OpenTelemetry openai instrumentation
Project description
opentelemetry-instrument-openai
It's OpenTelemetry instrumentation (python) for OpenAI's library.
Project site: https://github.com/cartermp/opentelemetry-instrument-openai-py
Supported APIs:
- Chat
- Embeddings
- Moderation
- Image (generation, edit, variation)
- Audio (transcribe, translate)
- Completion (GPT-3)
- Edit (GPT-3)
How to use it
Simple! First, install this package.
Usage
With autoinstrumentation agent:
poetry add opentelemetry-instrument-openai
poetry run opentelemetry-bootstrap -a install
poetry run opentelemetry-instrument python your_app.py
If you prefer to do it in code, you can do that too:
import openai
from dotenv import load_dotenv
from opentelemetry.instrument.openai import OpenAIInstrumentor
OpenAIInstrumentor().instrument()
load_dotenv()
openai.api_key = os.getenv("OPENAI_API_KEY")
openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[{"role":"user", "content":"Tell me a joke about opentelemetry"}],
)
You can then run your app normally with your own opentelemetry initialization.
How to develop
Get poetry.
Now install and run tests:
poetry install
poetry run pytest
Now you can develop and run tests as you go!
How to run the example
Click the example folder and read the README.
Project details
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