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Codium-ai / AlphaCodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""
https://www.codium.ai
GNU Affero General Public License v3.0
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Update README.md #9

Closed LunaBegray closed 9 months ago

LunaBegray commented 9 months ago

User description

mistakes in grammar and redundancies

Type

Documentation

Description

Changes walkthrough

Relevant files
Documentation
README.md
Improvements to README Documentation                                                         
README.md - Corrected grammar and improved sentence structure in various sections
of the README. - Made minor changes to improve the readability and clarity of the
instructions.
+15/-15 
✨ Usage guide:
**Overview:** The `describe` tool scans the PR code changes, and generates a description for the PR - title, type, summary, walkthrough and labels. The tool can be triggered [automatically](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) every time a new PR is opened, or can be invoked manually by commenting on a PR. When commenting, to edit [configurations](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L46) related to the describe tool (`pr_description` section), use the following template: ``` /describe --pr_description.some_config1=... --pr_description.some_config2=... ``` With a [configuration file](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#working-with-github-app), use the following template: ``` [pr_description] some_config1=... some_config2=... ```
Enabling\disabling automation
- When you first install the app, the [default mode](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) for the describe tool is: ``` pr_commands = ["/describe --pr_description.add_original_user_description=true" "--pr_description.keep_original_user_title=true", ...] ``` meaning the `describe` tool will run automatically on every PR, will keep the original title, and will add the original user description above the generated description. - Markers are an alternative way to control the generated description, to give maximal control to the user. If you set: ``` pr_commands = ["/describe --pr_description.use_description_markers=true", ...] ``` the tool will replace every marker of the form `pr_agent:marker_name` in the PR description with the relevant content, where `marker_name` is one of the following: - `type`: the PR type. - `summary`: the PR summary. - `walkthrough`: the PR walkthrough. Note that when markers are enabled, if the original PR description does not contain any markers, the tool will not alter the description at all.
Custom labels
The default labels of the `describe` tool are quite generic: [`Bug fix`, `Tests`, `Enhancement`, `Documentation`, `Other`]. If you specify [custom labels](https://github.com/Codium-ai/pr-agent/blob/main/docs/DESCRIBE.md#handle-custom-labels-from-the-repos-labels-page-gem) in the repo's labels page or via configuration file, you can get tailored labels for your use cases. Examples for custom labels: - `Main topic:performance` - pr_agent:The main topic of this PR is performance - `New endpoint` - pr_agent:A new endpoint was added in this PR - `SQL query` - pr_agent:A new SQL query was added in this PR - `Dockerfile changes` - pr_agent:The PR contains changes in the Dockerfile - ... The list above is eclectic, and aims to give an idea of different possibilities. Define custom labels that are relevant for your repo and use cases. Note that Labels are not mutually exclusive, so you can add multiple label categories. Make sure to provide proper title, and a detailed and well-phrased description for each label, so the tool will know when to suggest it.
Utilizing extra instructions
The `describe` tool can be configured with extra instructions, to guide the model to a feedback tailored to the needs of your project. Be specific, clear, and concise in the instructions. With extra instructions, you are the prompter. Notice that the general structure of the description is fixed, and cannot be changed. Extra instructions can change the content or style of each sub-section of the PR description. Examples for extra instructions: ``` [pr_description] extra_instructions=""" - The PR title should be in the format: ': ' - The title should be short and concise (up to 10 words) - ... """ ``` Use triple quotes to write multi-line instructions. Use bullet