--- title: Agent Observability 데이터 세트 레코드 나열 description: Agent Observability 데이터 세트의 모든 레코드를 생성 날짜순(최신순)으로 나열합니다. breadcrumbs: 문서 > API > Agent Observability 데이터 세트 레코드 나열 --- > For the complete documentation index, see [llms.txt](https://dnd37xeb23o8n.cloudfront.net/jen.gilbert/astro-base/llms.txt). # Agent Observability 데이터 세트 레코드 나열 ## v2 (latest) {% alert level="warning" %} **Note**: This endpoint is in preview and is subject to change. If you have any feedback, contact [Datadog support](https://docs.datadoghq.com/help.md). {% /alert %} | Datadog site | API endpoint | | ----------------- | ---------------------------------------------------------------------------------------------- | | app.datadoghq.com | GET https://api.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | us3.datadoghq.com | GET https://api.us3.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | us5.datadoghq.com | GET https://api.us5.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | app.datadoghq.eu | GET https://api.datadoghq.eu/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | ap1.datadoghq.com | GET https://api.ap1.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | ap2.datadoghq.com | GET https://api.ap2.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | uk1.datadoghq.com | GET https://api.uk1.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | app.ddog-gov.com | GET https://api.ddog-gov.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | | us2.ddog-gov.com | GET https://api.us2.ddog-gov.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/records | ### Overview Agent Observability 데이터 세트의 모든 레코드를 생성 날짜순(최신순)으로 나열합니다. ### Arguments #### Path Parameters | Field | Type | Description | | ----------------------- | ------ | ------------------------------------------ | | project_id [*required*] | string | The ID of the Agent Observability project. | | dataset_id [*required*] | string | The ID of the Agent Observability dataset. | #### Query Strings | Field | Type | Description | | --------------- | ------- | ---------------------------------------------------------------------------------- | | filter[version] | integer | Retrieve records from a specific dataset version. Defaults to the current version. | | page[cursor] | string | Use the Pagination cursor to retrieve the next page of results. | | page[limit] | integer | Maximum number of results to return per page. | ### Response {% tabs %} {% tab label="200" %} OK {% tabs %} {% tab label="Model" %} Response containing a paginated list of Agent Observability dataset records. | Parent field | Field | Type | Description | | --------------- | ---------------------------- | -------------- | ----------------------------------------------------- | | | data [*required*] | [object] | List of dataset records. | | data | created_at [*required*] | date-time | Timestamp when the record was created. | | data | dataset_id [*required*] | string | Identifier of the dataset this record belongs to. | | data | expected_output [*required*] | object | Represents any valid JSON value. | | expected_output | Object 1 | string | A scalar value represented as a string. | | expected_output | Object 2 | double | A scalar numeric value. | | expected_output | Object 3 | object | An arbitrary object value with additional properties. | | expected_output | Object 4 | [] | An array of arbitrary values. | | Object 4 | Object 1 | string | A scalar value represented as a string. | | Object 4 | Object 2 | double | A scalar numeric value. | | Object 4 | Object 3 | object | An arbitrary object value with additional properties. | | Object 4 | Object 4 | boolean | A scalar boolean value. | | expected_output | Object 5 | boolean | A scalar boolean value. | | data | id [*required*] | string | Unique identifier of the record. | | data | input [*required*] | object | Represents any valid JSON value. | | input | Object 1 | string | A scalar value represented as a string. | | input | Object 2 | double | A scalar numeric value. | | input | Object 3 | object | An arbitrary object value with additional properties. | | input | Object 4 | [] | An array of arbitrary values. | | Object 4 | Object 1 | string | A scalar value represented as a string. | | Object 4 | Object 2 | double | A scalar numeric value. | | Object 4 | Object 3 | object | An arbitrary object value with additional properties. | | Object 4 | Object 4 | boolean | A scalar boolean value. | | input | Object 5 | boolean | A scalar boolean value. | | data | metadata [*required*] | object | Arbitrary metadata associated with the record. | | data | updated_at [*required*] | date-time | Timestamp when the record was last updated. | | | meta | object | Pagination cursor