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Overview

This guide shows you how to integrate Latitude Telemetry into an application that uses the Replicate SDK.
You’ll keep calling Replicate exactly as you do today. Telemetry simply observes and enriches those calls.
Auto-instrumentation for Replicate is available in the Python SDK. For other languages, send traces via the OpenTelemetry exporter.

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Requirements

  • A Latitude account and API key
  • A Latitude project slug
  • A project that uses the Replicate SDK (replicate)
  • A Replicate API token (set as REPLICATE_API_TOKEN)

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Steps

1

Install

pip install latitude-telemetry replicate
2

Initialize and use

import replicate

from latitude_telemetry import Latitude, capture

latitude = Latitude(
    api_key="your-api-key",
    project="your-project-slug",
    instrumentations={"replicate": replicate},
)

def generate_reply():
    output = replicate.run(
        "meta/meta-llama-3-8b-instruct",
        input={"prompt": "Hello", "max_tokens": 50},
    )
    return "".join(output)

capture("generate-reply", generate_reply)

latitude.shutdown()

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Seeing Your Traces

Once connected, traces appear automatically in Latitude:
  1. Open your project in the Latitude dashboard
  2. Each execution shows input/output messages, model, token usage, latency, and errors