curl --request POST \
  --url https://api.valiqor.com/v2/failure-analysis/analyze \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "dataset": [
    {
      "context": [
        "France is a country in Western Europe. Its capital is Paris."
      ],
      "input": "What is the capital of France?",
      "output": "The capital of France is Berlin."
    }
  ],
  "feature_kind": "rag",
  "run_eval": true,
  "run_security": false
}
'

import requests

url = "https://api.valiqor.com/v2/failure-analysis/analyze"

payload = {
    "dataset": [
        {
            "context": ["France is a country in Western Europe. Its capital is Paris."],
            "input": "What is the capital of France?",
            "output": "The capital of France is Berlin."
        }
    ],
    "feature_kind": "rag",
    "run_eval": True,
    "run_security": False
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    dataset: [
      {
        context: ['France is a country in Western Europe. Its capital is Paris.'],
        input: 'What is the capital of France?',
        output: 'The capital of France is Berlin.'
      }
    ],
    feature_kind: 'rag',
    run_eval: true,
    run_security: false
  })
};

fetch('https://api.valiqor.com/v2/failure-analysis/analyze', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.valiqor.com/v2/failure-analysis/analyze",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'dataset' => [
        [
                'context' => [
                                'France is a country in Western Europe. Its capital is Paris.'
                ],
                'input' => 'What is the capital of France?',
                'output' => 'The capital of France is Berlin.'
        ]
    ],
    'feature_kind' => 'rag',
    'run_eval' => true,
    'run_security' => false
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.valiqor.com/v2/failure-analysis/analyze"

	payload := strings.NewReader("{\n  \"dataset\": [\n    {\n      \"context\": [\n        \"France is a country in Western Europe. Its capital is Paris.\"\n      ],\n      \"input\": \"What is the capital of France?\",\n      \"output\": \"The capital of France is Berlin.\"\n    }\n  ],\n  \"feature_kind\": \"rag\",\n  \"run_eval\": true,\n  \"run_security\": false\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.valiqor.com/v2/failure-analysis/analyze")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"dataset\": [\n    {\n      \"context\": [\n        \"France is a country in Western Europe. Its capital is Paris.\"\n      ],\n      \"input\": \"What is the capital of France?\",\n      \"output\": \"The capital of France is Berlin.\"\n    }\n  ],\n  \"feature_kind\": \"rag\",\n  \"run_eval\": true,\n  \"run_security\": false\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.valiqor.com/v2/failure-analysis/analyze")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"dataset\": [\n    {\n      \"context\": [\n        \"France is a country in Western Europe. Its capital is Paris.\"\n      ],\n      \"input\": \"What is the capital of France?\",\n      \"output\": \"The capital of France is Berlin.\"\n    }\n  ],\n  \"feature_kind\": \"rag\",\n  \"run_eval\": true,\n  \"run_security\": false\n}"

response = http.request(request)
puts response.read_body

{
  "run_id": "<string>",
  "status": "<string>",
  "mode": "<string>",
  "input_type": "<string>",
  "feature_kind": "<string>",
  "summary": {
    "primary_failure": "<string>",
    "primary_failure_name": "<string>",
    "overall_severity": 0,
    "overall_confidence": 0,
    "total_failures_detected": 0,
    "total_passes": 0,
    "total_uncertain": 0,
    "total_items": 0,
    "items_with_failures": 0,
    "items_all_passed": 0,
    "buckets_affected": [
      "<string>"
    ],
    "should_alert": false,
    "should_gate_ci": false,
    "needs_human_review": false
  },
  "failure_tags": [
    {
      "tag_id": "<string>",
      "bucket_id": "<string>",
      "bucket_name": "<string>",
      "subcategory_id": "<string>",
      "subcategory_name": "<string>",
      "decision": "<string>",
      "severity": 2.5,
      "confidence": 0.5,
      "detector_type_used": "<string>",
      "scoring_breakdown": {
        "impact": 123,
        "risk": 123,
        "final_severity": 123,
        "final_confidence": 123,
        "frequency_weight": 1,
        "security_override": "<string>",
        "deterministic_weight": 0,
        "judge_weight": 0,
        "security_weight": 0,
        "metric_agreement_bonus": 0,
        "disagreement_penalty": 0
      },
      "item_index": 123,
      "judge_rationale": "<string>",
      "eval_metric_values": {},
      "evidence_items": [
        {
          "item_id": "<string>",
          "evidence_type": "<string>",
          "description": "<string>",
          "source": "<string>",
          "content_snippet": "<string>",
          "confidence": 1,
          "metadata": {}
        }
      ]
    }
  ],
  "inputs": [
    {
      "item_index": 123,
      "input_text": "<string>",
      "output_text": "<string>",
      "input_preview": "",
      "output_preview": "",
      "context": [
        "<string>"
      ],
      "tool_calls": [
        {}
      ],
      "trace_id": "<string>",
      "failure_count": 0,
      "pass_count": 0,
      "unsure_count": 0,
      "max_severity": 0
    }
  ],
  "eval_metrics": {},
  "eval_run_id": "<string>",
  "security_flags": {},
  "security_batch_id": "<string>",
  "detectors_run": [
    "<string>"
  ],
  "detectors_skipped": [
    "<string>"
  ],
  "duration_ms": 0,
  "tokens_used": 0,
  "created_at": "2023-11-07T05:31:56Z"
}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>"
    }
  ]
}