# Datasets

## List Datasets

> List datasets for the authenticated organization

```json
{"openapi":"3.1.0","info":{"title":"LightningRod API","version":"1.0.0"},"servers":[{"url":"/api/public/v1"}],"security":[{"HTTPBearer":[]}],"components":{"securitySchemes":{"HTTPBearer":{"type":"http","scheme":"bearer"}},"schemas":{"ListDatasetsResponse":{"properties":{"datasets":{"items":{"$ref":"#/components/schemas/DatasetMetadata"},"type":"array","title":"Datasets"},"next_cursor":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Next Cursor"},"has_more":{"type":"boolean","title":"Has More"},"total":{"type":"integer","title":"Total"}},"type":"object","required":["datasets","has_more","total"],"title":"ListDatasetsResponse"},"DatasetMetadata":{"properties":{"id":{"type":"string","title":"Id"},"num_rows":{"type":"integer","title":"Num Rows"},"created_at":{"type":"string","format":"date-time","title":"Created At"},"updated_at":{"type":"string","format":"date-time","title":"Updated At"}},"type":"object","required":["id","num_rows","created_at","updated_at"],"title":"DatasetMetadata"},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"},"input":{"title":"Input"},"ctx":{"type":"object","title":"Context"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}}},"paths":{"/datasets":{"get":{"tags":["Datasets"],"summary":"List Datasets","description":"List datasets for the authenticated organization","operationId":"list_datasets_datasets_get","parameters":[{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":100,"minimum":1,"default":10,"title":"Limit"}},{"name":"cursor","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Cursor"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ListDatasetsResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}}}
```

## Create Dataset

> Create a new empty dataset

```json
{"openapi":"3.1.0","info":{"title":"LightningRod API","version":"1.0.0"},"servers":[{"url":"/api/public/v1"}],"security":[{"HTTPBearer":[]}],"components":{"securitySchemes":{"HTTPBearer":{"type":"http","scheme":"bearer"}},"schemas":{"CreateDatasetResponse":{"properties":{"id":{"type":"string","title":"Id"}},"type":"object","required":["id"],"title":"CreateDatasetResponse"}}},"paths":{"/datasets":{"post":{"tags":["Datasets"],"summary":"Create Dataset","description":"Create a new empty dataset","operationId":"create_dataset_datasets_post","responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateDatasetResponse"}}}}}}}}}
```

## Get Dataset

> Get dataset metadata including ID and row count

```json
{"openapi":"3.1.0","info":{"title":"LightningRod API","version":"1.0.0"},"servers":[{"url":"/api/public/v1"}],"security":[{"HTTPBearer":[]}],"components":{"securitySchemes":{"HTTPBearer":{"type":"http","scheme":"bearer"}},"schemas":{"DatasetMetadata":{"properties":{"id":{"type":"string","title":"Id"},"num_rows":{"type":"integer","title":"Num Rows"},"created_at":{"type":"string","format":"date-time","title":"Created At"},"updated_at":{"type":"string","format":"date-time","title":"Updated At"}},"type":"object","required":["id","num_rows","created_at","updated_at"],"title":"DatasetMetadata"},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"},"input":{"title":"Input"},"ctx":{"type":"object","title":"Context"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}}},"paths":{"/datasets/{dataset_id}":{"get":{"tags":["Datasets"],"summary":"Get Dataset","description":"Get dataset metadata including ID and row count","operationId":"get_dataset_datasets__dataset_id__get","parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DatasetMetadata"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}}}
```