metadata. | | meta | after | string | Cursor for the next page of results. | {% /tab %} {% tab label="Example" %} ```json { "data": [ { "created_at": "2024-01-15T10:30:00Z", "dataset_id": "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", "expected_output": { "description": "undefined", "type": "undefined" }, "id": "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", "input": { "description": "undefined", "type": "undefined" }, "metadata": {}, "updated_at": "2024-01-15T10:30:00Z" } ], "meta": { "after": "string" } } ``` {% /tab %} {% /tabs %} {% /tab %} {% tab label="400" %} Bad Request {% tabs %} {% tab label="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------- | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab label="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tabs %} {% /tab %} {% tab label="401" %} Unauthorized {% tabs %} {% tab label="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------- | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab label="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tabs %} {% /tab %} {% tab label="403" %} Forbidden {% tabs %} {% tab label="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------- | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab label="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tabs %} {% /tab %} {% tab label="404" %} Not Found {% tabs %} {% tab label="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------- | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab label="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tabs %} {% /tab %} {% tab label="429" %} Too many requests {% tabs %} {% tab label="Model" %} API error response. | Field | Type | Description | | ------------------- | -------- | ----------------- | | errors [*required*] | [string] | A list of errors. | {% /tab %} {% tab label="Example" %} ```json { "errors": [ "Bad Request" ] } ``` {% /tab %} {% /tabs %} {% /tab %} {% /tabs %} ### Code Example {% tabs %} {% tab label="Curl" %} ```bash # Path parameters export project_id="a33671aa-24fd-4dcd-9b33-a8ec7dde7751" export dataset_id="9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d" # Set your Datadog site and credentials export DD_SITE="datadoghq.com" # Or us3.datadoghq.com, us5.datadoghq.com, datadoghq.eu, ap1.datadoghq.com, ap2.datadoghq.com, uk1.datadoghq.com, ddog-gov.com, us2.ddog-gov.com # Use a Personal Access Token or Service Access Token export DD_BEARER_TOKEN="" curl -X GET "https://api.${DD_SITE}/api/v2/llm-obs/v1/${project_id}/datasets/${dataset_id}/records" \ -H "Accept: application/json" \ -H "Authorization: Bearer ${DD_BEARER_TOKEN}" ``` {% /tab %} {% tab label="Go" %} ```go // List Agent Observability dataset records returns "OK" response package main import ( "context" "encoding/json" "fmt" "os" "github.com/DataDog/datadog-api-client-go/v2/api/datadog" "github.com/DataDog/datadog-api-client-go/v2/api/datadogV2" ) func main() { ctx := datadog.NewDefaultContext(context.Background()) ctx = context.WithValue(ctx, datadog.ContextAccessToken, os.Getenv("DD_BEARER_TOKEN")) configuration := datadog.NewConfiguration() configuration.SetUnstableOperationEnabled("v2.ListLLMObsDatasetRecords", true) apiClient := datadog.NewAPIClient(configuration) api := datadogV2.NewAgentObservabilityApi(apiClient) resp, r, err := api.ListLLMObsDatasetRecords(ctx, "project_id", "dataset_id", *datadogV2.NewListLLMObsDatasetRecordsOptionalParameters()) if err != nil { fmt.Fprintf(os.Stderr, "Error when calling `AgentObservabilityApi.ListLLMObsDatasetRecords`: %v\n", err) fmt.Fprintf(os.Stderr, "Full HTTP response: %v\n", r) } responseContent, _ := json.MarshalIndent(resp, "", " ") fmt.Fprintf(os.Stdout, "Response from `AgentObservabilityApi.ListLLMObsDatasetRecords`:\n%s\n", responseContent) } ``` #### Instructions First [install the library and its dependencies](https://dnd37xeb23o8n.cloudfront.net/api/latest.md?code-lang=go) and then save the example to `main.go` and run following commands: ```bash DD_SITE="datadoghq.com" DD_BEARER_TOKEN="" go run "main.go" ``` {% /tab %} {% tab label="Java" %} ```java // List Agent Observability dataset records returns "OK" response import com.datadog.api.client.ApiClient; import com.datadog.api.client.ApiException; import com.datadog.api.client.v2.api.AgentObservabilityApi; import com.datadog.api.client.v2.model.LLMObsDatasetRecordsListResponse; public class Example { public static void main(String[] args) { ApiClient defaultClient = ApiClient.getDefaultApiClient(); defaultClient.setAccessToken(System.getenv("DD_BEARER_TOKEN")); defaultClient.setUnstableOperationEnabled("v2.listLLMObsDatasetRecords", true); AgentObservabilityApi apiInstance = new AgentObservabilityApi(defaultClient); try { LLMObsDatasetRecordsListResponse result = apiInstance.listLLMObsDatasetRecords( "a33671aa-24fd-4dcd-9b33-a8ec7dde7751", "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d"); System.out.println(result); } catch (ApiException e) { System.err.println("Exception when calling AgentObservabilityApi#listLLMObsDatasetRecords"); System.err.println("Status code: " + e.getCode()); System.err.println("Reason: " + e.getResponseBody()); System.err.println("Response headers: " + e.getResponseHeaders()); e.printStackTrace(); } } } ``` #### Instructions First [install the library and its dependencies](https://dnd37xeb23o8n.cloudfront.net/api/latest.md?code-lang=java) and then save the example to `Example.java` and run following commands: ```bash DD_SITE="datadoghq.com" DD_BEARER_TOKEN="" java "Example.java" ``` {% /tab %} {% tab label="Python" %} ```python """ List Agent Observability dataset records returns "OK" response """ from os import environ from datadog_api_client import ApiClient, Configuration from datadog_api_client.v2.api.agent_observability_api import AgentObservabilityApi configuration = Configuration() configuration.access_token = environ["DD_BEARER_TOKEN"] configuration.unstable_operations["list_llm_obs_dataset_records"] = True with ApiClient(configuration) as api_client: api_instance = AgentObservabilityApi(api_client) response = api_instance.list_llm_obs_dataset_records( project_id="project_id", dataset_id="dataset_id", ) print(response) ``` #### Instructions First [install the library and its dependencies](https://dnd37xeb23o8n.cloudfront.net/api/latest.md?code-lang=python) and then save the example to `example.py` and run following commands: ```bash DD_SITE="datadoghq.com" DD_BEARER_TOKEN="" python3 "example.py" ``` {% /tab %} {% tab label="Ruby" %} ```ruby # List Agent Observability dataset records returns "OK" response require "datadog_api_client" DatadogAPIClient.configure do |config| config.access_token = ENV["DD_BEARER_TOKEN"] config.unstable_operations["v2.list_llm_obs_dataset_records".to_sym] = true end api_instance = DatadogAPIClient::V2::AgentObservabilityAPI.new p api_instance.list_llm_obs_dataset_records("project_id", "dataset_id") ``` #### Instructions First [install the library and its dependencies](https://dnd37xeb23o8n.cloudfront.net/api/latest.md?code-lang=ruby) and then save the example to `example.rb` and run following commands: ```bash DD_SITE="datadoghq.com" DD_BEARER_TOKEN="" rb "example.rb" ``` {% /tab %} {% tab label="Rust" %} ```rust // List Agent Observability dataset records returns "OK" response use datadog_api_client::datadog; use datadog_api_client::datadogV2::api_agent_observability::AgentObservabilityAPI; use datadog_api_client::datadogV2::api_agent_observability::ListLLMObsDatasetRecordsOptionalParams; #[tokio::main] async fn main() { let mut configuration = datadog::Configuration::new(); configuration.set_unstable_operation_enabled("v2.list_llm_obs_dataset_records", true); let api = AgentObservabilityAPI::with_config(configuration); let resp = api .list_llm_obs_dataset_records( "project_id".to_string(), "dataset_id".to_string(), ListLLMObsDatasetRecordsOptionalParams::default(), ) .await; if let Ok(value) = resp { println!("{:#?}", value); } else { println!("{:#?}", resp.unwrap_err()); } } ``` #### Instructions First [install the library and its dependencies](https://dnd37xeb23o8n.cloudfront.net/api/latest.md?code-lang=rust) and then save the example to `src/main.rs` and run following commands: ```bash DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" cargo run ``` {% /tab %} {% tab label="TypeScript" %} ```typescript /** * List Agent Observability dataset records returns "OK" response */ import { client, v2 } from "@datadog/datadog-api-client"; const configuration = client.createConfiguration({ authMethods: { AuthZ: { accessToken: process.env.DD_BEARER_TOKEN as string, }, }, }); configuration.unstableOperations["v2.listLLMObsDatasetRecords"] = true; const apiInstance = new v2.AgentObservabilityApi(configuration); const params: v2.AgentObservabilityApiListLLMObsDatasetRecordsRequest = { projectId: "project_id", datasetId: "dataset_id", }; apiInstance .listLLMObsDatasetRecords(params) .then((data: v2.LLMObsDatasetRecordsListResponse) => { console.log( "API called successfully. Returned data: " + JSON.stringify(data) ); }) .catch((error: any) => console.error(error)); ``` #### Instructions First [install the library and its dependencies](https://dnd37xeb23o8n.cloudfront.net/api/latest.md?code-lang=typescript) and then save the example to `example.ts` and run following commands: ```bash DD_SITE="datadoghq.com" DD_BEARER_TOKEN="" tsc "example.ts" ``` {% /tab %} {% /tabs %}