OpenInference Google GenAI Instrumentation

Python auto-instrumentation library for GenAI SDK. Traces are fully OpenTelemetry compatible and can be sent to any OpenTelemetry collector for viewing, such as Arize Phoenix or Arize AX.

Installation

pip install -Uqqq openinference-instrumentation-google-genai

Quickstart

Install openinference-instrumentation-google-genai and arize-phoenix.

pip install -U \
    openinference-instrumentation-google-genai \
    arize-phoenix \
    opentelemetry-sdk \
    opentelemetry-exporter-otlp \
    "opentelemetry-proto>=1.12.0"

Start the phoenix server so that it is ready to receive traces. The phoenix server runs entirely on your machine and does not send data over the internet.

phoenix serve

Instrumenting genai is simple.

from openinference.instrumentation.google_genai import GoogleGenAIInstrumentor
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import SimpleSpanProcessor

endpoint = "http://127.0.0.1:4317"
tracer_provider = TracerProvider()
tracer_provider.add_span_processor(SimpleSpanProcessor(OTLPSpanExporter(endpoint)))

GoogleGenAIInstrumentor().instrument(tracer_provider=tracer_provider)

Now, all calls by generate_content are instrumented and can be viewed in the phoenix UI.

Progress

This instrumentation is a work in progress

  • parse messages and invocation
  • capture tool definitions

More Info

Project links

Data verified by PyPI on Aug 28, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.4.7)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for arizeai from gravatar.com arizeai

Credits

Author: OpenInference Authors

GitHub Statistics

Data verified by PyPI on Aug 28, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

Apache-2.0
View SPDX License List

Requires

Python <3.15, >=3.10

Provides Extra

instruments test

Classifiers

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

openinference_instrumentation_google_genai-1.4.4.tar.gz (155.0 kB view details)

Uploaded Source

Built Distribution

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

openinference_instrumentation_google_genai-1.4.4-py3-none-any.whl (38.2 kB view details)

Uploaded Python 3

File details

Details for the file openinference_instrumentation_google_genai-1.4.4.tar.gz.

File metadata

File hashes

Hashes for openinference_instrumentation_google_genai-1.4.4.tar.gz
Algorithm Hash digest
SHA256 444953cda660fa4cc5262d8e3b8a8203539510f735b31949a8098be5771ccd34
MD5 0be469aa697c1c0ab05e7bca21dedf41
BLAKE2b-256 fcde65b7743fd9dd8d7b8fe93a1e51b01330dc373ee1bd89c076f4753c9e9afe

See more details on using hashes here.

Provenance

The following attestation bundles were made for openinference_instrumentation_google_genai-1.4.4.tar.gz:

Publisher: publish.yaml on Arize-ai/openinference

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

File details

Details for the file openinference_instrumentation_google_genai-1.4.4-py3-none-any.whl.

File metadata

File hashes

Hashes for openinference_instrumentation_google_genai-1.4.4-py3-none-any.whl
Algorithm Hash digest
SHA256 1ff97bbfab0a8a298996ee4b12c7ce0d7cc5350fd533f3a484658b3ff624ecee
MD5 7b9620d7dd778f87d49e9328afef5886
BLAKE2b-256 88e36bbe0e43132dbc79e17d9c593d65ac9f921c153ceaba13f75806178c85ad

See more details on using hashes here.

Provenance

The following attestation bundles were made for openinference_instrumentation_google_genai-1.4.4-py3-none-any.whl:

Publisher: publish.yaml on Arize-ai/openinference

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

Release history Release notifications | RSS feed

1.4.7

2 files

1.4.6

2 files

1.4.5

2 files

This release

1.4.4 This release

2 files

1.4.3

2 files

1.4.2

2 files

1.4.1

2 files

1.4.0

2 files

1.3.0

2 files

1.2.0

2 files

1.1.1

2 files

1.1.0

2 files

1.0.2

2 files

1.0.1

2 files

1.0.0

2 files

0.1.17

2 files

0.1.16

2 files

0.1.15

2 files

0.1.14

2 files

0.1.13

2 files

0.1.12

2 files

0.1.10

2 files

0.1.9

2 files

0.1.8

2 files

0.1.7

2 files

0.1.6

2 files

0.1.5

2 files

0.1.4

2 files

0.1.3

2 files

0.1.2

2 files

0.1.1

2 files

0.1.0

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page