opentelemetry-instrumentation-llamaindex
Advanced tools
This library allows tracing complete LLM applications built with LlamaIndex.
pip install opentelemetry-instrumentation-llamaindex
from opentelemetry.instrumentation.llamaindex import LlamaIndexInstrumentor
LlamaIndexInstrumentor().instrument()
By default, this instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs.
However, you may want to disable this logging for privacy reasons, as they may contain highly sensitive data from your users. You may also simply want to reduce the size of your traces.
To disable logging, set the TRACELOOP_TRACE_CONTENT environment variable to false.
TRACELOOP_TRACE_CONTENT=false
FAQs
OpenTelemetry LlamaIndex instrumentation
We found that opentelemetry-instrumentation-llamaindex demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 2 open source maintainers collaborating on the project.
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