points to make the instructions more readable. </details></td></tr> <tr><td><details> <summary><strong> More PR-Agent commands</strong></summary><hr> > To invoke the PR-Agent, add a comment using one of the following commands: > - **/review**: Request a review of your Pull Request. > - **/describe**: Update the PR title and description based on the contents of the PR. > - **/improve [--extended]**: Suggest code improvements. Extended mode provides a higher quality feedback. > - **/ask \<QUESTION\>**: Ask a question about the PR. > - **/update_changelog**: Update the changelog based on the PR's contents. > - **/add_docs** 💎: Generate docstring for new components introduced in the PR. > - **/generate_labels** 💎: Generate labels for the PR based on the PR's contents. > - **/analyze** 💎: Automatically analyzes the PR, and presents changes walkthrough for each component. >See the [tools guide](https://github.com/Codium-ai/pr-agent/blob/main/docs/TOOLS_GUIDE.md) for more details. >To list the possible configuration parameters, add a **/config** comment. </details></td></tr> </table> See the [describe usage](https://github.com/Codium-ai/pr-agent/blob/main/docs/DESCRIBE.md) page for a comprehensive guide on using this tool. </details> </div> </div> <div class="comment"> <div class="user"> <a rel="noreferrer nofollow" target="_blank" href="https://github.com/codiumai-pr-agent-pro[bot]"><img src="https://avatars.githubusercontent.com/in/484649?v=4" />codiumai-pr-agent-pro[bot]</a> commented <strong> 9 months ago</strong> </div> <div class="markdown-body"> <p><strong><a href="https://github.com/Codium-ai/AlphaCodium/pull/9">PR Description</a></strong> updated to latest commit (<a href="https://github.com/Codium-ai/AlphaCodium/commit/de494d03ec63abdc463ef660189f95e4b33c8957">https://github.com/Codium-ai/AlphaCodium/commit/de494d03ec63abdc463ef660189f95e4b33c8957</a>)</p> </div> </div> <div class="comment"> <div class="user"> <a rel="noreferrer nofollow" target="_blank" href="https://github.com/codiumai-pr-agent-pro[bot]"><img src="https://avatars.githubusercontent.com/in/484649?v=4" />codiumai-pr-agent-pro[bot]</a> commented <strong> 9 months ago</strong> </div> <div class="markdown-body"> <h2>PR Analysis</h2> <ul> <li>🎯 <strong>Main theme:</strong> Documentation improvement</li> <li>📝 <strong>PR summary:</strong> This PR focuses on improving the documentation in the README.md file. Various sections of the README have been updated to correct grammar and improve sentence structure. The changes aim to enhance the readability and clarity of the instructions and information provided in the README.</li> <li>📌 <strong>Type of PR:</strong> Documentation</li> <li>🧪 <strong>Relevant tests added:</strong> No</li> <li>⏱️ <strong>Estimated effort to review [1-5]:</strong> 1, because the changes are straightforward and mainly involve improvements to the documentation.</li> <li>🔒 <strong>Security concerns:</strong> No <h2>PR Feedback</h2></li> </ul> <p><strong>💡 General suggestions:</strong> The changes made in this PR are well done. The grammar corrections and improvements in sentence structure enhance the readability of the README file. However, it would be beneficial to consider adding more descriptive headers or a table of contents for easier navigation, especially if the README continues to grow.</p> <hr> <details> <summary><strong>✨ Usage guide:</strong></summary><hr> **Overview:** The `review` tool scans the PR code changes, and generates a PR review. The tool can be triggered [automatically](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) every time a new PR is opened, or can be invoked manually by commenting on any PR. When commenting, to edit [configurations](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L19) related to the review tool (`pr_reviewer` section), use the following template: ``` /review --pr_reviewer.some_config1=... --pr_reviewer.some_config2=... ``` With a [configuration file](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#working-with-github-app), use the following template: ``` [pr_reviewer] some_config1=... some_config2=... ``` <table><tr><td><details> <summary><strong> Utilizing extra instructions</strong></summary><hr> The `review` tool can be configured with extra instructions, which can be used to guide the model to a feedback tailored to the needs of your project. Be specific, clear, and concise in the instructions. With