> For the complete documentation index, see [llms.txt](https://docs.usepylon.com/pylon-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.usepylon.com/pylon-docs/developer/api/api-reference/training-data.md).

# Training Data

Endpoints for managing training data sources used by Pylon AI.

Use Training Data to connect external knowledge sources that power Pylon’s AI.

For UI setup and behavior, see [Training Data](/pylon-docs/platform/training-data.md).

{% hint style="info" %}
This API Reference section renders from our OpenAPI spec.

If you don’t see any endpoints below, they may not be published in the spec yet.
{% endhint %}

### Endpoints

## List all training data configurations

> Returns all training data configurations for the organization.\
> \
> \*\*Rate limit:\*\* 300 requests per minute

```json
{"openapi":"3.0.3","info":{"title":"Pylon API.","version":"1.0.0"},"tags":[],"servers":[{"description":"US region","url":"https://api.usepylon.com"},{"description":"EU region","url":"https://api.eu.usepylon.com"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"description":"Authorization: Bearer <token>","scheme":"bearer","type":"http"}},"responses":{"ListTrainingDataResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ListTrainingDataResponseBody"}}},"description":""},"BadRequestApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request was invalid or could not be completed."},"UnauthorizedApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request could not be authenticated for this API."},"ForbiddenApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The authenticated caller or organization is not allowed to access this endpoint or operation."},"TooManyRequestsApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request exceeded the applicable rate limit.","headers":{"Retry-After":{"description":"Seconds until the next request to this endpoint is permitted.","schema":{"format":"int64","type":"integer"}},"X-Retry-After":{"description":"Seconds until the full per-minute allowance is restored. Capacity returns gradually before then.","schema":{"format":"int64","type":"integer"}}}},"InternalServerErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"An unexpected internal error occurred."}},"schemas":{"ListTrainingDataResponseBody":{"properties":{"data":{"items":{"$ref":"#/components/schemas/TrainingData"},"type":"array"},"request_id":{"type":"string"}},"required":["data","request_id"],"type":"object"},"TrainingData":{"properties":{"created_at":{"format":"date-time","type":"string"},"documents":{"items":{"$ref":"#/components/schemas/TrainingDataDocument"},"type":"array"},"exclude_from_kb_search":{"type":"boolean"},"id":{"type":"string"},"name":{"type":"string"},"scrape_status":{"$ref":"#/components/schemas/TrainingDataScrapeStatus"},"type":{"type":"string"},"updated_at":{"format":"date-time","type":"string"},"visibility":{"description":"Known values: `everyone`, `user_only`, `ai_agent_only`. This list is not exhaustive.","type":"string"}},"required":["created_at","exclude_from_kb_search","id","name","type","updated_at","visibility"],"type":"object"},"TrainingDataDocument":{"properties":{"external_id":{"type":"string"},"file_name":{"type":"string"},"file_size":{"format":"int64","type":"integer"},"file_type":{"type":"string"},"id":{"type":"string"},"s3_key":{"type":"string"}},"required":["file_name","file_size","file_type","id","s3_key"],"type":"object"},"TrainingDataScrapeStatus":{"properties":{"last_scraped_at":{"format":"date-time","type":"string"},"pages_scraped":{"format":"int64","type":"integer"},"status":{"type":"string"},"total_pages":{"format":"int64","type":"integer"}},"required":["pages_scraped","status","total_pages"],"type":"object"},"ErrorApiResponseBody":{"properties":{"code":{"description":"A stable machine-readable identifier for this failure, safe to branch on\ninstead of the message text. Omitted when the failure has no assigned code.\n\nKnown values: `recipients_suppressed`, `email_bounced`, `internal_issue_reply_not_allowed`, `duplicate_object`, `invalid_authorization_header`, `invalid_api_token`, `invalid_oauth_token`, `wrong_region_token`, `organization_deactivated`, `organization_suspended`, `permission_denied`, `oauth_not_permitted`, `rate_limited`, `not_found`, `method_not_allowed`, `payload_too_large`, `invalid_request_body`, `internal_error`, `invalid_webhook_credentials`, `organization_inactive`. This list is not exhaustive.","type":"string"},"errors":{"description":"The list of errors.","items":{"type":"string"},"type":"array"},"exists_id":{"description":"The ID of the object that already exists if this is a duplicate object error.","type":"string"},"request_id":{"description":"The request ID for tracking.","type":"string"}},"required":["request_id"],"type":"object"}}},"paths":{"/training-data":{"get":{"description":"Returns all training data configurations for the organization.\n\n**Rate limit:** 300 requests per minute","operationId":"ListTrainingData","responses":{"200":{"$ref":"#/components/responses/ListTrainingDataResponse"},"400":{"$ref":"#/components/responses/BadRequestApiResponse"},"401":{"$ref":"#/components/responses/UnauthorizedApiResponse"},"403":{"$ref":"#/components/responses/ForbiddenApiResponse"},"429":{"$ref":"#/components/responses/TooManyRequestsApiResponse"},"500":{"$ref":"#/components/responses/InternalServerErrorApiResponse"}},"summary":"List all training data configurations","tags":["training-data"]}}}}
```

