# Parallel FindAll API

**Canonical:** https://apis.io/apis/parallel/parallel-findall-api/  
**Provider:** Parallel — https://apis.io/providers/parallel/  
**Base URL:** https://api.parallel.ai  
**Documentation:** https://docs.parallel.ai/getting-started/overview

Parallel FindAll API is one of 8 APIs that [Parallel](https://apis.io/providers/parallel/) publishes on the [APIs.io](https://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, API documentation, an API reference, a getting-started guide, and authentication docs.

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.

## Operations (10)

| Method | Path | Summary |
|---|---|---|
| POST | `/v1beta/findall/entity-search` | Fast Entity Search |
| POST | `/v1beta/findall/ingest` | Ingest FindAll Run |
| POST | `/v1beta/findall/runs` | Create FindAll Run |
| GET | `/v1beta/findall/runs/{findall_id}` | Retrieve FindAll Run Status |
| POST | `/v1beta/findall/runs/{findall_id}/cancel` | Cancel FindAll Run |
| POST | `/v1beta/findall/runs/{findall_id}/enrich` | Add Enrichment to FindAll Run |
| GET | `/v1beta/findall/runs/{findall_id}/events` | Stream FindAll Events |
| POST | `/v1beta/findall/runs/{findall_id}/extend` | Extend FindAll Run |
| GET | `/v1beta/findall/runs/{findall_id}/result` | FindAll Run Result |
| GET | `/v1beta/findall/runs/{findall_id}/schema` | Get FindAll Run Schema |

## Machine-readable artifacts (5)

- **OpenAPI** — https://raw.githubusercontent.com/api-evangelist/parallel/refs/heads/main/openapi/parallel-findall-api-openapi.yml
- **Documentation** — https://docs.parallel.ai/home
- **APIReference** — https://docs.parallel.ai/api-reference
- **GettingStarted** — https://docs.parallel.ai/getting-started/overview
- **Authentication** — https://raw.githubusercontent.com/api-evangelist/parallel/refs/heads/main/authentication/parallel-authentication.yml

## Other Parallel APIs (7)

- [Parallel Chat API (Beta) API](https://apis.io/apis/parallel/parallel-chat-api-beta-api/)
- [Parallel Extract API](https://apis.io/apis/parallel/parallel-extract-api/)
- [Parallel Monitor API](https://apis.io/apis/parallel/parallel-monitor-api/)
- [Parallel Search API](https://apis.io/apis/parallel/parallel-search-api/)
- [Parallel Tasks API](https://apis.io/apis/parallel/parallel-tasks-api/)
- [Parallel Memory API](https://apis.io/apis/parallel/parallel-memory-api/)
- [Parallel Responses API](https://apis.io/apis/parallel/parallel-responses-api-api/)

## Tags

FindAll

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/parallel/parallel-findall-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/parallel/.