Hugging Face Tracing And Monitoring

See the Quick Start guide on how to install and configure Graphsignal.


Graphsignal automatically instruments, traces and monitors Transformers Agents. Traces provide execution details for each run, LLM, and tool. These insights include prompts, completions, parameters, latency, and exceptions.


To monitor any call, including Hugging Face pipelines, use a @graphsignal.trace_function decorator or graphsignal.start_trace context manager:

from transformers import pipeline

pipe = pipeline(task="text-generation")

with graphsignal.start_trace('predict'):
    output = pipe('some text')