OpenInference instrumentation for LlamaIndex
An instrumentation package for tracing LlamaIndex retrieval and query execution.
Published by Arize AI
How to use it
Run the same question through two retrieval configurations and inspect the trace of each query. Use the retrieval and generation spans to see which stage changed.
Run pip install openinference-instrumentation-llama-index alongside the version of LlamaIndex you use and send sample spans to a compatible collector.
- Compatibility
- Python, LlamaIndex, OpenTelemetry
- Monitoring areas
- RAG tracing, Query engine monitoring
- Access
- Local Python instrumentation. A compatible OpenTelemetry receiver is needed to view traces.