feat(genai): Adding live_code_exec_with_txt with test #13516
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Summary of Changes
Hello @Guiners, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!
This pull request introduces a new Python sample that showcases the live code execution capabilities of the Google GenAI SDK, allowing models to generate and execute code based on text prompts. It includes the necessary setup for the live connection and a corresponding test to validate the new functionality.
Highlights
- New Live Code Execution Example: I've added a new Python sample,
live_code_exec_with_txt.py, which demonstrates how to use thegoogle.genaiSDK to interact with a live Gemini model (gemini-2.0-flash-live-preview-04-09) for code execution based on text input. This example configures the session to enableToolCodeExecutionand processes both text responses and executable code/results from the model. - Dedicated Test Case: A new asynchronous test function,
test_live_code_exec_with_txt, has been added totest_live_examples.pyto ensure the functionality of the new live code execution sample. - Dependency Updates: The
requirements.txtfile has been updated to includesoundfile==0.13.1andlibrosa==0.11.0. While these dependencies are not directly used by the newlive_code_exec_with_txt.pysample, they are likely for other audio-related live examples within thegenai/livedirectory.
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Code Review
This pull request introduces a new Python sample, live_code_exec_with_txt.py, demonstrating live code execution with text input using the Gemini API, and includes a corresponding test. The implementation is generally sound, but I've identified several areas for improvement to enhance code quality, clarity, and maintainability.
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| client = genai.Client() | ||
| # model_id = "gemini-live-2.5-flash" #todo |
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This commented-out line with a todo appears to be a leftover from development. It should be removed to keep the code clean and avoid confusion.
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As suggested here, please remove TODO line
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We will discuss this model_id on today's call. Afterwards, I'll remove that or update a model
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| client = genai.Client() | ||
| # model_id = "gemini-live-2.5-flash" #todo | ||
| model_id = "gemini-2.0-flash-live-preview-04-09" |
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| model_id = "gemini-2.0-flash-live-preview-04-09" | |
| GEMINI_MODEL_NAME = "gemini-2.0-flash-live-preview-04-09" |
| response_modalities=[Modality.TEXT], | ||
| tools=[Tool(code_execution=ToolCodeExecution())], | ||
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| async with client.aio.live.connect(model=model_id, config=config) as session: |
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| async with client.aio.live.connect(model=model_id, config=config) as session: | |
| async with client.aio.live.connect(model=GEMINI_MODEL_NAME, config=config) as session: |
Description
Fixes #
Note: Before submitting a pull request, please open an issue for discussion if you are not associated with Google.
Checklist
nox -s py-3.9(see Test Environment Setup)nox -s lint(see Test Environment Setup)