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64 Commits

Author SHA1 Message Date
Tal
e5bbb701d3 Update README.md 2024-05-19 13:03:30 +03:00
Tal
7779038e2a Merge pull request #912 from Codium-ai/tr/show_config
Tr/show config
2024-05-19 12:37:58 +03:00
c3dca2ef5a Refactor model selection logic for PR tools and update turbo model to gpt-4o 2024-05-19 12:37:31 +03:00
985b4f05cf Refactor model selection logic for PR tools and update turbo model to gpt-4o 2024-05-19 12:37:06 +03:00
8921d9eb0e Refactor model selection logic for PR tools and update turbo model to gpt-4o 2024-05-19 12:35:19 +03:00
2880e48860 Refactor model selection logic for PR tools and update turbo model to gpt-4o 2024-05-19 12:29:06 +03:00
9b56c83c1d APP_NAME 2024-05-19 12:18:22 +03:00
Tal
2369b8da69 Merge pull request #911 from Codium-ai/tr/show_config
Update configuration_options.md to include tip on showing relevant co…
2024-05-19 08:22:07 +03:00
dcd188193b Update configuration_options.md to include tip on showing relevant configurations 2024-05-19 08:20:15 +03:00
Tal
89819b302b Merge pull request #910 from Codium-ai/tr/show_config
Tr/show config
2024-05-19 08:06:20 +03:00
3432d377c7 Update configuration_options.md to include tip on showing relevant configurations 2024-05-18 13:14:16 +03:00
ea4ee1adbc Add show_relevant_configurations function and integrate it across tools to output relevant configurations if enabled 2024-05-18 13:09:50 +03:00
Tal
f9af9e4a91 Update pr_code_suggestions_prompts.toml 2024-05-16 21:59:00 +03:00
Tal
3b3e885b76 Merge pull request #906 from Codium-ai/tr/self_reflect
Tr/self reflect
2024-05-16 21:57:32 +03:00
46e934772c Rename "Custom Suggestions" feature to "Custom Prompt" across documentation, README, and tool references 2024-05-16 21:55:02 +03:00
cc08394e51 Refine field descriptions in pr_code_suggestions_prompts.toml and comment out default scoring error log in pr_code_suggestions.py 2024-05-16 21:49:06 +03:00
Tal
2b4eac2123 Merge pull request #905 from Codium-ai/tr/self_reflect
Add roadmap section to Chrome Extension documentation with visual pre…
2024-05-16 10:57:02 +03:00
570f7d6dcf Add roadmap section to Chrome Extension documentation with visual preview 2024-05-16 10:55:51 +03:00
Tal
188d092524 Merge pull request #904 from Codium-ai/tr/self_reflect
Add documentation for PR-Agent Chrome Extension and update mkdocs.yml…
2024-05-16 09:18:34 +03:00
8599c0fed4 Add documentation for PR-Agent Chrome Extension and update mkdocs.yml to include new section 2024-05-16 09:17:26 +03:00
0ab19b84b2 Add documentation for PR-Agent Chrome Extension and update mkdocs.yml to include new section 2024-05-16 09:12:55 +03:00
Tal
fec583e45e Merge pull request #903 from Codium-ai/mrT23-patch-3
Update README.md
2024-05-15 10:37:53 +03:00
Tal
589b865db5 Update README.md 2024-05-15 10:31:57 +03:00
Tal
be701aa868 Merge pull request #902 from Codium-ai/tr/self_reflect
Refactor Azure DevOps provider to use PR iterations for change detect…
2024-05-15 09:22:14 +03:00
4231a84e7a Refactor Azure DevOps provider to use PR iterations for change detection, improving accuracy of diff file identification 2024-05-15 09:15:12 +03:00
e56320540b Refactor Azure DevOps provider to use PR iterations for change detection, improving accuracy of diff file identification 2024-05-15 09:05:01 +03:00
e4565f7106 Refactor Azure DevOps provider to use PR iterations for change detection, improving accuracy of diff file identification 2024-05-14 21:43:14 +03:00
Tal
b4458ffede Merge pull request #901 from KennyDizi/main
Add new GPT-4o models and update tiktoken to 0.7.0
2024-05-14 09:25:24 +03:00
36ad8935ad Add gpt-4o models 2024-05-14 08:24:34 +07:00
9dd2520dbd Update tiktoken to 0.7.0 2024-05-14 08:21:41 +07:00
Tal
e6708fcb7b Merge pull request #898 from Codium-ai/tr/self_reflect
Tr/self reflect
2024-05-13 18:22:44 +03:00
05876afc02 Refactor pr_code_suggestions logic and update prompts for clarity and consistency 2024-05-13 18:21:31 +03:00
f3eb74d718 Refactor pr_code_suggestions logic and update prompts for clarity and consistency 2024-05-13 18:18:17 +03:00
b0aac4ec5d Refactor pr_code_suggestions logic and update prompts for clarity and consistency 2024-05-13 18:13:37 +03:00
95c7b3f55c Refactor pr_code_suggestions logic and update prompts for clarity and consistency 2024-05-13 18:03:13 +03:00
Tal
efd906ccf1 Update .pr_agent.toml 2024-05-13 17:52:09 +03:00
Tal
5fed21ce37 Update README.md 2024-05-13 09:44:59 +03:00
Tal
853cfb3fc9 Merge pull request #897 from Codium-ai/tr/self_reflect
Tr/self reflect
2024-05-13 09:28:58 +03:00
6c0837491c Update README.md to include info on filtering suggestions by score threshold 2024-05-13 09:21:55 +03:00
fbacc7c765 artifact 2024-05-13 09:19:08 +03:00
Tal
e69b798aa1 Merge pull request #895 from Codium-ai/tr/self_reflect
self-reflection documentation
2024-05-12 16:23:07 +03:00
61ba015a55 artifact 2024-05-12 16:22:40 +03:00
4f6490b17c Integrate self-reflection feature in PR-Agent, enhancing code suggestions with scoring and sorting, and update documentation accordingly 2024-05-12 16:17:47 +03:00
Tal
9dfc263e2e Merge pull request #894 from Codium-ai/tr/self_reflect
Tr/self reflect
2024-05-12 16:01:08 +03:00
d348cffbae Enhance error handling and logging in pr_code_suggestions with default scores and contextualized self_reflection 2024-05-12 15:52:59 +03:00
c04ab933cd s 2024-05-12 15:04:36 +03:00
a55fa753b9 s 2024-05-12 14:54:35 +03:00
8e0435d9a0 s 2024-05-12 14:40:25 +03:00
39c0733d6f s 2024-05-12 14:00:30 +03:00
a588e9f2bb s 2024-05-12 13:55:12 +03:00
7627e651ea s 2024-05-12 13:50:10 +03:00
1ebc20b761 self_reflect 2024-05-12 13:49:28 +03:00
Tal
38058ea714 Merge pull request #893 from Codium-ai/tr/readme3
Tr/readme3
2024-05-08 15:43:32 +03:00
c92c26448f s 2024-05-08 15:42:00 +03:00
38051f79b7 s 2024-05-08 14:38:28 +03:00
738eb055ff s 2024-05-08 14:28:38 +03:00
Tal
5d8d178a60 Merge pull request #892 from Codium-ai/mrT23-patch-3
Update configuration_options.md
2024-05-08 13:55:27 +03:00
Tal
e8f4a45774 Update configuration_options.md 2024-05-08 13:54:31 +03:00
Tal
aa60c7d701 Merge pull request #890 from Codium-ai/tr/branding
privacy
2024-05-05 16:15:04 +03:00
4645cd7cf9 privacy 2024-05-05 16:13:28 +03:00
edb230c993 privacy 2024-05-05 16:11:03 +03:00
7bb1917be7 privacy 2024-05-05 16:09:07 +03:00
Tal
d360fb72cb Merge pull request #889 from Codium-ai/tr/branding
privacy policy for chrome extension
2024-05-05 16:03:00 +03:00
253f77f4d9 privacy 2024-05-05 16:01:07 +03:00
25 changed files with 725 additions and 325 deletions

