Metadata-Version: 2.4
Name: overmind-instrumentation-llamaindex
Version: 0.53.0
Summary: OpenTelemetry LlamaIndex instrumentation
Project-URL: Repository, https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-llamaindex
Author-email: Gal Kleinman <gal@traceloop.com>, Nir Gazit <nir@traceloop.com>, Tomer Friedman <tomer@traceloop.com>
License-Expression: Apache-2.0
Requires-Python: <4,>=3.10
Requires-Dist: inflection<0.6.0,>=0.5.1
Requires-Dist: opentelemetry-api<2,>=1.38.0
Requires-Dist: opentelemetry-instrumentation>=0.59b0
Requires-Dist: opentelemetry-semantic-conventions-ai<0.5.0,>=0.4.13
Requires-Dist: opentelemetry-semantic-conventions>=0.59b0
Provides-Extra: instruments
Requires-Dist: llama-index; extra == 'instruments'
Provides-Extra: llamaparse
Requires-Dist: llama-parse; extra == 'llamaparse'
Description-Content-Type: text/markdown

# OpenTelemetry LlamaIndex Instrumentation

<a href="https://pypi.org/project/opentelemetry-instrumentation-llamaindex/">
    <img src="https://badge.fury.io/py/opentelemetry-instrumentation-llamaindex.svg">
</a>

This library allows tracing complete LLM applications built with [LlamaIndex](https://github.com/run-llama/llama_index).

## Installation

```bash
pip install opentelemetry-instrumentation-llamaindex
```

## Example usage

```python
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`.

```bash
TRACELOOP_TRACE_CONTENT=false
```
