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# Ingest Atif

POST http://localhost:8080/apis/intake/v2/workspaces/{workspace}/ingest/atif
Content-Type: application/json

Reference: https://docs.nvidia.com/nemo-helix/documentation/reference/api-reference/ingest/atif-apis-intake-v-2-workspaces-workspace-ingest-atif-post

## Request

### Path parameters

- `workspace` (string, required)

### Body (application/json)

This endpoint expects an AtifIngestRequest.

- `schema_version` (enum, required)
  - Allowed values: `ATIF-v1.0`, `ATIF-v1.1`, `ATIF-v1.2`, `ATIF-v1.3`, `ATIF-v1.4`, `ATIF-v1.5`, `ATIF-v1.6`, `ATIF-v1.7`
- `agent` (AtifAgent, required)
- `evaluation_context` (EvaluationContext, optional) — Intake extension outside ATIF. Spec-valid producers put the same object at extra.evaluation_context. Existing callers may keep sending this top-level alias.
- `session_id` (string, optional)
- `trajectory_id` (string, optional)
- `final_metrics` (AtifFinalMetrics, optional)
- `continued_trajectory_ref` (string, optional)
- `notes` (string, optional)
- `extra` (map from string to any, optional)
- `steps` (list of AtifStep, optional)
- `subagent_trajectories` (list of AtifTrajectory, optional)

## Response

### 201

Successful Response

## Errors

### 422 Unprocessable Entity Error

Validation Error

- `detail` (list of ValidationError, optional)

## Types

### AtifAgent

- `name` (string, required)
- `version` (string, required)
- `model_name` (string, optional)
- `tool_definitions` (list of map from string to any, optional)
- `extra` (map from string to any, optional)

### EvaluationContext

Identifies the Evaluation and optional test case associated with ingested telemetry.

- `evaluation_name` (string, optional) — Name of an existing Evaluation.
- `test_case_name` (string, optional) — Optional producer-supplied test case name.
- `evaluation_id` (string, optional, deprecated) — Deprecated alias for evaluation_name. Use evaluation_name instead.
- `test_case_id` (string, optional, deprecated) — Deprecated alias for test_case_name. Use test_case_name instead.

### AtifFinalMetrics

- `total_prompt_tokens` (integer, optional)
- `total_completion_tokens` (integer, optional)
- `total_cached_tokens` (integer, optional)
- `total_cost_usd` (double, optional)
- `total_steps` (integer, optional)
- `extra` (map from string to any, optional)

### AtifStep

- `source`: `agent` (AtifStepAgent)
  - `step_id` (integer, required)
  - `extra` (map from string to any, optional)
  - `is_copied_context` (boolean, optional)
  - `llm_call_count` (integer, optional)
  - `message` (AtifStepAgentMessage, optional, default: )
  - `metrics` (AtifMetrics, optional)
  - `model_name` (string, optional)
  - `observation` (AtifObservation, optional)
  - `reasoning_content` (string, optional)
  - `reasoning_effort` (AtifStepAgentReasoningEffort, optional)
  - `timestamp` (datetime, optional)
  - `tool_calls` (list of AtifToolCall, optional)
- `source`: `system` (AtifStepSystem)
  - `step_id` (integer, required)
  - `extra` (map from string to any, optional)
  - `is_copied_context` (boolean, optional)
  - `llm_call_count` (integer, optional)
  - `message` (AtifStepSystemMessage, optional, default: )
  - `observation` (AtifObservation, optional)
  - `timestamp` (datetime, optional)
- `source`: `user` (AtifStepUser)
  - `step_id` (integer, required)
  - `extra` (map from string to any, optional)
  - `is_copied_context` (boolean, optional)
  - `llm_call_count` (integer, optional)
  - `message` (AtifStepUserMessage, optional, default: )
  - `observation` (AtifObservation, optional)
  - `timestamp` (datetime, optional)