extra instructions, you are the prompter. Specify the relevant sub-tool, and the relevant aspects of the PR that you want to emphasize. Examples for extra instructions: ``` [pr_reviewer] # /review # extra_instructions=""" In the code feedback section, emphasize the following: - Does the code logic cover relevant edge cases? - Is the code logic clear and easy to understand? - Is the code logic efficient? ... """ ``` Use triple quotes to write multi-line instructions. Use bullet points to make the instructions more readable. </details></td></tr> <tr><td><details> <summary><strong> How to enable\disable automation</strong></summary><hr> - When you first install PR-Agent app, the [default mode](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) for the `review` tool is: ``` pr_commands = ["/review", ...] ``` meaning the `review` tool will run automatically on every PR, with the default configuration. Edit this field to enable/disable the tool, or to change the used configurations </details></td></tr> <tr><td><details> <summary><strong> About the 'Code feedback' section</strong></summary><hr> The `review` tool provides several type of feedbacks, one of them is code suggestions. If you are interested **only** in the code suggestions, it is recommended to use the [`improve`](https://github.com/Codium-ai/pr-agent/blob/main/docs/IMPROVE.md) feature instead, since it dedicated only to code suggestions, and usually gives better results. Use the `review` tool if you want to get a more comprehensive feedback, which includes code suggestions as well. </details></td></tr> <tr><td><details> <summary><strong> Auto-labels</strong></summary><hr> The `review` tool can auto-generate two specific types of labels for a PR: - a `possible security issue` label, that detects possible [security issues](https://github.com/Codium-ai/pr-agent/blob/tr/user_description/pr_agent/settings/pr_reviewer_prompts.toml#L136) (`enable_review_labels_security` flag) - a `Review effort [1-5]: x` label, where x is the estimated effort to review the PR (`enable_review_labels_effort` flag) </details></td></tr> <tr><td><details> <summary><strong> Extra sub-tools</strong></summary><hr> The `review` tool provides a collection of possible feedbacks about a PR. It is recommended to review the [possible options](https://github.com/Codium-ai/pr-agent/blob/main/docs/REVIEW.md#enabledisable-features), and choose the ones relevant for your use case. Some of the feature that are disabled by default are quite useful, and should be considered for enabling. For example: `require_score_review`, `require_soc2_review`, `enable_review_labels_effort`, and more. </details></td></tr> <tr><td><details> <summary><strong> More PR-Agent commands</strong></summary><hr> > To invoke the PR-Agent, add a comment using one of the following commands: > - **/review**: Request a review of your Pull Request. > - **/describe**: Update the PR title and description based on the contents of the PR. > - **/improve [--extended]**: Suggest code improvements. Extended mode provides a higher quality feedback. > - **/ask \<QUESTION\>**: Ask a question about the PR. > - **/update_changelog**: Update the changelog based on the PR's contents. > - **/add_docs** 💎: Generate docstring for new components introduced in the PR. > - **/generate_labels** 💎: Generate labels for the PR based on the PR's contents. > - **/analyze** 💎: Automatically analyzes the PR, and presents changes walkthrough for each component. >See the [tools guide](https://github.com/Codium-ai/pr-agent/blob/main/docs/TOOLS_GUIDE.md) for more details. >To list the possible configuration parameters, add a **/config** comment. </details></td></tr> </table> See the [review usage](https://github.com/Codium-ai/pr-agent/blob/main/docs/REVIEW.md) page for a comprehensive guide on using this tool. </details> </div> </div> <div class="comment"> <div class="user"> <a rel="noreferrer nofollow" target="_blank" href="https://github.com/codiumai-pr-agent-pro[bot]"><img src="https://avatars.githubusercontent.com/in/484649?v=4" />codiumai-pr-agent-pro[bot]</a> commented <strong> 9 months ago</strong> </div> <div class="markdown-body"> <h2>PR Code Suggestions</h2> <table><thead><tr><th></th><th>Suggestions                                                                                                                                                          </th></tr></thead><tbody><tr><td><strong>enhancement</strong></td><td><table><tr><td> <details><summary>Improve the clarity of the instructions by using a more formal and precise language.</summary> ___ **Consider using a more formal and precise language to improve the clarity of the <br> instructions. For example, instead of saying 'fill in your OpenAI API key', you could say <br> 'replace the placeholder with your OpenAI API key'.** [README.md [45]](https://github.com/Codium-ai/AlphaCodium/pull/9/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5R45-R45) ```diff -(2) Duplicate the file `alpha_codium/settings/.secrets_template.toml`, rename it as `.secrets.toml`, and fill in your OpenAI API key: +(2) Duplicate the file `alpha_codium/settings/.secrets_template.toml`, rename it as `.secrets.toml`, and replace the placeholder with your OpenAI API key: ``` </details></td></tr><tr><td> <details><summary>Improve the clarity of the instructions by using a more formal and precise language.</summary> ___ **Consider using a more formal and precise language to improve the clarity of the <br> instructions. For example, instead of saying 'The following sections in the configuration <br> file', you could say 'The following sections in the configuration file allow you to'.** [README.md [70]](https://github.com/Codium-ai/AlphaCodium/pull/9/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5R70-R70) ```diff -- The following sections in the configuration file: +- The following sections in the configuration file allow you to: ``` </details></td></tr><tr><td> <details><summary>Improve the clarity of the instructions by using a more formal and precise language.</summary> ___ **Consider using a more formal and precise language to improve the clarity of the <br> instructions. For example, instead of saying 'The `dataset` section in the configuration <br> file contains', you could say 'The `dataset` section in the configuration file specifies'.** [README.md [95]](https://github.com/Codium-ai/AlphaCodium/pull/9/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5R95-R95) ```diff -- The `dataset` section in the configuration file contains the configuration for the running and evaluation of a dataset. +- The `dataset` section in the configuration file specifies the configuration for the running and evaluation of a dataset. ``` </details></td></tr><tr><td> <details><summary>Improve the clarity of the instructions by using a more formal and precise language.</summary> ___ **Consider using a more formal and precise language to improve the clarity of the <br> instructions. For example, instead of saying 'We removed the train set', you could say 'We <br> have removed the training set'.** [README.md [158]](https://github.com/Codium-ai/AlphaCodium/pull/9/files#diff-b335630551682c19a781afebcf4d07bf978fb1f8ac04c6bf87428ed5106870f5R158-R158) ```diff -We removed the train set (which is not relevant to our work) and did some post-processing and cleaning to the validation and test sets. +We have removed the training set (which is not relevant to our work) and performed some post-processing and cleaning on the validation and test sets. ``` </details></td></tr></table></td></tr></tr></tbody></table><hr> <details> <summary><strong>✨ Usage guide:</strong></summary><hr> **Overview:** The `improve` tool scans the PR code changes, and automatically generates suggestions for improving the PR code. The tool can be triggered [automatically](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) every time a new PR is opened, or can be invoked manually by commenting on a PR. When commenting, to edit [configurations](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L69) related to the improve tool (`pr_code_suggestions` section), use the following template: ``` /improve --pr_code_suggestions.some_config1=... --pr_code_suggestions.some_config2=... ``` With a [configuration file](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#working-with-github-app), use the following template: ``` [pr_code_suggestions] some_config1=... some_config2=... ``` <table><tr><td><details> <summary><strong> Enabling\disabling automation </strong></summary><hr> When you first install the app, the [default mode](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#github-app-automatic-tools) for the improve tool is: ``` pr_commands = ["/improve --pr_code_suggestions.summarize=true", ...] ``` meaning the `improve` tool will run automatically on every PR, with summarization enabled. Delete this line to disable the tool from running automatically. </details></td></tr> <tr><td><details> <summary><strong> Utilizing extra instructions</strong></summary><hr> Extra instructions are very important for the `improve` tool, since they enable to guide the model to suggestions that are more relevant to the specific needs of the project. Be specific, clear, and concise in the instructions. With extra instructions, you are the prompter. Specify relevant aspects that you want the model to focus on. Examples for extra instructions: ``` [pr_code_suggestions] # /improve # extra_instructions=""" Emphasize the following aspects: - Does the code logic cover relevant edge cases? - Is the code logic clear and easy to understand? - Is the code logic efficient? ... """ ``` Use triple quotes to write multi-line instructions. Use bullet points to make the instructions more readable. </details></td></tr> <tr><td><details> <summary><strong> A note on code suggestions quality</strong></summary><hr> - While the current AI for code is getting better and better (GPT-4), it's not flawless. Not all the suggestions will be perfect, and a user should not accept all of them automatically. - Suggestions are not meant to be simplistic. Instead, they aim to give deep feedback and raise questions, ideas and thoughts to the user, who can then use his judgment, experience, and understanding of the code base. - Recommended to use the 'extra_instructions' field to guide the model to suggestions that are more relevant to the specific needs of the project. - Best quality will be obtained by using 'improve --extended' mode. </details></td></tr> <tr><td><details> <summary><strong> More PR-Agent commands</strong></summary><hr> > To invoke the PR-Agent, add a comment using one of the following commands: > - **/review**: Request a review of your Pull Request. > - **/describe**: Update the PR title and description based on the contents of the PR. > - **/improve [--extended]**: Suggest code improvements. Extended mode provides a higher quality feedback. > - **/ask \<QUESTION\>**: Ask a question about the PR. > - **/update_changelog**: Update the changelog based on the PR's contents. > - **/add_docs** 💎: Generate docstring for new components introduced in the PR. > - **/generate_labels** 💎: Generate labels for the PR based on the PR's contents. > - **/analyze** 💎: Automatically analyzes the PR, and presents changes walkthrough for each component. >See the [tools guide](https://github.com/Codium-ai/pr-agent/blob/main/docs/TOOLS_GUIDE.md) for more details. >To list the possible configuration parameters, add a **/config** comment. </details></td></tr> </table> See the [improve usage](https://github.com/Codium-ai/pr-agent/blob/main/docs/IMPROVE.md) page for a more comprehensive guide on using this tool. </details> </div> </div> <div class="comment"> <div class="user"> <a rel="noreferrer nofollow" target="_blank" href="https://github.com/mrT23"><img src="https://avatars.githubusercontent.com/u/21198860?v=4" />mrT23</a> commented <strong> 9 months ago</strong> </div> <div class="markdown-body"> <p>Hi @LunaBegray most of the corrections are "correct', but some change the meaning or nuances, and I won't accept them</p> </div> </div> <div class="comment"> <div class="user"> <a rel="noreferrer nofollow" target="_blank" href="https://github.com/mrT23"><img src="https://avatars.githubusercontent.com/u/21198860?v=4" />mrT23</a> commented <strong> 9 months ago</strong> </div> <div class="markdown-body"> <p>merged the relevant part in <a href="https://github.com/Codium-ai/AlphaCodium/pull/15">https://github.com/Codium-ai/AlphaCodium/pull/15</a></p> </div> </div> <div class="page-bar-simple"> </div> <div class="footer"> <ul class="body"> <li>© <script> document.write(new Date().getFullYear()) </script> Githubissues.</li> <li>Githubissues is a development platform for aggregating issues.</li> </ul> </div> <script src="https://cdn.jsdelivr.net/npm/jquery@3.5.1/dist/jquery.min.js"></script> <script src="/githubissues/assets/js.js"></script> <script src="/githubissues/assets/markdown.js"></script> <script src="https://cdn.jsdelivr.net/gh/highlightjs/cdn-release@11.4.0/build/highlight.min.js"></script> <script src="https://cdn.jsdelivr.net/gh/highlightjs/cdn-release@11.4.0/build/languages/go.min.js"></script> <script> hljs.highlightAll(); </script> </body> </html>