gemini-code-assist[bot] commented on PR #36301: URL: https://github.com/apache/beam/pull/36301#issuecomment-3340492179
## Summary of Changes Hello @mohamedawnallah, 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 introduces a new blog post that comprehensively documents the author's Google Summer of Code 2025 project. The project's core focus was to significantly enhance Apache Beam's Python SDK by integrating connectors for various machine learning components, specifically vector databases like Milvus and feature stores such as Tecton, aiming to bolster support for advanced ML workflows. The PR also includes the necessary author metadata to correctly attribute the new blog content. ### Highlights * **New Blog Post Added**: Introduced a new blog post titled "Google Summer of Code 2025 - Beam ML Vector DB/Feature Store integrations" to document the author's GSoC journey and project outcomes. * **GSoC Project Summary**: Detailed the GSoC project's objective of enhancing Beam's Python SDK with connectors for vector databases (Milvus) and feature stores (Tecton) to support ML use cases like RAG and feature engineering. * **Challenges and Learnings**: Provided insights into the challenges encountered during the GSoC project, such as Docker TestContainers compatibility and CI workflow triggering, along with lessons learned and tips for future contributors. * **Author Attribution**: Added the author's profile, 'mohamedawnallah', to the 'authors.yml' file, enabling proper attribution for the new blog post. <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]
