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# Auto instrumentation
To run the bot with auto-instrumentation use the following command:
```shell
$ uv sync --group examples
$ export OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED=true
$ opentelemetry-instrument \
--traces_exporter console,otlp \
--metrics_exporter console,otlp \
--logs_exporter console,otlp \
--service_name pipecat-opentelemetry \
python3 bot.py
```
To receive the traces you will need to setup some kind of opentelemetry
collector. You can use Grafana's LGTM stack by running:
```shell
docker run -it -p 3000:3000 -p 4317:4317 -p 4318:4318 grafana/otel-lgtm
```
Once started navigate to the explore tab, then select Tempo as source
and click on the search tab.
You can now run the python application to generator a trace.
You should be able to see it in the search tab of Tempo.
You can configure the OTLP exporter with environment variables (
see [here](https://opentelemetry.io/docs/languages/sdk-configuration/otlp-exporter/))
See python specific configuration
on [this page](https://opentelemetry.io/docs/zero-code/python/configuration/#python-specific-configuration)
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