## Create a training data configuration

> Creates a new training data configuration for the organization.\
> \
> \*\*Rate limit:\*\* 30 requests per minute

```json
{"openapi":"3.0.3","info":{"title":"Pylon API.","version":"1.0.0"},"tags":[],"servers":[{"description":"US region","url":"https://api.usepylon.com"},{"description":"EU region","url":"https://api.eu.usepylon.com"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"description":"Authorization: Bearer <token>","scheme":"bearer","type":"http"}},"schemas":{"CreateTrainingDataRequestBody":{"properties":{"training_data_name":{"description":"The name of the training data container.","type":"string"},"visibility":{"default":"everyone","description":"The visibility of the training data. 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This list is not exhaustive.","type":"string"}},"required":["created_at","exclude_from_kb_search","id","name","type","updated_at","visibility"],"type":"object"},"TrainingDataDocument":{"properties":{"external_id":{"type":"string"},"file_name":{"type":"string"},"file_size":{"format":"int64","type":"integer"},"file_type":{"type":"string"},"id":{"type":"string"},"s3_key":{"type":"string"}},"required":["file_name","file_size","file_type","id","s3_key"],"type":"object"},"TrainingDataScrapeStatus":{"properties":{"last_scraped_at":{"format":"date-time","type":"string"},"pages_scraped":{"format":"int64","type":"integer"},"status":{"type":"string"},"total_pages":{"format":"int64","type":"integer"}},"required":["pages_scraped","status","total_pages"],"type":"object"},"ErrorApiResponseBody":{"properties":{"code":{"description":"A stable machine-readable identifier for this failure, safe to branch on\ninstead of the message text. Omitted when the failure has no assigned code.\n\nKnown values: `recipients_suppressed`, `email_bounced`, `internal_issue_reply_not_allowed`, `duplicate_object`, `invalid_authorization_header`, `invalid_api_token`, `invalid_oauth_token`, `wrong_region_token`, `organization_deactivated`, `organization_suspended`, `permission_denied`, `oauth_not_permitted`, `rate_limited`, `not_found`, `method_not_allowed`, `payload_too_large`, `invalid_request_body`, `internal_error`, `invalid_webhook_credentials`, `organization_inactive`. This list is not exhaustive.","type":"string"},"errors":{"description":"The list of errors.","items":{"type":"string"},"type":"array"},"exists_id":{"description":"The ID of the object that already exists if this is a duplicate object error.","type":"string"},"request_id":{"description":"The request ID for tracking.","type":"string"}},"required":["request_id"],"type":"object"}},"responses":{"CreateTrainingDataResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateTrainingDataResponseBody"}}},"description":""},"BadRequestApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request was invalid or could not be completed."},"UnauthorizedApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request could not be authenticated for this API."},"ForbiddenApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The authenticated caller or organization is not allowed to access this endpoint or operation."},"TooManyRequestsApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request exceeded the applicable rate limit.","headers":{"Retry-After":{"description":"Seconds until the next request to this endpoint is permitted.","schema":{"format":"int64","type":"integer"}},"X-Retry-After":{"description":"Seconds until the full per-minute allowance is restored. Capacity returns gradually before then.","schema":{"format":"int64","type":"integer"}}}},"InternalServerErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"An unexpected internal error occurred."}}},"paths":{"/training-data":{"post":{"description":"Creates a new training data configuration for the organization.\n\n**Rate limit:** 30 requests per minute","operationId":"CreateTrainingData","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateTrainingDataRequestBody"}}}},"responses":{"200":{"$ref":"#/components/responses/CreateTrainingDataResponse"},"400":{"$ref":"#/components/responses/BadRequestApiResponse"},"401":{"$ref":"#/components/responses/UnauthorizedApiResponse"},"403":{"$ref":"#/components/responses/ForbiddenApiResponse"},"429":{"$ref":"#/components/responses/TooManyRequestsApiResponse"},"500":{"$ref":"#/components/responses/InternalServerErrorApiResponse"}},"summary":"Create a training data configuration","tags":["training-data"]}}}}
```

