OpenInference Anthropic Instrumentation

Python autoinstrumentation library for the Anthropic package

This package implements the following Anthropic clients:

Messages
Completions
AsyncMessages
AsyncCompletions

These traces are fully OpenTelemetry compatible and can be sent to an OpenTelemetry collector for viewing, such as Arize phoenix.

Installation

pip install openinference-instrumentation-anthropic

Quickstart

Through your terminal, install required packages.

pip install openinference-instrumentation-anthropic anthropic arize-phoenix opentelemetry-sdk opentelemetry-exporter-otlp

You can start Phoenix with the following terminal command:

python -m phoenix.server.main serve

By default, Phoenix 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.)

Try the following code in a Python file.

Set up AnthropicInstrumentor to trace your application and sends the traces to Phoenix.
Then, set your Anthropic API key as an environment variable.
Lastly, create a Anthropic client, make a request, then go see your results in Phoenix at http://localhost:6006!

import os
from anthropic import Anthropic
from openinference.instrumentation.anthropic import AnthropicInstrumentor
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk import trace as trace_sdk
from opentelemetry.sdk.trace.export import SimpleSpanProcessor

# Configure AnthropicInstrumentor with Phoenix endpoint
endpoint = "http://127.0.0.1:6006/v1/traces"
tracer_provider = trace_sdk.TracerProvider()
tracer_provider.add_span_processor(SimpleSpanProcessor(OTLPSpanExporter(endpoint)))

AnthropicInstrumentor().instrument(tracer_provider=tracer_provider)

os.environ["ANTHROPIC_API_KEY"] = "YOUR_KEY_HERE"

client = Anthropic()

response = client.messages.create(
    max_tokens=1024,
    messages=[
        {
            "role": "user",
            "content": "Tell me about the history of Iceland!",
        }
    ],
    model="claude-3-opus-20240229",
)
print(response)

Now, on the Phoenix UI on your browser, you should see the traces from your Anthropic application. Click on a trace, then the "Attributes" tab will provide you with in-depth information regarding execution!

Metadata

Release files for openinference-instrumentation-anthropic 0.1.10

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for openinference-instrumentation-anthropic 0.1.10
File	Size	Uploaded
openinference_instrumentation_anthropic-0.1.10.tar.gz	13.5 kB	Feb 4, 2025	Details

Built distribution (wheel)

Table of built distributions (wheels) for openinference-instrumentation-anthropic 0.1.10
File	Interpreter	ABI	Platform	Reset
openinference_instrumentation_anthropic-0.1.10-py3-none-any.whl 16.3 kB Feb 4, 2025	Python 3	none	any	Details

Total release size: 29.9 kB

Release files / openinference_instrumentation_anthropic-0.1.10.tar.gz

Download URL	openinference_instrumentation_anthropic-0.1.10.tar.gz
Size	13.5 kB
Tags	Source
SHA-256 checksum How to use checksums	`a71e9ae7ff729b088bc80de0a01d320adc1b38888824450e1ade4bdccdca9b50`
BLAKE2b-256 checksum How to use checksums	`7a6c483d06494ec61435214f510ae36381bc6fe7724fe8b5555ed1efcf12ed94`
Upload date	Feb 4, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.1`

Release files / openinference_instrumentation_anthropic-0.1.10-py3-none-any.whl

Download URL	openinference_instrumentation_anthropic-0.1.10-py3-none-any.whl
Size	16.3 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`45e38b0fd4dd4d5b4aaff53869ad44745362025d56bdcdb7c7224877e33ff77e`
BLAKE2b-256 checksum How to use checksums	`e633a6676e12c58345c83ad7072cede27e9c49a6a74ea8377ee6131b472252e4`
Upload date	Feb 4, 2025
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.1`