# Parallel Web Systems FindAll API

**Canonical:** https://apis.io/apis/parallel-web-systems/parallel-web-systems-findall-api/  
**Provider:** Parallel Web Systems — https://apis.io/providers/parallel-web-systems/  
**Base URL:** https://api.parallel.ai  
**Documentation:** https://docs.parallel.ai/findall-api/findall-quickstart

Parallel Web Systems FindAll API is one of 8 APIs that [Parallel Web Systems](https://apis.io/providers/parallel-web-systems/) 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, rate-limit docs, an API reference, and a getting-started guide.

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.

## Machine-readable artifacts (8)

- **OpenAPI** — https://raw.githubusercontent.com/api-evangelist/parallel-web-systems/refs/heads/main/openapi/parallel-web-systems-findall-api-openapi.yml
- **Conventions** — https://raw.githubusercontent.com/api-evangelist/parallel-web-systems/refs/heads/main/conventions/parallel-web-systems-conventions.yml
- **ErrorCatalog** — https://raw.githubusercontent.com/api-evangelist/parallel-web-systems/refs/heads/main/errors/parallel-web-systems-problem-types.yml
- **DataModel** — https://raw.githubusercontent.com/api-evangelist/parallel-web-systems/refs/heads/main/data-model/parallel-web-systems-data-model.yml
- **Webhooks** — https://raw.githubusercontent.com/api-evangelist/parallel-web-systems/refs/heads/main/asyncapi/parallel-web-systems-webhooks.yml
- **RateLimits** — https://raw.githubusercontent.com/api-evangelist/parallel-web-systems/refs/heads/main/rate-limits/parallel-web-systems-rate-limits.yml
- **APIReference** — https://docs.parallel.ai/api-reference/findall/create-findall-run
- **GettingStarted** — https://docs.parallel.ai/findall-api/findall-quickstart

## Other Parallel Web Systems APIs (7)

- [Parallel Web Systems Chat API (Beta) API](https://apis.io/apis/parallel-web-systems/parallel-web-systems-chat-api-beta-api/)
- [Parallel Web Systems Extract API](https://apis.io/apis/parallel-web-systems/parallel-web-systems-extract-api/)
- [Parallel Web Systems Monitor API](https://apis.io/apis/parallel-web-systems/parallel-web-systems-monitor-api/)
- [Parallel Web Systems Search API](https://apis.io/apis/parallel-web-systems/parallel-web-systems-search-api/)
- [Parallel Web Systems Tasks API](https://apis.io/apis/parallel-web-systems/parallel-web-systems-tasks-api/)
- [Parallel Web Systems Memory API (Beta)](https://apis.io/apis/parallel-web-systems/parallel-web-systems-memory-api-beta/)
- [Parallel Web Systems Responses API](https://apis.io/apis/parallel-web-systems/parallel-web-systems-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-web-systems/parallel-web-systems-findall-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/parallel-web-systems/.