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Prompt Visiblity through Langfuse

We have now integrated Langfuse as one of the trackers.

How to configure Langfuse?Langfuse details .

Install Langfuse.​

pip install langfuse

Additionally, configure the following environment variables: LANGFUSE_SECRET_KEY、LANGFUSE_PUBLIC_KEY and LANGFUSE_HOST.

If you are using openai or azure_openai, your LMs are configured.

For other LM providers, you need to configure the Langfuse tracker and call it manually.

example​

import dspy
from dsp.trackers.langfuse_tracker import LangfuseTracker
# e.g:
# Assuming the environment variables have been set
langfuse = LangfuseTracker()
turbo = dspy.OllamaLocal()
dspy.settings.configure(lm=turbo)

completions =  turbo("Hi,how's it going today？")
turbo.tracker_call(tracker=langfuse)

Custom Tracker​

We also provide BaseTracker: simply inherit it and override the call() method

# custom_tracker.py
from dsp.trackers.base import BaseTracker

class CustomTracker(BaseTracker):
    
    def call(self, *args, **kwargs):
        pass