### AtifTrajectory

- `agent` (AtifAgent, required)
- `schema_version` (enum, optional, default: ATIF-v1.7)
  - Allowed values: `ATIF-v1.0`, `ATIF-v1.1`, `ATIF-v1.2`, `ATIF-v1.3`, `ATIF-v1.4`, `ATIF-v1.5`, `ATIF-v1.6`, `ATIF-v1.7`
- `session_id` (string, optional)
- `trajectory_id` (string, optional)
- `steps` (list of AtifStep, optional)
- `notes` (string, optional)
- `final_metrics` (AtifFinalMetrics, optional)
- `continued_trajectory_ref` (string, optional)
- `extra` (map from string to any, optional)
- `subagent_trajectories` (list of AtifTrajectory, optional) — Embedded ATIF-v1.7 subagent trajectories. Intake expands these into the parent trajectory's trace, resolving subagent_trajectory_ref entries by trajectory_id.
- `evaluation_context` (EvaluationContext, optional) — Identifies the Evaluation and optional test case associated with ingested telemetry.

### ValidationError

- `loc` (list of ValidationErrorLocItems, required)
- `msg` (string, required)
- `type` (string, required)
- `input` (any, optional)
- `ctx` (map from string to any, optional)

### AtifStepAgentMessage

- string
- list of AtifContentPart

### AtifMetrics

- `prompt_tokens` (integer, optional)
- `completion_tokens` (integer, optional)
- `cached_tokens` (integer, optional)
- `cost_usd` (double, optional)
- `prompt_token_ids` (list of integer, optional)
- `completion_token_ids` (list of integer, optional)
- `logprobs` (list of double, optional)
- `extra` (map from string to any, optional)

### AtifObservation

- `results` (list of AtifObservationResult, optional)

### AtifStepAgentReasoningEffort

- string
- double

### AtifToolCall

- `tool_call_id` (string, required)
- `function_name` (string, required)
- `arguments` (map from string to any, optional)
- `extra` (map from string to any, optional)

### AtifStepSystemMessage

- string
- list of AtifContentPart

### AtifStepUserMessage

- string
- list of AtifContentPart

### ValidationErrorLocItems

- string
- integer

### AtifContentPart

- `type`: `image` (AtifContentPartImage)
  - `source` (AtifImageSource, required)
- `type`: `text` (AtifContentPartText)
  - `text` (string, required)

### AtifObservationResult

- `source_call_id` (string, optional)
- `content` (AtifObservationResultContent, optional)
- `subagent_trajectory_ref` (list of AtifSubagentTrajectoryRef, optional)
- `extra` (map from string to any, optional)

### AtifImageSource

- `media_type` (enum, required)
  - Allowed values: `image/jpeg`, `image/png`, `image/gif`, `image/webp`
- `path` (string, required)

### AtifObservationResultContent

- string
- list of AtifContentPart

### AtifSubagentTrajectoryRef

- any
- any
- any

## Examples

**Request**

```json
{
  "schema_version": "ATIF-v1.0",
  "agent": {
    "name": "string",
    "version": "string"
  }
}
```

**Response**

```json
{}
```

**SDK Code**

```python
import requests

url = "http://localhost:8080/apis/intake/v2/workspaces/default/ingest/atif"
headers = {"Content-Type": "application/json"}
payload = "{\"schema_version\": \"ATIF-v1.7\", \"agent\": {\"name\": \"my-agent\", \"version\": \"1.0\"}, \"steps\": [{\"step_id\": 1, \"source\": \"user\", \"message\": \"Hello!\"}]}"

response = requests.request("POST", url, headers=headers, data=payload)
response.raise_for_status()
print(response.status_code)  # no response body

```

```javascript
const response = await fetch("http://localhost:8080/apis/intake/v2/workspaces/default/ingest/atif", {
  method: "POST",
  headers: {"Content-Type": "application/json"},
  body: "{\"schema_version\": \"ATIF-v1.7\", \"agent\": {\"name\": \"my-agent\", \"version\": \"1.0\"}, \"steps\": [{\"step_id\": 1, \"source\": \"user\", \"message\": \"Hello!\"}]}",
});
if (!response.ok) throw new Error(`HTTP ${response.status}`);
console.log(response.status); // no response body

```