Moda

Moda is a product analytics platform that helps you understand user behavior. Connect it with Respan to forward LLM call events to Moda and monitor LLM performance alongside your product analytics.

Set up Respan

Create an account at platform.respan.ai and grab an API key . For gateway, also add credits or a provider key .

The Moda integration runs through the Respan gateway. Pass your Moda credentials in moda_integration and Respan forwards LLM events to your Moda project.

Paste this into your coding agent:


Help me set up Respan tracing with the Moda integration.
Follow https://www.respan.ai/docs/integrations/moda.md

Setup

Create your Moda account

Go to Moda and create an account. From your Moda project settings, grab your Moda API key and host.

Set environment variables

Terminal


export RESPAN_API_KEY="YOUR_RESPAN_API_KEY"
export MODA_API_KEY="YOUR_MODA_API_KEY"
export MODA_BASE_URL="YOUR_MODA_ENDPOINT"

Add moda_integration to your request body

Python


import os
import requests

response = requests.post(
    "https://api.respan.ai/api/chat/completions",
    headers={
        "Content-Type": "application/json",
        "Authorization": f"Bearer {os.environ['RESPAN_API_KEY']}",
    },
    json={
        "model": "gpt-4.1-nano",
        "messages": [{"role": "user", "content": "Hello"}],
        "moda_integration": {
            "moda_api_key": os.environ["MODA_API_KEY"],
            "moda_base_url": os.environ["MODA_BASE_URL"],
        },
    },
)
print(response.json())

Build a dashboard in Moda

Once connected, create dashboards in Moda to monitor LLM performance and track key metrics.