gemini-code-assist[bot] commented on PR #191: URL: https://github.com/apache/tvm-ffi/pull/191#issuecomment-3448067961
## 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 documentation and examples for TVM FFI by introducing a dedicated and detailed guide on its Stable C ABI. It clarifies the fundamental `Any` type layout and the `universal_c_abi` function calling convention, making these crucial concepts more accessible. The addition of illustrative SVG diagrams and practical C code examples, along with updated build configurations, provides a robust resource for developers looking to understand and utilize TVM FFI's cross-language and cross-framework interoperability. ### Highlights * **New Stable C ABI Documentation**: Introduced a comprehensive new documentation page (`docs/get_started/stable_c_abi.rst`) detailing the TVM FFI's Stable C ABI, including its core concepts, `Any` type layout, and `universal_c_abi` function calling convention. * **Visual Aids for ABI Concepts**: Added two new SVG diagrams (`docs/_static/tvm-ffi-layout-any.svg` and `docs/_static/tvm-ffi-layout-func.svg`) to visually explain the memory layout of the `Any` type and the structure of the `universal_c_abi` function, enhancing clarity for developers. * **New C Code Examples**: Provided new C code examples (`examples/stable_c_abi/src/add_one_cpu.c` and `examples/stable_c_abi/src/load.c`) that demonstrate how to implement a kernel and load/run it using the Stable C ABI, complete with CMake build scripts and shell scripts for raw compilation. * **Documentation Refactoring and Cleanup**: Refactored existing quickstart documentation (`docs/get_started/quickstart.rst`) to improve code snippet organization using new `[main.begin]` and `[aux.begin]` tags and dropdowns. The old Markdown C ABI guide (`docs/guides/stable_c_abi.md`) was removed and replaced by the new reStructuredText documentation. <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]
