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30ae811
pipecat project setup
duncankmckinnon Oct 17, 2025
7f084f4
Merge branch 'main' into pipecat
duncankmckinnon Oct 22, 2025
4deeef0
adding planning document for work with claude
duncankmckinnon Oct 25, 2025
dede91e
pipecat instrumentation
duncankmckinnon Oct 27, 2025
a26d99b
adding turn handling
duncankmckinnon Oct 28, 2025
f9c1c5c
updating example
duncankmckinnon Oct 28, 2025
f299be8
updating tracing logic
duncankmckinnon Oct 29, 2025
0e6b1da
updates to tracing logic
duncankmckinnon Oct 29, 2025
2972f35
updates to tracing
duncankmckinnon Oct 31, 2025
b79f6b4
Merge branch 'main' into pipecat
duncankmckinnon Oct 31, 2025
138c603
Update .gitignore
duncankmckinnon Oct 31, 2025
344a810
Delete PR_DESCRIPTION.md
duncankmckinnon Oct 31, 2025
64e6aa7
remove local gitignore
duncankmckinnon Oct 31, 2025
bbb9f91
tox updates
duncankmckinnon Oct 31, 2025
60e4995
tox version updates
duncankmckinnon Oct 31, 2025
83c4352
ruff format
duncankmckinnon Oct 31, 2025
a1035d8
formatting
duncankmckinnon Oct 31, 2025
ac2c33f
formatting
duncankmckinnon Oct 31, 2025
3e5573c
cleaning up example
duncankmckinnon Oct 31, 2025
b02ae08
updates to turn tracking
duncankmckinnon Nov 4, 2025
e548dce
formatting
duncankmckinnon Nov 4, 2025
a15088d
remove tests
duncankmckinnon Nov 4, 2025
4ada36c
adding websockets
duncankmckinnon Nov 4, 2025
d309e6d
updating tracing logic
duncankmckinnon Nov 4, 2025
3eef134
updating attribute extraction
duncankmckinnon Nov 5, 2025
8a8d3d7
remove service detector as separate class
duncankmckinnon Nov 5, 2025
914c3fd
format
duncankmckinnon Nov 5, 2025
97470de
remove mcp
duncankmckinnon Nov 5, 2025
54736d5
cleaning up token handling
duncankmckinnon Nov 6, 2025
3580784
quick fix for asyncio
duncankmckinnon Nov 6, 2025
9a0a315
removing plan and example reqs (uses uv extra)
duncankmckinnon Nov 6, 2025
9501123
Merge branch 'main' into pipecat
duncankmckinnon Nov 6, 2025
25ef3df
using built-in safe_json_dumps
duncankmckinnon Nov 6, 2025
c11f04a
updates to attribute tracing
duncankmckinnon Nov 10, 2025
ca6d645
llm message handling and timing
duncankmckinnon Nov 13, 2025
6b91dc6
formatting
duncankmckinnon Nov 13, 2025
e596a8d
removing unused files
duncankmckinnon Nov 13, 2025
f76cb8c
Merge branch 'main' into incorporate-pipecat
duncankmckinnon Nov 13, 2025
16ba4be
Merge branch 'main' into incorporate-pipecat
duncankmckinnon Nov 13, 2025
bab6c2d
test and formatting updates
duncankmckinnon Nov 13, 2025
84cb809
clean up
duncankmckinnon Nov 14, 2025
743e972
Merge branch 'main' into incorporate-pipecat
duncankmckinnon Nov 14, 2025
9ab7042
refactoring check for efficiency
duncankmckinnon Nov 14, 2025
1b0e51c
cleaning up attribute handling
duncankmckinnon Nov 14, 2025
9e49ecf
fixing metric retrievals
duncankmckinnon Nov 19, 2025
0f7bde1
explicitly setting new context
duncankmckinnon Nov 20, 2025
9cb7459
adding additional span attribute handling
duncankmckinnon Nov 21, 2025
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3 changes: 3 additions & 0 deletions .gitignore
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# Scratch files
.scratch/

# Workspace Definitions
*.code-workspace
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# Changelog

## [0.1.0] - TBD

### Features

* Initial release of openinference-instrumentation-pipecat
* Support for converting Pipecat traces to OpenInference format
* Compatible with Phoenix and Arize observability platforms

## Changelog
201 changes: 201 additions & 0 deletions python/instrumentation/openinference-instrumentation-pipecat/LICENSE
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# OpenInference Pipecat Instrumentation

Python auto-instrumentation library for Pipecat. This library allows you to convert Pipecat traces to OpenInference, which is OpenTelemetry compatible, and view those traces in [Arize Phoenix](https://github.com/Arize-ai/phoenix).

## Installation

```shell
pip install openinference-instrumentation-pipecat
```

## Quickstart

This quickstart shows you how to view your Pipecat traces in Phoenix.

Install required packages.

```shell
pip install arize-phoenix opentelemetry-sdk opentelemetry-exporter-otlp pipecat-ai
```

Start Phoenix in the background as a collector. By default, it listens on `http://localhost:6006`. You can visit the app via a browser at the same address. (Phoenix does not send data over the internet. It only operates locally on your machine.)

```shell
phoenix serve
```

Here's a simple example that demonstrates how to convert Pipecat traces into OpenInference and view those traces in Phoenix:

```python
import os
import grpc
from opentelemetry.sdk.trace.export import BatchSpanProcessor
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
from phoenix.otel import register
from openinference.instrumentation.pipecat import OpenInferenceSpanProcessor
from pipecat.utils.tracing import setup_tracing

# Set your API keys
os.environ["OPENAI_API_KEY"] = "YOUR_OPENAI_API_KEY"

# Set up the tracer provider
tracer_provider = register(
project_name="default" #Phoenix project name
)

tracer_provider.add_span_processor(OpenInferenceSpanProcessor())

tracer_provider.add_span_processor(
BatchSpanProcessor(
OTLPSpanExporter(
endpoint="http://localhost:4317", #if using phoenix cloud, change to phoenix cloud endpoint (phoenix cloud space -> settings -> endpoint/hostname)
headers={},
compression=grpc.Compression.Gzip, # use enum instead of string
)
)
)

# Initialize Pipecat tracing
setup_tracing(
service_name="pipecat-phoenix-demo",
exporter=OTLPSpanExporter(
endpoint="http://localhost:4317",
headers={},
compression=grpc.Compression.Gzip,
),
)

# Build your Pipecat pipeline
# ... (add your Pipecat pipeline code here)

# Now view your converted Pipecat traces in Phoenix!
```
## This example:

1. Uses Pipecat's built-in tracing utilities to instrument the application.
2. Defines a Pipecat pipeline for voice/conversational AI
3. Traces are exported to Phoenix using the span processor.

The traces will be visible in the Phoenix UI at `http://localhost:6006`.

## More Info

- [More info on OpenInference and Phoenix](https://docs.arize.com/phoenix)
- [How to customize spans to track sessions, metadata, etc.](https://github.com/Arize-ai/openinference/tree/main/python/openinference-instrumentation#customizing-spans)
- [How to account for private information and span payload customization](https://github.com/Arize-ai/openinference/tree/main/python/openinference-instrumentation#tracing-configuration)
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