> ## Documentation Index
> Fetch the complete documentation index at: https://deepline.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Parallel: Run Findall

> Find every company, person or other entity on the web that matches your conditions, such as all companies that raised a Series A this year.

Find every company, person or other entity on the web that matches your conditions, such as all companies that raised a Series A this year.

> [!NOTE]
>
> Tool ID: `parallel_run_findall`

## Run this action

Use the TypeScript SDK for one call. Use `ctx.tools.execute(...)` inside a Play for durable calls, scheduled calls, or CSV processing.

```ts theme={"languages":{"custom":["/languages/deepline-prompt.json"]}}
import { Deepline } from 'deepline';

const deepline = await Deepline.connect();
const result = await deepline.tools.execute(
  'parallel_run_findall',
  {
    "objective": "Find recent fintech leads with strong fit signals.",
    "entity_type": "companies",
    "match_conditions": [
      {
        "name": "industry",
        "description": "fintech software"
      }
    ]
  },
);

console.log(result.toolResponse.raw);
```

### CLI

```bash theme={"languages":{"custom":["/languages/deepline-prompt.json"]}}
deepline tools execute parallel_run_findall --input '{
  "objective": "Find recent fintech leads with strong fit signals.",
  "entity_type": "companies",
  "match_conditions": [
    {
      "name": "industry",
      "description": "fintech software"
    }
  ]
}' --json
```

## Example response

The static output schema lacks the details for a reliable example. Use `deepline describe parallel_run_findall --json` for the complete live contract.

## Input reference

Parallel create FindAll run input. Recommended workflow: start with generator=preview and low match\_limit for QA, then scale to base/core/pro for user-facing runs.

| Name | Type | Required | Default | Details |
| - | - | - | - | - |
| `payload.objective` | `string` | Yes | — | Natural language target to discover. Keep specific enough for reliable matching. |
| `payload.entity_type` | `string` | Yes | — | Entity class to return (for example people, companies, accounts). |
| `payload.match_conditions` | `array` | Yes | — | Minimum items: 1. |
| `payload.generator` | `"base" \| "core" \| "pro" \| "preview"` | No | `"core"` | FindAll tier. Use preview for testing/validation and small dry runs. Use base/core/pro for real discovery depending on recall/quality needs. Allowed: `base`, `core`, `pro`, `preview`. |
| `payload.match_limit` | `integer` | No | — | Maximum matches to return. Keep low (for example 5-20) while validating prompts and conditions. |
| `payload.exclude_list` | `array` | No | — | — |
| `payload.metadata` | `record` | No | — | — |
| `payload.webhook` | `object` | No | — | Parallel webhook. |
| `payload.timeout` | `integer` | No | — | Seconds to wait for synchronous completion in run-style calls. If timeout is hit, poll status and fetch results by findall\_id. |
| `payload.betas` | `string \| array` | No | `["findall-2025-09-15"]` | FindAll beta flag. Defaults to findall-2025-09-15 for compatibility. |

<details>
  <summary>Show raw input schema</summary>

  ### Input JSON Schema

  ```json theme={"languages":{"custom":["/languages/deepline-prompt.json"]}}
  {
    "type": "object",
    "description": "Parallel create FindAll run input. Recommended workflow: start with generator=preview and low match_limit for QA, then scale to base/core/pro for user-facing runs.",
    "properties": {
      "objective": {
        "type": "string",
        "description": "Natural language target to discover. Keep specific enough for reliable matching."
      },
      "entity_type": {
        "type": "string",
        "description": "Entity class to return (for example people, companies, accounts)."
      },
      "match_conditions": {
        "type": "array",
        "minItems": 1,
        "items": {
          "type": "object",
          "description": "Parallel FindAll match condition.",
          "properties": {
            "name": {
              "type": "string"
            },
            "description": {
              "type": "string"
            }
          },
          "required": [
            "name",
            "description"
          ],
          "additionalProperties": false
        }
      },
      "generator": {
        "type": "string",
        "description": "FindAll tier. Use preview for testing/validation and small dry runs; use base/core/pro for real discovery depending on recall/quality needs.",
        "default": "core",
        "enum": [
          "base",
          "core",
          "pro",
          "preview"
        ]
      },
      "match_limit": {
        "type": "integer",
        "description": "Maximum matches to return. Keep low (for example 5-20) while validating prompts and conditions."
      },
      "exclude_list": {
        "type": "array",
        "items": {
          "type": "object",
          "description": "Parallel FindAll exclude candidate.",
          "properties": {
            "name": {
              "type": "string"
            },
            "url": {
              "type": "string"
            }
          },
          "required": [
            "name",
            "url"
          ],
          "additionalProperties": false
        }
      },
      "metadata": {
        "type": "object",
        "additionalProperties": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "number"
            },
            {
              "type": "boolean"
            }
          ]
        }
      },
      "webhook": {
        "type": "object",
        "description": "Parallel webhook.",
        "properties": {
          "url": {
            "type": "string"
          },
          "event_types": {
            "type": "array",
            "items": {
              "type": "string",
              "const": "task_run.status"
            }
          }
        },
        "required": [
          "url"
        ],
        "additionalProperties": false
      },
      "timeout": {
        "type": "integer",
        "description": "Seconds to wait for synchronous completion in run-style calls. If timeout is hit, poll status and fetch results by findall_id."
      },
      "betas": {
        "description": "FindAll beta flag. Defaults to findall-2025-09-15 for compatibility.",
        "default": [
          "findall-2025-09-15"
        ],
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          }
        ]
      }
    },
    "required": [
      "objective",
      "entity_type",
      "match_conditions"
    ],
    "additionalProperties": false
  }
  ```
</details>

## Output reference

Parallel result payload.

| Name | Type | Required | Default | Details |
| - | - | - | - | - |
| `result.data` | `record` | Yes | — | Provider response payload. |
| `result.meta` | `record` | No | — | Additional response metadata (status, paging). |

<details>
  <summary>Show raw output schema</summary>

  ### Output JSON Schema

  ```json theme={"languages":{"custom":["/languages/deepline-prompt.json"]}}
  {
    "type": "object",
    "description": "Parallel result payload.",
    "properties": {
      "data": {
        "type": "object",
        "description": "Provider response payload.",
        "additionalProperties": {}
      },
      "meta": {
        "type": "object",
        "description": "Additional response metadata (status, paging).",
        "additionalProperties": {}
      }
    },
    "required": [
      "data"
    ],
    "additionalProperties": false
  }
  ```
</details>

## Deepline cost

* Pricing model: `provider_usage` (provider usage).
* Estimated Deepline credits: `0` per pricing unit.

## Related documentation

* [Parallel provider guide](https://deepline.com/docs/providers/parallel/guide.md)
* [SDK V2 quickstart](https://deepline.com/docs/sdk-v2/quickstart.md)
* [SDK reference](https://deepline.com/docs/sdk-v2/sdk-reference.md)
* [Run tools across a CSV](https://deepline.com/docs/sdk-v2/batch-csv.md)


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