OpenTelemetry LlamaIndex Instrumentation

This library allows tracing complete LLM applications built with LlamaIndex.

Installation

pip install opentelemetry-instrumentation-llamaindex

Example usage

from opentelemetry.instrumentation.llamaindex import LlamaIndexInstrumentor

LlamaIndexInstrumentor().instrument()

Privacy

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

Project links

Data verified by PyPI on Aug 10, 2026
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Key dates

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  • Released:
Latest release

2 maintainers

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Credits

Author: Gal Kleinman

GitHub Statistics

Data verified by PyPI on Aug 10, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

Apache-2.0
View SPDX License List

Requires

Python <4, >=3.10

Provides Extra

instruments llamaparse

Report project as malware

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