## Get Dataset Samples

> Get samples from a dataset with cursor-based pagination

```json
{"openapi":"3.1.0","info":{"title":"LightningRod API","version":"1.0.0"},"servers":[{"url":"/api/public/v1"}],"security":[{"HTTPBearer":[]}],"components":{"securitySchemes":{"HTTPBearer":{"type":"http","scheme":"bearer"}},"schemas":{"PaginatedSamplesResponse":{"properties":{"samples":{"items":{"$ref":"#/components/schemas/Sample"},"type":"array","title":"Samples"},"next_cursor":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Next Cursor"},"has_more":{"type":"boolean","title":"Has More"},"total":{"type":"integer","title":"Total"}},"type":"object","required":["samples","has_more","total"],"title":"PaginatedSamplesResponse"},"Sample":{"properties":{"id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Id"},"seed":{"anyOf":[{"$ref":"#/components/schemas/Seed"},{"type":"null"}]},"question":{"anyOf":[{"oneOf":[{"$ref":"#/components/schemas/ForwardLookingQuestion"},{"$ref":"#/components/schemas/Question"}],"discriminator":{"propertyName":"question_type","mapping":{"FORWARD_LOOKING_QUESTION":"#/components/schemas/ForwardLookingQuestion","QUESTION":"#/components/schemas/Question"}}},{"type":"null"}],"title":"Question"},"label":{"anyOf":[{"$ref":"#/components/schemas/Label"},{"type":"null"}]},"prompt":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt"},"context":{"anyOf":[{"items":{"oneOf":[{"$ref":"#/components/schemas/NewsContext"},{"$ref":"#/components/schemas/RAGContext"}],"discriminator":{"propertyName":"context_type","mapping":{"NEWS_CONTEXT":"#/components/schemas/NewsContext","RAG_CONTEXT":"#/components/schemas/RAGContext"}}},"type":"array"},{"type":"null"}],"title":"Context"},"rollouts":{"anyOf":[{"items":{"$ref":"#/components/schemas/Rollout"},"type":"array"},{"type":"null"}],"title":"Rollouts"},"meta":{"additionalProperties":true,"type":"object","title":"Meta","default":{}},"is_valid":{"type":"boolean","title":"Is Valid","default":true}},"type":"object","title":"Sample"},"Seed":{"properties":{"seed_text":{"type":"string","title":"Seed Text"},"url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Url"},"seed_creation_date":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Seed Creation Date"},"search_query":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Search Query"}},"type":"object","required":["seed_text"],"title":"Seed"},"ForwardLookingQuestion":{"properties":{"question_type":{"type":"string","const":"FORWARD_LOOKING_QUESTION","title":"Question Type","default":"FORWARD_LOOKING_QUESTION"},"question_text":{"type":"string","title":"Question Text"},"date_close":{"type":"string","format":"date-time","title":"Date Close"},"event_date":{"type":"string","format":"date-time","title":"Event Date"},"resolution_criteria":{"type":"string","title":"Resolution Criteria"},"prediction_date":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Prediction Date"}},"type":"object","required":["question_text","date_close","event_date","resolution_criteria"],"title":"ForwardLookingQuestion"},"Question":{"properties":{"question_type":{"type":"string","const":"QUESTION","title":"Question Type","default":"QUESTION"},"question_text":{"type":"string","title":"Question Text"}},"type":"object","required":["question_text"],"title":"Question"},"Label":{"properties":{"label":{"type":"string","title":"Label"},"label_confidence":{"type":"number","title":"Label Confidence"},"answer_type":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Answer Type"},"resolution_date":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Resolution Date"},"reasoning":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Reasoning"},"answer_sources":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Answer Sources"}},"type":"object","required":["label","label_confidence"],"title":"Label"},"NewsContext":{"properties":{"context_type":{"type":"string","const":"NEWS_CONTEXT","title":"Context Type","default":"NEWS_CONTEXT"},"rendered_context":{"type":"string","title":"Rendered Context"},"search_query":{"type":"string","title":"Search Query"}},"type":"object","required":["rendered_context","search_query"],"title":"NewsContext"},"RAGContext":{"properties":{"context_type":{"type":"string","const":"RAG_CONTEXT","title":"Context Type","default":"RAG_CONTEXT"},"rendered_context":{"type":"string","title":"Rendered Context"},"document_id":{"type":"string","title":"Document Id"}},"type":"object","required":["rendered_context","document_id"],"title":"RAGContext"},"Rollout":{"properties":{"model_name":{"type":"string","title":"Model Name"},"content":{"type":"string","title":"Content"},"parsed_output":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Parsed Output"},"reasoning":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Reasoning"},"reward":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Reward"}},"type":"object","required":["model_name","content"],"title":"Rollout","description":"A single model rollout/response."},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"},"input":{"title":"Input"},"ctx":{"type":"object","title":"Context"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}}},"paths":{"/datasets/{dataset_id}/samples":{"get":{"tags":["Datasets"],"summary":"Get Dataset Samples","description":"Get samples from a dataset with cursor-based pagination","operationId":"get_dataset_samples_datasets__dataset_id__samples_get","parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}},{"name":"limit","in":"query","required":false,"schema":{"type":"integer","maximum":5000,"minimum":1,"default":1000,"title":"Limit"}},{"name":"cursor","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Cursor"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/PaginatedSamplesResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}}}
```

