Skip to main content
POST
/
events
/
model
Python
import honeyhive
from honeyhive.models import components, operations

s = honeyhive.HoneyHive(
    bearer_auth="<YOUR_BEARER_TOKEN_HERE>",
)


res = s.events.create_model_event(request=operations.CreateModelEventRequestBody(
    model_event=components.CreateModelEvent(
        project='New Project',
        model='gpt-4o',
        provider='openai',
        messages=[
            {
                'role': 'system',
                'content': 'Hello, world!',
            },
        ],
        response={
            'role': 'assistant',
            'content': 'Hello, world!',
        },
        duration=42,
        usage={
            'prompt_tokens': 10,
            'completion_tokens': 10,
            'total_tokens': 20,
        },
        cost=0.00008,
        error=None,
        source='playground',
        event_name='Model Completion',
        hyperparameters={
            'temperature': 0,
            'top_p': 1,
            'max_tokens': 1000,
            'presence_penalty': 0,
            'frequency_penalty': 0,
            'stop': [
                '<value>',
            ],
            'n': 1,
        },
        template=[
            {
                'role': 'system',
                'content': 'Hello, {{ name }}!',
            },
        ],
        template_inputs={
            'name': 'world',
        },
        tools=[
            {
                'key': '<value>',
            },
        ],
        tool_choice='none',
        response_format={
            'type': 'text',
        },
    ),
))

if res.object is not None:
    # handle response
    pass
{
  "event_id": "7f22137a-6911-4ed3-bc36-110f1dde6b66",
  "success": true
}

Authorizations

​
Authorization
string
header
required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Body

application/json
​
model_event
object
Example:
{
  "project": "New Project",
  "model": "gpt-4o",
  "provider": "openai",
  "messages": [
    {
      "role": "system",
      "content": "Hello, world!"
    }
  ],
  "response": {
    "role": "assistant",
    "content": "Hello, world!"
  },
  "duration": 42,
  "usage": {
    "prompt_tokens": 10,
    "completion_tokens": 10,
    "total_tokens": 20
  },
  "cost": 0.00008,
  "error": null,
  "source": "playground",
  "event_name": "Model Completion",
  "hyperparameters": {
    "temperature": 0,
    "top_p": 1,
    "max_tokens": 1000,
    "presence_penalty": 0,
    "frequency_penalty": 0,
    "stop": [],
    "n": 1
  },
  "template": [
    {
      "role": "system",
      "content": "Hello, {{ name }}!"
    }
  ],
  "template_inputs": { "name": "world" },
  "tools": {
    "type": "function",
    "function": {
      "name": "get_current_weather",
      "description": "Get the current weather",
      "parameters": {
        "type": "object",
        "properties": {
          "location": {
            "type": "string",
            "description": "The city and state, e.g. San Francisco, CA"
          },
          "format": {
            "type": "string",
            "enum": ["celsius", "fahrenheit"],
            "description": "The temperature unit to use. Infer this from the users location."
          }
        },
        "required": ["location", "format"]
      }
    }
  },
  "tool_choice": "none",
  "response_format": { "type": "text" }
}

Response

200 - application/json

Model event created

​
event_id
string
​
success
boolean
⌘I