Metadata-Version: 2.4
Name: llama-index-instrumentation
Version: 0.4.2
Summary: Instrumentation and Observability for LlamaIndex
Project-URL: Homepage, https://llamaindex.ai
Project-URL: Repository, https://github.com/run-llama/llama_index/tree/main/llama-index-instrumentation
Project-URL: Documentation, https://developers.llamaindex.ai/python/framework/module_guides/observability/instrumentation/
Author-email: Massimiliano Pippi <mpippi@gmail.com>
License-Expression: MIT
Requires-Python: <4.0,>=3.9
Requires-Dist: deprecated>=1.2.18
Requires-Dist: pydantic>=2.11.5
Description-Content-Type: text/markdown

# LlamaIndex Instrumentation

This project provides the instrumentation hooks for observability in LlamaIndex.

Instrumentation uses a mix of

- spans
- events
- dispatchers that manage span and event handlers

For more in-depth usage, you can see an example [in the workflows repo](https://github.com/run-llama/workflows-py/tree/main/examples/observability).

For other documentation, you can see the [LlamaIndex documentation](https://developers.llamaindex.ai/python/framework/module_guides/observability/instrumentation/).
