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feat(genai): Samples/thinking #4175
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Here is the summary of changes. You are about to add 3 region tags.
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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 enhances the genai
samples by adding new examples that illustrate the advanced 'thinking' capabilities of the Google GenAI SDK. These samples provide practical demonstrations of how to configure and utilize features like thinkingBudget
and includeThoughts
to gain deeper insights into the model's reasoning process and manage resource usage during complex problem-solving tasks.
Highlights
- New GenAI Samples for 'Thinking' Capabilities: This pull request introduces a set of new samples for the Google GenAI SDK, specifically focusing on the model's 'thinking' capabilities.
- Demonstration of
thinkingBudget
: A new sample (thinking-budget-with-txt.js
) illustrates how to configure athinkingBudget
to control the token usage for the model's internal thought process during content generation. - Demonstration of
includeThoughts
: Another new sample (thinking-includethoughts-with-txt.js
) shows how to use theincludeThoughts
configuration option to retrieve and display the model's internal reasoning and step-by-step thought process. - Basic 'Thinking' Sample: A foundational sample (
thinking-with-txt.js
) has been added to demonstrate basic content generation with the GenAI SDK's 'thinking' aspect.
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Code Review
This pull request introduces new samples demonstrating the 'thinking' feature of the GenAI SDK, including variations for budget control and including thought processes in the response. The sample code is clear and well-structured. My review includes a high-severity fix for a potential runtime error due to unsafe array access in one of the samples. Additionally, I've provided medium-severity suggestions to improve the correctness of the accompanying tests by addressing incorrect usage of async
with Mocha's describe
function and a minor stylistic issue.
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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LGTM. Minor nit pics
Description
Fixes #
Note: Before submitting a pull request, please open an issue for discussion if you are not associated with Google.
Checklist
npm test
(see Testing)npm run lint
(see Style)GoogleCloudPlatform/nodejs-docs-samples
. Not a fork.