## Upload Samples

> Upload samples to a dataset

```json
{"openapi":"3.1.0","info":{"title":"LightningRod API","version":"1.0.0"},"servers":[{"url":"/api/public/v1"}],"security":[{"HTTPBearer":[]}],"components":{"securitySchemes":{"HTTPBearer":{"type":"http","scheme":"bearer"}},"schemas":{"UploadSamplesRequest":{"properties":{"samples":{"items":{"$ref":"#/components/schemas/Sample"},"type":"array","title":"Samples"}},"type":"object","required":["samples"],"title":"UploadSamplesRequest"},"Sample":{"properties":{"id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Id"},"seed":{"anyOf":[{"$ref":"#/components/schemas/Seed"},{"type":"null"}]},"question":{"anyOf":[{"oneOf":[{"$ref":"#/components/schemas/ForwardLookingQuestion"},{"$ref":"#/components/schemas/Question"}],"discriminator":{"propertyName":"question_type","mapping":{"FORWARD_LOOKING_QUESTION":"#/components/schemas/ForwardLookingQuestion","QUESTION":"#/components/schemas/Question"}}},{"type":"null"}],"title":"Question"},"label":{"anyOf":[{"$ref":"#/components/schemas/Label"},{"type":"null"}]},"prompt":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt"},"context":{"anyOf":[{"items":{"oneOf":[{"$ref":"#/components/schemas/NewsContext"},{"$ref":"#/components/schemas/RAGContext"}],"discriminator":{"propertyName":"context_type","mapping":{"NEWS_CONTEXT":"#/components/schemas/NewsContext","RAG_CONTEXT":"#/components/schemas/RAGContext"}}},"type":"array"},{"type":"null"}],"title":"Context"},"rollouts":{"anyOf":[{"items":{"$ref":"#/components/schemas/Rollout"},"type":"array"},{"type":"null"}],"title":"Rollouts"},"meta":{"additionalProperties":true,"type":"object","title":"Meta","default":{}},"is_valid":{"type":"boolean","title":"Is Valid","default":true}},"type":"object","title":"Sample"},"Seed":{"properties":{"seed_text":{"type":"string","title":"Seed Text"},"url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Url"},"seed_creation_date":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Seed Creation Date"},"search_query":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Search Query"}},"type":"object","required":["seed_text"],"title":"Seed"},"ForwardLookingQuestion":{"properties":{"question_type":{"type":"string","const":"FORWARD_LOOKING_QUESTION","title":"Question Type","default":"FORWARD_LOOKING_QUESTION"},"question_text":{"type":"string","title":"Question Text"},"date_close":{"type":"string","format":"date-time","title":"Date Close"},"event_date":{"type":"string","format":"date-time","title":"Event Date"},"resolution_criteria":{"type":"string","title":"Resolution Criteria"},"prediction_date":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Prediction Date"}},"type":"object","required":["question_text","date_close","event_date","resolution_criteria"],"title":"ForwardLookingQuestion"},"Question":{"properties":{"question_type":{"type":"string","const":"QUESTION","title":"Question Type","default":"QUESTION"},"question_text":{"type":"string","title":"Question Text"}},"type":"object","required":["question_text"],"title":"Question"},"Label":{"properties":{"label":{"type":"string","title":"Label"},"label_confidence":{"type":"number","title":"Label Confidence"},"answer_type":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Answer Type"},"resolution_date":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Resolution Date"},"reasoning":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Reasoning"},"answer_sources":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Answer Sources"}},"type":"object","required":["label","label_confidence"],"title":"Label"},"NewsContext":{"properties":{"context_type":{"type":"string","const":"NEWS_CONTEXT","title":"Context Type","default":"NEWS_CONTEXT"},"rendered_context":{"type":"string","title":"Rendered Context"},"search_query":{"type":"string","title":"Search Query"}},"type":"object","required":["rendered_context","search_query"],"title":"NewsContext"},"RAGContext":{"properties":{"context_type":{"type":"string","const":"RAG_CONTEXT","title":"Context Type","default":"RAG_CONTEXT"},"rendered_context":{"type":"string","title":"Rendered Context"},"document_id":{"type":"string","title":"Document Id"}},"type":"object","required":["rendered_context","document_id"],"title":"RAGContext"},"Rollout":{"properties":{"model_name":{"type":"string","title":"Model Name"},"content":{"type":"string","title":"Content"},"parsed_output":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Parsed Output"},"reasoning":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Reasoning"},"reward":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Reward"}},"type":"object","required":["model_name","content"],"title":"Rollout","description":"A single model rollout/response."},"UploadSamplesResponse":{"properties":{"count":{"type":"integer","title":"Count"},"total":{"type":"integer","title":"Total"}},"type":"object","required":["count","total"],"title":"UploadSamplesResponse"},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"},"input":{"title":"Input"},"ctx":{"type":"object","title":"Context"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}}},"paths":{"/datasets/{dataset_id}/samples":{"post":{"tags":["Datasets"],"summary":"Upload Samples","description":"Upload samples to a dataset","operationId":"upload_samples_datasets__dataset_id__samples_post","parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UploadSamplesRequest"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/UploadSamplesResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}}}
```


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.lightningrod.ai/rest-api/datasets.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
