DSPy

Install the `latitude-setup` skill from `github.com/latitude-dev/skills` and use it to set up Latitude tracing here.

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Overview

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Requirements

• A Latitude account and API key, or none yet: your agent can create a temporary account with the latitude-setup skill, no signup
• A Latitude project slug
• A project that uses DSPy (dspy, which depends on litellm)
• A key for whichever provider your dspy.LM targets (e.g. OPENAI_API_KEY)

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Steps

pip install latitude-telemetry dspy litellm

uv add latitude-telemetry dspy litellm

poetry add latitude-telemetry dspy litellm

import dspy
import litellm

from latitude_telemetry import Latitude, capture

# DSPy routes every LM call through litellm, so instrumenting litellm
# captures DSPy's model calls.
latitude = Latitude(
    api_key="your-api-key",
    project="your-project-slug",
    instrumentations={"litellm": litellm},
)

dspy.configure(lm=dspy.LM("openai/gpt-4o-mini"))

def dspy_qa():
    qa = dspy.Predict("question -> answer")
    return qa(question="Hello").answer

capture("dspy-qa", dspy_qa)

latitude.shutdown()

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Seeing Your Traces

1. Open your project in the Latitude dashboard
2. Each execution shows input/output messages, model, token usage, latency, and errors
3. Wrap a request with capture() to group every model call DSPy makes into one trace

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See what was captured

Build my first Latitude Artifact from the session that just landed, using the first-artifact.html template from the latitude-setup skill (github.com/latitude-dev/skills).