Agent Observability Python Provider Helper: Anthropic

agento11y-anthropic provides strict Anthropic Messages wrappers and mappers for agento11y.

Embeddings support

This helper currently supports Anthropic Messages APIs only. Native Anthropic embeddings endpoints are not available in the official SDK/API surface used in this repository.

Installation

pip install agento11y agento11y-anthropic anthropic

Wrapper Mode (Sync)

from anthropic.types.message_create_params import MessageCreateParams
from agento11y import Client, ClientConfig
from agento11y_anthropic import AnthropicOptions, messages

client = Client(ClientConfig())

request: MessageCreateParams = {
    "model": "claude-sonnet-4-5",
    "max_tokens": 256,
    "messages": [{"role": "user", "content": "Hello"}],
}

def provider_call(req: MessageCreateParams):
    return anthropic_client.messages.create(**req)

response = messages.create(
    client,
    request,
    provider_call,
    AnthropicOptions(conversation_id="conv-1", agent_name="assistant", agent_version="1.0.0"),
)

Wrapper Mode (Stream)

from agento11y_anthropic import AnthropicStreamSummary, messages

summary = messages.stream(
    client,
    request,
    lambda req: AnthropicStreamSummary(
        output_text="streamed text",
        events=[{"type": "content_block_delta", "delta": {"type": "text_delta", "text": "streamed text"}}],
    ),
)

Mapper Mode

generation = messages.from_request_response(request, response)
stream_generation = messages.from_stream(request, summary)

Raw Provider Artifacts (Opt-In)

options = AnthropicOptions(raw_artifacts=True)

Raw artifacts are default OFF and should only be enabled for diagnostics.

Provider metadata mapping

In addition to normalized usage fields, Anthropic server-tool counters are mapped into agento11y metadata when present:

  • agento11y.gen_ai.usage.server_tool_use.web_search_requests
  • agento11y.gen_ai.usage.server_tool_use.web_fetch_requests
  • agento11y.gen_ai.usage.server_tool_use.total_requests

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.16.0)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for grafana-machine-learning from gravatar.com grafana-machine-learning

License

SPDX-License-Identifier: Apache-2.0

Requires

Python >=3.10

Provides Extra

dev

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

agento11y_anthropic-0.12.0.tar.gz (9.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

agento11y_anthropic-0.12.0-py3-none-any.whl (7.8 kB view details)

Uploaded Python 3

File details

Details for the file agento11y_anthropic-0.12.0.tar.gz.

File metadata

  • Download URL: agento11y_anthropic-0.12.0.tar.gz
  • Upload date:
  • Size: 9.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for agento11y_anthropic-0.12.0.tar.gz
Algorithm Hash digest
SHA256 9bd0d6a04ab22fdd436281d371f3a780dec644f791371b78082154377918ba83
MD5 939f0ab63b199a70360278cd9397f005
BLAKE2b-256 2101a9f2f7eb6fa594b4fd535a3ccc6ee94fb0541f2770ef04dd7f861d828127

See more details on using hashes here.

Provenance

The following attestation bundles were made for agento11y_anthropic-0.12.0.tar.gz:

Publisher: python-sdks-publish.yml on grafana/agento11y

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file agento11y_anthropic-0.12.0-py3-none-any.whl.

File metadata

File hashes

Hashes for agento11y_anthropic-0.12.0-py3-none-any.whl
Algorithm Hash digest
SHA256 5844ef84790da4696cff51844a9cf8d70eab4df80c9f758c0c46280c0757d06c
MD5 62b631156bcd5483d2dc2abe810cdcdb
BLAKE2b-256 e111cdfc1262820f2cdbfed9e1f9f95abc9aaae4763d7364186c5bd37919c4ba

See more details on using hashes here.

Provenance

The following attestation bundles were made for agento11y_anthropic-0.12.0-py3-none-any.whl:

Publisher: python-sdks-publish.yml on grafana/agento11y

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page