Always null on a stage job that Automatic Search delegated: its work is billed on the parent job.
When the caller hid this run from listings, via delete_job. A soft delete: the job still reads by id and still counts toward GET /v1/usage — what it stops doing is appearing in GET /v1/jobs.
How hard this run worked, for the search kinds that carry it. A deep-search job (kind deep_search_v2) created before the effort knob was removed echoes its requested level: 'low', 'medium', or 'high'; newer deep-search jobs, which all run one configuration, read null. An intelligent_search row carries an internal selector instead: 'fast' is fact-search, 'automatic' is automatic-search, and 'deep' (or the legacy 'balanced') is a deep-search or console QA chat job created before the 2026-09 consolidation — those two are not distinguishable by this field. Null for every other kind. Read from the stored request, so it rides the same retention path as query and result: null once result_state leaves available.
Typed failure envelope when status is failed. Null on any other status.
Show child attributes
Show child attributes
When the job reached a terminal status.
The request's own force flag, echoed regardless of outcome. Present for kinds whose request carries one (e.g. kg_build, where a true value cleared the durable store before the job ran) so a caller can tell that apart from a build that failed leaving the prior store untouched — result alone cannot, since it is absent on failure either way.
Key that was replayed to return this job. Absent when the create call had no Idempotency-Key.
"intelligent_search"Display name (the console's 'project'). Public Parse, Split, Classify, Extract, and Ground runs supply a stable server default when blank; citation-generated Ground jobs are excluded. mutable via PATCH /v1/jobs/{job_id}.
When the job's inputs, outputs and processing files are removed. Once the job finishes this is no later than 48 hours after it on a paid account and 7 days after on a free one, or sooner if the workspace's job_ttl_days says so. Null while a job with no job_ttl_days bound is still running, or when the account keeps no job content (zero retention).
Live progress while the job is running. Null while queued and after the job finishes.
Show child attributes
Show child attributes
Caller-minted grouping id shared by jobs submitted together. Filterable on GET /v1/jobs.
The question this job was asked, for the search kinds that carry one (intelligent_search, qa_file, qa_tables, filtered_search); null for every other kind. Read from the stored request, so it rides the same retention path as result: null once result_state leaves available. Narrow by design — the frozen access context never reaches the wire. File scope is summarised separately as query_scope.
The question ran against the whole workspace.
- WorkspaceQueryScope
- FileQueryScope
- PathPrefixQueryScope
- FilesQueryScope
Show child attributes
Show child attributes
Present only on succeeded, and only while retained.
Show child attributes
Show child attributes
Why result may be null. available with a null result means the job has not succeeded yet; expired and not_retained mean the payload was dropped by retention; cancelled means the job, or the job it ran for, was cancelled, so no result is served (a cancelled job is charged only for results delivered before the cancel).
available, expired, not_retained, cancelled Bytes staged through POST /v1/uploads. Single-use, TTL-bound.
- UploadSource
- UrlSource
- WorkspaceFileSource
- ParseResultSource
Show child attributes
Show child attributes
When execution began. Null while still queued.
Which console history this deep-search job belongs to. deep_search is the public route and the Deep Search page; qa and workbook are the console chat skins over the same agent. It does not pick the implementation. Null for fact-search and every non-deep-search kind. Jobs stored before this field existed echo deep_search. Read from the stored payload, so it rides the same retention path as query.
deep_search, qa, workbook Billable units once the job finishes; 0 while queued or running. Kept for compatibility: credits is the authoritative billed amount.
What credits were charged for: one line per part (the parse, the tool's own work), with the quantity, rate and multiplier behind each. Null until usage_final is true, and on jobs finalized before usage breakdowns were introduced.
Show child attributes
Show child attributes
True once credits is final and will not change. False while the job is queued or running, and until any cleanup of its delegated stages has been accounted for. A failed tool job (read_file, run_sql, hybrid_search, grep, file_metadata, folder_metadata) created with an Idempotency-Key stays false for one hour after it fails, because a retry with the same key re-runs it; after that hour it is final and the retry returns the stored error.
When credits became final. Null until usage_final is true.
The workspace this job reads. Null for a document operation whose source is an upload, a URL, or a prior parse result.