import requests

url = "https://eu.app.clarifeye.ai/api/v1/projects/{project_id}/tag-extractors/"

payload = {
    "name": "Department classifier",
    "brief": "Classify each chunk into a department.",
    "llm_model": "gpt-4o",
    "tagging_tree": {
        "id": "department",
        "label": "Department",
        "children": [
            {
                "id": "legal",
                "label": "Legal",
                "children": []
            },
            {
                "id": "finance",
                "label": "Finance",
                "children": []
            },
            {
                "id": "engineering",
                "label": "Engineering",
                "children": []
            }
        ]
    },
    "extraction_prompt": "Choose the department this chunk most likely belongs to.",
    "tag_level": "chunk",
    "enforce_single_tag": True,
    "compute_alerts": False,
    "document_ids": []
}
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({
    name: 'Department classifier',
    brief: 'Classify each chunk into a department.',
    llm_model: 'gpt-4o',
    tagging_tree: {
      id: 'department',
      label: 'Department',
      children: [
        {id: 'legal', label: 'Legal', children: []},
        {id: 'finance', label: 'Finance', children: []},
        {id: 'engineering', label: 'Engineering', children: []}
      ]
    },
    extraction_prompt: 'Choose the department this chunk most likely belongs to.',
    tag_level: 'chunk',
    enforce_single_tag: true,
    compute_alerts: false,
    document_ids: []
  })
};

fetch('https://eu.app.clarifeye.ai/api/v1/projects/{project_id}/tag-extractors/', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

curl --request POST \
  --url https://eu.app.clarifeye.ai/api/v1/projects/{project_id}/tag-extractors/ \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "name": "Department classifier",
  "brief": "Classify each chunk into a department.",
  "llm_model": "gpt-4o",
  "tagging_tree": {
    "id": "department",
    "label": "Department",
    "children": [
      {
        "id": "legal",
        "label": "Legal",
        "children": []
      },
      {
        "id": "finance",
        "label": "Finance",
        "children": []
      },
      {
        "id": "engineering",
        "label": "Engineering",
        "children": []
      }
    ]
  },
  "extraction_prompt": "Choose the department this chunk most likely belongs to.",
  "tag_level": "chunk",
  "enforce_single_tag": true,
  "compute_alerts": false,
  "document_ids": []
}
'

{
  "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
  "name": "Department classifier",
  "brief": "Classify each chunk into a department.",
  "llm_model": "gpt-4o",
  "tagging_tree": {
    "id": "department",
    "label": "Department",
    "children": [
      {
        "id": "legal",
        "label": "Legal",
        "children": []
      },
      {
        "id": "finance",
        "label": "Finance",
        "children": []
      }
    ]
  },
  "extraction_prompt": "Choose the department this chunk most likely belongs to.",
  "tag_level": "chunk",
  "document_ids": [],
  "compute_alerts": false,
  "enforce_single_tag": false,
  "pre_execution_filter": {},
  "alerts_additional_instructions": "<string>",
  "alerts_llm_model": "<string>",
  "created_at": "2023-11-07T05:31:56Z",
  "updated_at": "2023-11-07T05:31:56Z",
  "prompt_generation_status": "<string>",
  "deployed_tagging_tree": {},
  "deployed_extraction_prompt": "<string>",
  "deployed_llm_model": "<string>",
  "extracted_tags_table": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
  "alerts_tags_table": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
  "chunks_table_version_info": {},
  "filtering_options": [
    {}
  ],
  "table_version_updates": {},
  "versions": [
    {
      "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
      "name": "<string>",
      "created_at": "2023-11-07T05:31:56Z",
      "updated_at": "2023-11-07T05:31:56Z",
      "is_default": true,
      "tagging_tree": {
        "id": "department",
        "label": "Department",
        "children": [
          {
            "id": "legal",
            "label": "Legal",
            "children": []
          },
          {
            "id": "finance",
            "label": "Finance",
            "children": []
          }
        ]
      },
      "extraction_prompt": "Choose the department this chunk most likely belongs to.",
      "llm_model": "gpt-4o",
      "enforce_single_tag": false,
      "alerts_additional_instructions": "<string>"
    }
  ],
  "default_version": {
    "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
    "name": "<string>",
    "created_at": "2023-11-07T05:31:56Z",
    "updated_at": "2023-11-07T05:31:56Z",
    "is_default": true,
    "tagging_tree": {
      "id": "department",
      "label": "Department",
      "children": [
        {
          "id": "legal",
          "label": "Legal",
          "children": []
        },
        {
          "id": "finance",
          "label": "Finance",
          "children": []
        }
      ]
    },
    "extraction_prompt": "Choose the department this chunk most likely belongs to.",
    "llm_model": "gpt-4o",
    "enforce_single_tag": false,
    "alerts_additional_instructions": "<string>"
  },
  "latest_version": {
    "id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
    "name": "<string>",
    "created_at": "2023-11-07T05:31:56Z",
    "updated_at": "2023-11-07T05:31:56Z",
    "is_default": true,
    "tagging_tree": {
      "id": "department",
      "label": "Department",
      "children": [
        {
          "id": "legal",
          "label": "Legal",
          "children": []
        },
        {
          "id": "finance",
          "label": "Finance",
          "children": []
        }
      ]
    },
    "extraction_prompt": "Choose the department this chunk most likely belongs to.",
    "llm_model": "gpt-4o",
    "enforce_single_tag": false,
    "alerts_additional_instructions": "<string>"
  }
}

{
  "error": "User not found"
}

{
  "error": "Authentication credentials were not provided."
}

{
  "error": "You do not have permission to perform this action."
}