Skip to content

Conversation

@peterfriese
Copy link
Collaborator

No description provided.

@peterfriese peterfriese self-assigned this Nov 22, 2025
@gemini-code-assist
Copy link
Contributor

Summary of Changes

Hello @peterfriese, 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 significantly enhances the 'FriendlyMeals' application by introducing structured AI generation for recipes and integrating Firebase Remote Config for dynamic parameter management. It also adds a usage tracking system and a paywall, laying the groundwork for potential monetization or feature gating. These changes improve the robustness of AI responses and provide greater flexibility in managing app behavior remotely.

Highlights

  • Structured Recipe Generation: The recipe generation process has been refactored to use structured output. The AI now returns a Recipe object in JSON format, ensuring consistent and easily parseable data for displaying recipe details.
  • Firebase Remote Config Integration: Firebase Remote Config has been integrated to allow dynamic configuration of application parameters, such as the AI model name, generation configuration (e.g., temperature, topP), and usage limits (e.g., maximum images per day).
  • Usage Tracking and Paywall: A new usage tracking service has been implemented to monitor the number of AI-generated recipes per day. Once a predefined limit is reached, a 'PaywallView' is presented, prompting the user to upgrade for unlimited generations.
  • Improved Recipe Details Display: The SuggestRecipeDetailsView has been updated to beautifully display the new structured Recipe data, including title, description, cooking time, ingredients, and step-by-step instructions, replacing the previous Markdown-based display.
Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature Command Description
Code Review /gemini review Performs a code review for the current pull request in its current state.
Pull Request Summary /gemini summary Provides a summary of the current pull request in its current state.
Comment @gemini-code-assist Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help /gemini help Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

  1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution.

Copy link
Contributor

@gemini-code-assist gemini-code-assist bot left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Code Review

This pull request introduces structured generation using JSON schema and integrates Firebase Remote Config to manage model parameters. It also adds usage tracking with a daily limit, showing a paywall when the limit is reached. The changes are well-structured, separating concerns into different services. However, the core feature of using Remote Config values in the view model is incomplete, and there are a few areas for improvement regarding robustness and code style. My review includes critical feedback on the Remote Config integration and suggestions to prevent potential crashes and improve code maintainability.

@peterfriese peterfriese merged commit 880e0db into peterfriese/friendlymeals-functioncalling-optimize Dec 1, 2025
1 check passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant