# google-ai-generativelanguage

> Google Ai Generativelanguage API client library

- **URL**: https://www.freshcrate.ai/projects/google-ai-generativelanguage
- **Author**: Google LLC
- **Category**: Developer Tools
- **Latest version**: `sqlalchemy-spanner-v1.19.0` (2026-06-02)
- **License**: Apache 2.0
- **Source**: https://github.com/googleapis/google-cloud-python/tree/main/packages/google-ai-generativelanguage
- **Language**: Python
- **GitHub**: 5,266 stars, 1,671 forks
- **Registry**: pypi (`google-ai-generativelanguage`)
- **Tags**: `pypi`

## Description

Python Client for Generative Language API
=========================================

|preview| |pypi| |versions|

`Generative Language API`_: The Gemini API allows developers to build generative AI applications using Gemini models. Gemini is our most capable model, built from the ground up to be multimodal. It can generalize and seamlessly understand, operate across, and combine different types of information including language, images, audio, video, and code. You can use the Gemini API for use cases like reasoning across text and images, content generation, dialogue agents, summarization and classification systems, and more.

- `Client Library Documentation`_
- `Product Documentation`_

.. |preview| image:: https://img.shields.io/badge/support-preview-orange.svg
   :target: https://github.com/googleapis/google-cloud-python/blob/main/README.rst#stability-levels
.. |pypi| image:: https://img.shields.io/pypi/v/google-ai-generativelanguage.svg
   :target: https://pypi.org/project/google-ai-generativelanguage/
.. |versions| image:: https://img.shields.io/pypi/pyversions/google-ai-generativelanguage.svg
   :target: https://pypi.org/project/google-ai-generativelanguage/
.. _Generative Language API: https://ai.google.dev/docs
.. _Client Library Documentation: https://googleapis.dev/python/generativelanguage/latest
.. _Product Documentation:  https://ai.google.dev/docs

Quick Start
-----------

In order to use this library, you first need to go through the following steps:

1. `Select or create a Cloud Platform project.`_
2. `Enable billing for your project.`_
3. `Enable the Generative Language API.`_
4. `Set up Authentication.`_

.. _Select or create a Cloud Platform project.: https://console.cloud.google.com/project
.. _Enable billing for your project.: https://cloud.google.com/billing/docs/how-to/modify-project#enable_billing_for_a_project
.. _Enable the Generative Language API.:  https://ai.google.dev/docs
.. _Set up Authentication.: https://googleapis.dev/python/google-api-core/latest/auth.html

Installation
~~~~~~~~~~~~

Install this library in a virtual environment using `venv`_. `venv`_ is a tool that
creates isolated Python environments. These isolated environments can have separate
versions of Python packages, which allows you to isolate one project's dependencies
from the dependencies of other projects.

With `venv`_, it's possible to install this library without needing system
install permissions, and without clashing with the installed system
dependencies.

.. _`venv`: https://docs.python.org/3/library/venv.html


Code samples and snippets
~~~~~~~~~~~~~~~~~~~~~~~~~

Code samples and snippets live in the `samples/`_ folder.

.. _samples/: https://github.com/googleapis/google-cloud-python/tree/main/packages/google-ai-generativelanguage/samples


Supported Python Versions
^^^^^^^^^^^^^^^^^^^^^^^^^
Our client libraries are compatible with all current `active`_ and `maintenance`_ versions of
Python.

Python >= 3.9, including 3.14

.. _active: https://devguide.python.org/devcycle/#in-development-main-branch
.. _maintenance: https://devguide.python.org/devcycle/#maintenance-branches

Unsupported Python Versions
^^^^^^^^^^^^^^^^^^^^^^^^^^^
Python <= 3.8

If you are using an `end-of-life`_
version of Python, we recommend that you update as soon as possible to an actively supported version.

.. _end-of-life: https://devguide.python.org/devcycle/#end-of-life-branches

Mac/Linux
^^^^^^^^^

.. code-block:: console

    python3 -m venv <your-env>
    source <your-env>/bin/activate
    pip install google-ai-generativelanguage


Windows
^^^^^^^

.. code-block:: console

    py -m venv <your-env>
    .\<your-env>\Scripts\activate
    pip install google-ai-generativelanguage