## Get a training data configuration by its ID

> Returns a single training data configuration by ID.\
> \
> \*\*Rate limit:\*\* 300 requests per minute

```json
{"openapi":"3.0.3","info":{"title":"Pylon API.","version":"1.0.0"},"tags":[],"servers":[{"description":"US region","url":"https://api.usepylon.com"},{"description":"EU region","url":"https://api.eu.usepylon.com"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"description":"Authorization: Bearer <token>","scheme":"bearer","type":"http"}},"responses":{"GetTrainingDataResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/GetTrainingDataResponseBody"}}},"description":""},"BadRequestApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request was invalid or could not be completed."},"UnauthorizedApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request could not be authenticated for this API."},"ForbiddenApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The authenticated caller or organization is not allowed to access this endpoint or operation."},"ErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":""},"TooManyRequestsApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request exceeded the applicable rate limit.","headers":{"Retry-After":{"description":"Seconds until the next request to this endpoint is permitted.","schema":{"format":"int64","type":"integer"}},"X-Retry-After":{"description":"Seconds until the full per-minute allowance is restored. Capacity returns gradually before then.","schema":{"format":"int64","type":"integer"}}}},"InternalServerErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"An unexpected internal error occurred."}},"schemas":{"GetTrainingDataResponseBody":{"properties":{"data":{"$ref":"#/components/schemas/TrainingData"},"request_id":{"type":"string"}},"required":["data","request_id"],"type":"object"},"TrainingData":{"properties":{"created_at":{"format":"date-time","type":"string"},"documents":{"items":{"$ref":"#/components/schemas/TrainingDataDocument"},"type":"array"},"exclude_from_kb_search":{"type":"boolean"},"id":{"type":"string"},"name":{"type":"string"},"scrape_status":{"$ref":"#/components/schemas/TrainingDataScrapeStatus"},"type":{"type":"string"},"updated_at":{"format":"date-time","type":"string"},"visibility":{"description":"Known values: `everyone`, `user_only`, `ai_agent_only`. This list is not exhaustive.","type":"string"}},"required":["created_at","exclude_from_kb_search","id","name","type","updated_at","visibility"],"type":"object"},"TrainingDataDocument":{"properties":{"external_id":{"type":"string"},"file_name":{"type":"string"},"file_size":{"format":"int64","type":"integer"},"file_type":{"type":"string"},"id":{"type":"string"},"s3_key":{"type":"string"}},"required":["file_name","file_size","file_type","id","s3_key"],"type":"object"},"TrainingDataScrapeStatus":{"properties":{"last_scraped_at":{"format":"date-time","type":"string"},"pages_scraped":{"format":"int64","type":"integer"},"status":{"type":"string"},"total_pages":{"format":"int64","type":"integer"}},"required":["pages_scraped","status","total_pages"],"type":"object"},"ErrorApiResponseBody":{"properties":{"code":{"description":"A stable machine-readable identifier for this failure, safe to branch on\ninstead of the message text. Omitted when the failure has no assigned code.\n\nKnown values: `recipients_suppressed`, `email_bounced`, `internal_issue_reply_not_allowed`, `duplicate_object`, `invalid_authorization_header`, `invalid_api_token`, `invalid_oauth_token`, `wrong_region_token`, `organization_deactivated`, `organization_suspended`, `permission_denied`, `oauth_not_permitted`, `rate_limited`, `not_found`, `method_not_allowed`, `payload_too_large`, `invalid_request_body`, `internal_error`, `invalid_webhook_credentials`, `organization_inactive`. 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```

## Upload files as training data

> Uploads one or more files to a training data configuration.\
> \
> \*\*Rate limit:\*\* 30 requests per minute

