Anthropic

This integration connects Sentry with the Anthropic Python SDK and works with Anthropic versions 0.16.0 and above.

Install

Install sentry-sdk from PyPI with the anthropic extra:

pip install --upgrade 'sentry-sdk[anthropic]'

Configure

Add AnthropicIntegration() to your integrations in the sentry_sdk.init call:

from anthropic import Anthropic

import sentry_sdk

sentry_sdk.init(
    dsn="https://examplePublicKey@o0.ingest.sentry.io/0",
    enable_tracing=True,
    traces_sample_rate=1.0,
    integrations=[AnthropicIntegration()],
)

client = Anthropic()

Verify

Verify that the integration works by adding in a bug (such as a bad API key) to your code. This will cause a new error event to be sent to Sentry:

from anthropic import Anthropic
import sentry_sdk

sentry_sdk.init(...)  # same as above

client = Anthropic(api_key="invalid-key")
with sentry_sdk.start_transaction(op="ai-inference", name="AI inference"):
    response = (
        client.messages.create(
            max_tokens=42,
            model="some-model",
            messages=[{"role": "system", "content": "Hello, Anthropic!"}]
        )
    )
    print(response)

Executing this script initiates a transaction, which will show up in the Performance section of sentry.io. Furthermore, it also sends Sentry an error event (about the bad API key), which will be linked to the transaction.

It takes a couple of moments for the data to appear in sentry.io.

Behavior

• The supported modules are currently chat.messages.create with stream=True and stream=False.

• All exceptions leading to an AnthropicError are reported.

• Sentry is configured not to consider LLM and tokenizer inputs/outputs as PII. If you want to include them, set send_default_pii=True in the sentry_sdk.init() call. To explicitly exclude prompts despite send_default_pii=True, configure the integration with include_prompts=False, as shown in Options.

Options

The AnthropicIntegration takes an optional include_prompts parameter. If set to False, prompts are excluded from being sent to Sentry, despite send_default_pii=True.

import sentry_sdk
from sentry_sdk.integrations.anthropic import AnthropicIntegration

sentry_sdk.init(
    dsn="https://examplePublicKey@o0.ingest.sentry.io/0",
    enable_tracing=True,
    send_default_pii=True,
    traces_sample_rate=1.0,
    integrations=[
        AnthropicIntegration(
            include_prompts=False, # Exclude prompts from being sent to Sentry, despite send_default_pii=True
        ),
    ],
)

Supported Versions

• Anthropic: 0.16.0+
• Python: 3.7+