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Parallel Web Systems FindAll API

The FindAll API discovers and evaluates entities that match complex criteria from natural language objectives. Submit a high-level goal and the service automatically generates structured match conditions, discovers relevant candidates, and evaluates each against the criteria. Returns comprehensive results with detailed reasoning, citations, and confidence scores for each match decision. Streaming events and webhooks are supported.

Parallel Web Systems FindAll API is one of 8 APIs that Parallel Web Systems publishes on the APIs.io network, described by a machine-readable OpenAPI specification.

Tagged areas include FindAll. The published artifact set on APIs.io includes an OpenAPI specification, rate-limit docs, an API reference, and a getting-started guide.

This API exposes 10 operations across 10 paths, and defines 29 schemas. It is described by OpenAPI 3.1.0, at version 0.1.2.

Requests are made against a single base URL, https://api.parallel.ai.

10 operations 10 paths 29 schemas 4 GET6 POST

Metadata

The identity and technical contract details declared by the specification.

Specification
OpenAPI 3.1.0
API Version
0.1.2
Base URL
https://api.parallel.ai
Authentication
API Key
Resource Areas
1

Authentication & Security 1

Parallel Web Systems FindAll API declares 1 security scheme for authenticating requests. An API key is passed in the header as x-api-key (ApiKeyAuth). By default, every request must be authenticated.

Paths & Operations 10

Across 10 paths, the API surfaces 10 operations — 4 GET, 6 POST. Each is listed below with its method, path, parameters, and response codes.

FindAll 10

The FindAll API discovers and evaluates entities that match complex criteria from natural language objectives. Submit a high-level goal and the service automatically generates str…

POST
/v1beta/findall/entity-search
Fast Entity Search
findall_entity_search_v1beta_findall_entity_search_post body → 200422
POST
/v1beta/findall/ingest
Ingest FindAll Run
ingest_findall_run_v1beta_findall_ingest_post 1 param body → 200422
POST
/v1beta/findall/runs
Create FindAll Run
findall_runs_v1_v1beta_findall_runs_post 1 param body → 200402422429
GET
/v1beta/findall/runs/{findall_id}
Retrieve FindAll Run Status
findall_runs_v1_get_v1beta_findall_runs__findall_id__get 2 params → 200422
POST
/v1beta/findall/runs/{findall_id}/cancel
Cancel FindAll Run
cancel_findall_run_v1beta_findall_runs__findall_id__cancel_post 2 params → 204404409422
POST
/v1beta/findall/runs/{findall_id}/enrich
Add Enrichment to FindAll Run
enrich_findall_run_v1beta_findall_runs__findall_id__enrich_post 2 params body → 200404422
GET
/v1beta/findall/runs/{findall_id}/events
Stream FindAll Events
get_findall_events_v1beta_findall_runs__findall_id__events_get 4 params → 200404422
POST
/v1beta/findall/runs/{findall_id}/extend
Extend FindAll Run
extend_findall_run_v1beta_findall_runs__findall_id__extend_post 2 params body → 200404422
GET
/v1beta/findall/runs/{findall_id}/result
FindAll Run Result
get_findall_result_v1beta_findall_runs__findall_id__result_get 2 params → 200422
GET
/v1beta/findall/runs/{findall_id}/schema
Get FindAll Run Schema
get_findall_schema_v1beta_findall_runs__findall_id__schema_get 2 params → 200422

Schemas 29

The contract defines 29 schemas that model the data the API accepts and returns. The most detailed are FindAllRunInput (8 properties), FindAllCandidate (7 properties), FindAllSchema (6 properties), FindAllRun (6 properties). Each schema is shown below with its type and property counts.

Citation
object
A citation for a task output.
3 properties 1 required
FindAllCandidate
object
Candidate for a find all run that may end up as a match. Contains all the candidate's metadata and the output of the match conditions. A candidate is a match i…
7 properties 4 required
JsonSchema
object
JSON schema for a task input or output.
2 properties 1 required
FindAllSchema
object
Response model for FindAll ingest.
6 properties 3 required
FindAllRunResult
object
Complete FindAll search results. Represents a snapshot of a FindAll run, including run metadata and a list of candidate entities with their match status and de…
3 properties 2 required
FindAllEnrichInput
object
Input model for FindAll enrich.
3 properties 1 required
IngestInput
object
Input model for FindAll ingest.
1 property 1 required
FindAllSchemaUpdatedEvent
object
Event containing full snapshot of FindAll run state.
4 properties 4 required
FindAllRun
object
FindAll run object with status and metadata.
6 properties 3 required
FindAllEntitySearchResponse
object
2 properties 2 required
Webhook
object
Webhooks for Task Runs.
2 properties 1 required
MatchCondition
object
Match condition model for FindAll ingest.
2 properties 2 required
EntityItem
object
3 properties 3 required
ErrorResponse
object
Response object used for non-200 status codes.
2 properties 2 required
McpServer
object
MCP server configuration.
5 properties 2 required
FindAllCandidateMetrics
object
Metrics object for FindAll run.
2 properties
FindAllRunStatusEvent
object
Event containing status update for FindAll run.
4 properties 4 required
FieldBasis
object
Citations and reasoning supporting one field of a task output.
4 properties 2 required
ParallelBeta
Model for the parallel-beta header.
Error
object
An error message.
3 properties 2 required
FindAllRunStatus
object
Status object for FindAll run.
4 properties 3 required
ErrorEvent
object
Event indicating an error.
2 properties 2 required
ExcludeCandidate
object
Exclude candidate input model for FindAll run.
2 properties 2 required
ValidationError
object
3 properties 3 required
FindAllExtendInput
object
Input model for FindAll extend.
1 property 1 required
FindAllRunInput
object
Input model for FindAll run.
8 properties 5 required
FindAllEntitySearchRequest
object
3 properties 2 required
HTTPValidationError
object
1 property
FindAllCandidateMatchStatusEvent
object
Event containing a candidate whose match status has changed.
4 properties 4 required

Specification

The full machine-readable OpenAPI contract behind this narrative.

Source

parallel-web-systems-findall-api-openapi.yml Raw ↑

Other APIs Parallel Web Systems publishes across the network.

Parallel Web Systems Chat API (Beta) API
Parallel Web Systems Extract API
Parallel Web Systems Monitor API
Parallel Web Systems Search API
Parallel Web Systems Tasks API
Parallel Web Systems Responses API
Parallel Web Systems Memory API (Beta)
Where this information came from

This is an independent, third-party profile of Parallel Web Systems FindAll API, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.

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