```json
{"openapi":"3.0.3","info":{"title":"Pylon API.","version":"1.0.0"},"tags":[],"servers":[{"description":"US region","url":"https://api.usepylon.com"},{"description":"EU region","url":"https://api.eu.usepylon.com"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"description":"Authorization: Bearer <token>","scheme":"bearer","type":"http"}},"responses":{"TrainingDataUploadResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/TrainingDataUploadResponseBody"}}},"description":""},"BadRequestApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request was invalid or could not be completed."},"UnauthorizedApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request could not be authenticated for this API."},"ForbiddenApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The authenticated caller or organization is not allowed to access this endpoint or operation."},"TooManyRequestsApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request exceeded the applicable rate limit.","headers":{"Retry-After":{"description":"Seconds until the next request to this endpoint is permitted.","schema":{"format":"int64","type":"integer"}},"X-Retry-After":{"description":"Seconds until the full per-minute allowance is restored. Capacity returns gradually before then.","schema":{"format":"int64","type":"integer"}}}},"InternalServerErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"An unexpected internal error occurred."}},"schemas":{"TrainingDataUploadResponseBody":{"properties":{"data":{"$ref":"#/components/schemas/TrainingData"},"request_id":{"type":"string"}},"required":["data","request_id"],"type":"object"},"TrainingData":{"properties":{"created_at":{"format":"date-time","type":"string"},"documents":{"items":{"$ref":"#/components/schemas/TrainingDataDocument"},"type":"array"},"exclude_from_kb_search":{"type":"boolean"},"id":{"type":"string"},"name":{"type":"string"},"scrape_status":{"$ref":"#/components/schemas/TrainingDataScrapeStatus"},"type":{"type":"string"},"updated_at":{"format":"date-time","type":"string"},"visibility":{"description":"Known values: `everyone`, `user_only`, `ai_agent_only`. This list is not exhaustive.","type":"string"}},"required":["created_at","exclude_from_kb_search","id","name","type","updated_at","visibility"],"type":"object"},"TrainingDataDocument":{"properties":{"external_id":{"type":"string"},"file_name":{"type":"string"},"file_size":{"format":"int64","type":"integer"},"file_type":{"type":"string"},"id":{"type":"string"},"s3_key":{"type":"string"}},"required":["file_name","file_size","file_type","id","s3_key"],"type":"object"},"TrainingDataScrapeStatus":{"properties":{"last_scraped_at":{"format":"date-time","type":"string"},"pages_scraped":{"format":"int64","type":"integer"},"status":{"type":"string"},"total_pages":{"format":"int64","type":"integer"}},"required":["pages_scraped","status","total_pages"],"type":"object"},"ErrorApiResponseBody":{"properties":{"code":{"description":"A stable machine-readable identifier for this failure, safe to branch on\ninstead of the message text. 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Must match the number of files if provided.\nIf not provided, original filenames will be used.","items":{"type":"string"},"type":"array"},"files":{"description":"The files to upload (minimum 1, maximum 10).\nSupported types: PDF, plain text, markdown, CSV, JSON, and images (JPEG, PNG, GIF, WebP).\nMaximum size: 50MB per file, 100MB total.","items":{"type":"string"},"type":"array"},"training_data_id":{"description":"The ID of an existing training data container to upload files to.\nRequired if not creating new training data.","type":"string"},"training_data_name":{"description":"The name of a new training data container.\nRequired when creating new training data (if training_data_id is not provided).","type":"string"},"visibility":{"default":"everyone","description":"Visibility of the training data. Defaults to \"everyone\".\nValid values: \"everyone\", \"user_only\", \"ai_agent_only\"","enum":["everyone","user_only","ai_agent_only"],"type":"string"}},"required":["files"],"type":"object"}}}},"responses":{"200":{"$ref":"#/components/responses/TrainingDataUploadResponse"},"400":{"$ref":"#/components/responses/BadRequestApiResponse"},"401":{"$ref":"#/components/responses/UnauthorizedApiResponse"},"403":{"$ref":"#/components/responses/ForbiddenApiResponse"},"429":{"$ref":"#/components/responses/TooManyRequestsApiResponse"},"500":{"$ref":"#/components/responses/InternalServerErrorApiResponse"}},"summary":"Upload files as training data","tags":["training-data"]}}}}
```

## Upload text content as training data

> Uploads plain text content as a training data document.\
> \
> \*\*Rate limit:\*\* 30 requests per minute

