gemini-code-assist[bot] commented on PR #355:
URL: https://github.com/apache/tvm-ffi/pull/355#issuecomment-3680565494

   ## 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 improves the Python packaging documentation 
by reorganizing example code, enhancing clarity with new sections and direct 
code inclusions, and updating the example C++ extension and its corresponding 
Python usage. These changes aim to provide a more accurate, maintainable, and 
user-friendly guide for developers working with TVM-FFI Python packaging.
   
   ### Highlights
   
   * **Example Directory Migration**: The `examples/packaging` directory has 
been renamed to `examples/python_packaging` to better reflect its content and 
purpose, ensuring a clearer structure for Python packaging examples.
   * **Documentation Enhancement**: The `python_packaging.rst` documentation 
now includes a new 'Prerequisite' section and utilizes `literalinclude` 
directives to directly embed code snippets from the example files. This change 
ensures consistency between the documentation and the actual source code, 
making it easier to maintain and more accurate.
   * **Simplified C++ Extension Example**: The `extension.cc` example has been 
refactored to be more concise, focusing on core FFI concepts like ABI-exported 
functions (`AddTwo`), global registry functions (`AddOne`, `RaiseError`), and 
simplified object definitions (`IntPairObj` with a `Sum` method). This removes 
`TensorView` examples and streamlines object usage.
   * **Updated Stub Generation Tool Help**: The `tvm-ffi-stubgen` command-line 
interface help message has been streamlined. It now removes verbose examples 
and includes a direct link to the relevant Python packaging documentation, 
improving user guidance.
   * **Example Script Alignment**: The `run_example.py` script and Python stub 
files (`_ffi_api.py`) have been updated to reflect the changes in the C++ 
extension. This includes new function calls, simplified object attribute 
access, and removal of the `torch` dependency from the example.
   
   🧠 **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>Ignored Files</b></summary>
   
   *   **Ignored by pattern:** `.github/workflows/**` (1)
       *   .github/workflows/ci_mainline_only.yml
   </details>
   
   
   
   <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]

Reply via email to