Next Steps
~~~~~~~~~~

-  Read the `Client Library Documentation`_ for Generative Language API
   to see other available methods on the client.
-  Read the `Generative Language API Product documentation`_ to learn
   more about the product and see How-to Guides.
-  View this `README`_ to see the full list of Cloud
   APIs that we cover.

.. _Generative Language API Product documentation:  https://ai.google.dev/docs
.. _README: https://github.com/googleapis/google-cloud-python/blob/main/README.rst

Logging
-------

This library uses the standard Python :code:`logging` functionality to log some RPC events that could be of interest for debugging and monitoring purposes.
Note the following:

#. Logs may contain sensitive information. Take care to **restrict access to the logs** if they are saved, whether it be on local storage or on Google Cloud Logging.
#. Google may refine the occurrence, level, and content of various log messages in this library without flagging such changes as breaking. **Do not depend on immutability of the logging events**.
#. By default, the logging events from this library are not handled. You must **explicitly configure log handling** using one of the mechanisms below.

Simple, environment-based configuration
~~~~~~~~~~~~~~~~~

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `sqlalchemy-spanner-v1.19.0` | 2026-06-02 | High | ## [v1.19.0](https://github.com/googleapis/google-cloud-python/compare/sqlalchemy-spanner-v1.18.0...sqlalchemy-spanner-v1.19.0) (2026-06-02)  ### Bug Fixes  * Drop support for Python 3.8 and 3.9 (#16913) ([f5b392e5](https://github.com/googleapis/google-cloud-python/commit/f5b392e5)) |
| `google-cloud-geminidataanalytics-v0.13.0` | 2026-05-28 | High | ## [v0.13.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-geminidataanalytics-v0.12.0...google-cloud-geminidataanalytics-v0.13.0) (2026-05-28)  ### Bug Fixes  * generate and default to v1 (#17007) ([3820d9d3](https://github.com/googleapis/google-cloud-python/commit/3820d9d3)) |
| `gapic-generator-v1.33.0` | 2026-05-21 | High | ## [v1.33.0](https://github.com/googleapis/google-cloud-python/compare/gapic-generator-v1.32.0...gapic-generator-v1.33.0) (2026-05-21)  ### Bug Fixes  * bump idna from 3.14 to 3.15 in /packages/gapic-generator (#17179) ([0f7c68bf](https://github.com/googleapis/google-cloud-python/commit/0f7c68bf))  * restore messages not attached to rpc in selective_gapic_generation (#16951) ([3ef95d61](https://github.com/googleapis/google-cloud-python/commit/3ef95d61))  * resolve core dependencies local |
| `google-auth-v2.53.0` | 2026-05-15 | High | ## [v2.53.0](https://github.com/suztomo/google-cloud-python/compare/google-auth-v2.52.0...google-auth-v2.53.0) (2026-05-15)  ### Bug Fixes  * allowlist agents-nonprod trust domains for agent identity (#17155) ([44c93d2e](https://github.com/suztomo/google-cloud-python/commit/44c93d2e))  * fail-fast on invalid or non-workload certificate configs in agent identity discovery (#17116) ([f27a5461](https://github.com/suztomo/google-cloud-python/commit/f27a5461)) |
| `gapic-generator-v1.32.0` | 2026-05-12 | High | ## [v1.32.0](https://github.com/googleapis/google-cloud-python/compare/gapic-generator-v1.31.0...gapic-generator-v1.32.0) (2026-05-11) |
| `sqlalchemy-spanner-v1.18.0` | 2026-05-07 | High | ## [v1.18.0](https://github.com/googleapis/google-cloud-python/compare/sqlalchemy-spanner-v1.17.3...sqlalchemy-spanner-v1.18.0) (2026-05-06)  ### Bug Fixes  * correctly parse type assertions in `extends` clause ([@&amp;#8203;nicolo-ribaudo](https://redirect.github.com/nicolo-ribaudo)) - [#&amp;#8203;17723](https://redirect.github.com/babel/babel/pull/17723) \[7.x backport] fix(parser): improve super type argument parsing ([@&amp;#8203;JLHwung](https://redirect.github.com/JLHwung)) - `babel-t |
| `google-cloud-bigtable-v2.37.0` | 2026-04-30 | High | ## [v2.37.0](https://github.com/googleapis/google-cloud-python/compare/google-cloud-bigtable-v2.36.0...google-cloud-bigtable-v2.37.0) (2026-04-30) |
| `0.11.0` | 2026-04-21 | Low | Imported from PyPI (0.11.0) |
| `bigquery-magics-v0.14.0` | 2026-04-14 | Medium | ## [v0.14.0](https://github.com/googleapis/google-cloud-python/compare/bigquery-magics-v0.13.0...bigquery-magics-v0.14.0) (2026-04-14) |
| `bigquery-magics-v0.14.0` | 2026-04-14 | Medium | ## [v0.14.0](https://github.com/googleapis/google-cloud-python/compare/bigquery-magics-v0.13.0...bigquery-magics-v0.14.0) (2026-04-14) |

## Citation

- HTML: https://www.freshcrate.ai/projects/google-ai-generativelanguage
- Markdown: https://www.freshcrate.ai/projects/google-ai-generativelanguage.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/google-ai-generativelanguage/deps

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