gemini-code-assist[bot] commented on PR #402: URL: https://github.com/apache/tvm-ffi/pull/402#issuecomment-3736810233
## Summary of Changes Hello @junrushao, I'm Gemini Code Assist[^1]! 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 TVM-FFI documentation by introducing a new, comprehensive overview of its Application Binary Interface (ABI). The new document, written in reStructuredText and supported by concrete C code examples, aims to clarify the fundamental principles, data structures, and interaction patterns of the FFI system. This change improves the accessibility and understanding of TVM-FFI's low-level mechanisms for developers, ensuring a more robust and maintainable codebase. ### Highlights * **New ABI Overview Documentation**: A comprehensive reStructuredText document, `docs/concepts/abi_overview.rst`, has been added. This document provides a detailed overview of the TVM-FFI Application Binary Interface (ABI), covering its core principles, data types (`Any`, `Object`, `Tensor`, `Function`, `Exception`, `Module`, `String`, and `Byte`), and usage patterns with low-level C code examples. * **Accompanying C Code Examples**: A new C example file, `examples/abi_overview/example_code.c`, has been introduced. This file contains practical code snippets that are directly referenced within the `abi_overview.rst` document, illustrating how to interact with the TVM-FFI ABI concepts in C. * **Documentation Structure and Cross-Referencing Improvements**: The main documentation index (`docs/index.rst`) has been updated to include the new ABI overview. Additionally, existing documentation files (`docs/concepts/any.rst`, `docs/concepts/object_and_class.rst`) have been modified to add specific cross-reference targets, enhancing navigation and linking within the documentation set. * **C API Header Annotations**: The `include/tvm/ffi/c_api.h` file has been augmented with `// [TAG.begin]` and `// [TAG.end]` markers around key C ABI struct and enum definitions. These annotations are crucial for documentation generation tools, allowing specific code sections to be directly embedded and referenced in the new ABI overview. * **Legacy Document Handling**: The previous ABI overview document, `docs/concepts/abi_overview.md`, has been renamed to `docs/concepts/abi_overview_legacy.rst`. This indicates a transition to a new, more detailed, and structured ABI documentation approach. 🧠**New Feature in Public Preview:** You can now enable **Memory** to help **Gemini Code Assist** learn from your team's feedback. This makes future code reviews more consistent and personalized to your project's style. **Click [here](https://codeassist.google/code-review/login) to enable Memory in your admin console.** <details> <summary><b>Using Gemini Code Assist</b></summary> <br> The full guide for Gemini Code Assist can be found on our [documentation page](https://developers.google.com/gemini-code-assist/docs/review-github-code), here are some quick tips. <b>Invoking Gemini</b> 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. <b>Customization</b> 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](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github). <b>Limitations & Feedback</b> Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with :thumbsup: and :thumbsdown: 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](https://google.qualtrics.com/jfe/form/SV_2cyuGuTWsEw84yG). <b>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](https://cloud.google.com/products/gemini/code-assist).</b> </details> [^1]: Review the [Privacy Notices](https://policies.google.com/privacy), [Generative AI Prohibited Use Policy](https://policies.google.com/terms/generative-ai/use-policy), [Terms of Service](https://policies.google.com/terms), and learn how to configure Gemini Code Assist in GitHub [here](https://developers.google.com/gemini-code-assist/docs/customize-gemini-behavior-github). Gemini can make mistakes, so double check it and [use code with caution](https://support.google.com/legal/answer/13505487). -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