```json
{"openapi":"3.0.3","info":{"title":"Pylon API.","version":"1.0.0"},"tags":[],"servers":[{"description":"US region","url":"https://api.usepylon.com"},{"description":"EU region","url":"https://api.eu.usepylon.com"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"description":"Authorization: Bearer <token>","scheme":"bearer","type":"http"}},"schemas":{"UploadTrainingDataFileContentRequestBody":{"properties":{"content":{"description":"The text content to upload.","type":"string"},"external_id":{"description":"External ID for idempotent operations (optional).","type":"string"},"file_name":{"description":"The name for the uploaded file.","type":"string"},"training_data_id":{"description":"The ID of an existing training data container to upload to (optional).","type":"string"},"training_data_name":{"description":"The name of a new training data container (required if training_data_id not provided).","type":"string"},"visibility":{"default":"everyone","description":"Visibility of the training data. Defaults to \"everyone\".","enum":["everyone","user_only","ai_agent_only"],"type":"string"}},"type":"object"},"TrainingDataUploadResponseBody":{"properties":{"data":{"$ref":"#/components/schemas/TrainingData"},"request_id":{"type":"string"}},"required":["data","request_id"],"type":"object"},"TrainingData":{"properties":{"created_at":{"format":"date-time","type":"string"},"documents":{"items":{"$ref":"#/components/schemas/TrainingDataDocument"},"type":"array"},"exclude_from_kb_search":{"type":"boolean"},"id":{"type":"string"},"name":{"type":"string"},"scrape_status":{"$ref":"#/components/schemas/TrainingDataScrapeStatus"},"type":{"type":"string"},"updated_at":{"format":"date-time","type":"string"},"visibility":{"description":"Known values: `everyone`, `user_only`, `ai_agent_only`. 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Capacity returns gradually before then.","schema":{"format":"int64","type":"integer"}}}},"InternalServerErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"An unexpected internal error occurred."}}},"paths":{"/training-data/upload-content":{"post":{"description":"Uploads plain text content as a training data document.\n\n**Rate limit:** 30 requests per minute","operationId":"UploadTrainingDataFileContent","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UploadTrainingDataFileContentRequestBody"}}}},"responses":{"200":{"$ref":"#/components/responses/UploadTrainingDataFileContentResponse"},"400":{"$ref":"#/components/responses/BadRequestApiResponse"},"401":{"$ref":"#/components/responses/UnauthorizedApiResponse"},"403":{"$ref":"#/components/responses/ForbiddenApiResponse"},"429":{"$ref":"#/components/responses/TooManyRequestsApiResponse"},"500":{"$ref":"#/components/responses/InternalServerErrorApiResponse"}},"summary":"Upload text content as training data","tags":["training-data"]}}}}
```

## Delete training data documents

> Removes documents from a training data configuration by document ID or external ID.\
> \
> \*\*Rate limit:\*\* 30 requests per minute

```json
{"openapi":"3.0.3","info":{"title":"Pylon API.","version":"1.0.0"},"tags":[],"servers":[{"description":"US region","url":"https://api.usepylon.com"},{"description":"EU region","url":"https://api.eu.usepylon.com"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"description":"Authorization: Bearer <token>","scheme":"bearer","type":"http"}},"responses":{"DeleteTrainingDataDocumentsResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/DeleteTrainingDataDocumentsResponseBody"}}},"description":""},"BadRequestApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request was invalid or could not be completed."},"UnauthorizedApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request could not be authenticated for this API."},"ForbiddenApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The authenticated caller or organization is not allowed to access this endpoint or operation."},"ErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":""},"TooManyRequestsApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"The request exceeded the applicable rate limit.","headers":{"Retry-After":{"description":"Seconds until the next request to this endpoint is permitted.","schema":{"format":"int64","type":"integer"}},"X-Retry-After":{"description":"Seconds until the full per-minute allowance is restored. Capacity returns gradually before then.","schema":{"format":"int64","type":"integer"}}}},"InternalServerErrorApiResponse":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorApiResponseBody"}}},"description":"An unexpected internal error occurred."}},"schemas":{"DeleteTrainingDataDocumentsResponseBody":{"properties":{"deleted_count":{"format":"int64","type":"integer"},"request_id":{"type":"string"}},"required":["deleted_count","request_id"],"type":"object"},"ErrorApiResponseBody":{"properties":{"code":{"description":"A stable machine-readable identifier for this failure, safe to branch on\ninstead of the message text. Omitted when the failure has no assigned code.\n\nKnown values: `recipients_suppressed`, `email_bounced`, `internal_issue_reply_not_allowed`, `duplicate_object`, `invalid_authorization_header`, `invalid_api_token`, `invalid_oauth_token`, `wrong_region_token`, `organization_deactivated`, `organization_suspended`, `permission_denied`, `oauth_not_permitted`, `rate_limited`, `not_found`, `method_not_allowed`, `payload_too_large`, `invalid_request_body`, `internal_error`, `invalid_webhook_credentials`, `organization_inactive`. This list is not exhaustive.","type":"string"},"errors":{"description":"The list of errors.","items":{"type":"string"},"type":"array"},"exists_id":{"description":"The ID of the object that already exists if this is a duplicate object error.","type":"string"},"request_id":{"description":"The request ID for tracking.","type":"string"}},"required":["request_id"],"type":"object"}}},"paths":{"/training-data/{id}/documents":{"delete":{"description":"Removes documents from a training data configuration by document ID or external ID.\n\n**Rate limit:** 30 requests per minute","operationId":"DeleteTrainingDataDocuments","parameters":[{"description":"The ID of the training data.","in":"path","name":"id","required":true,"schema":{"type":"string"}},{"description":"Document IDs to delete.","in":"query","name":"document_ids","schema":{"items":{"type":"string"},"type":"array"}},{"description":"External IDs to delete.","in":"query","name":"external_ids","schema":{"items":{"type":"string"},"type":"array"}}],"responses":{"200":{"$ref":"#/components/responses/DeleteTrainingDataDocumentsResponse"},"400":{"$ref":"#/components/responses/BadRequestApiResponse"},"401":{"$ref":"#/components/responses/UnauthorizedApiResponse"},"403":{"$ref":"#/components/responses/ForbiddenApiResponse"},"404":{"$ref":"#/components/responses/ErrorApiResponse"},"429":{"$ref":"#/components/responses/TooManyRequestsApiResponse"},"500":{"$ref":"#/components/responses/InternalServerErrorApiResponse"}},"summary":"Delete training data documents","tags":["training-data"]}}}}
```


---

# Agent Instructions
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```
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