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@ -1,7 +1,3 @@
[pr_reviewer]
enable_review_labels_effort = true
enable_auto_approval = true
[pr_code_suggestions]
commitable_code_suggestions=false

114
README.md
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@ -14,6 +14,7 @@ CodiumAI PR-Agent aims to help efficiently review and handle pull requests, by p
</div>
[![GitHub license](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://github.com/Codium-ai/pr-agent/blob/main/LICENSE)
[![Static Badge](https://img.shields.io/badge/Chrome-Extension-violet)](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl)
[![Discord](https://badgen.net/badge/icon/discord?icon=discord&label&color=purple)](https://discord.com/channels/1057273017547378788/1126104260430528613)
[![Twitter](https://img.shields.io/twitter/follow/codiumai)](https://twitter.com/codiumai)
<a href="https://github.com/Codium-ai/pr-agent/commits/main">
@ -40,6 +41,20 @@ CodiumAI PR-Agent aims to help efficiently review and handle pull requests, by p
## News and Updates
### May 19, 2024
GPT-4o is now the default fast model ("Turbo"). This model will be used for all commands except `review` and `improve`, which will still use "GPT-4-2024-04-09", since they are harder and would still benefit from the larger model.
### May 12, 2024
Inspired by [AlphaCodium](https://github.com/Codium-ai/AlphaCodium) flow engineering scheme, PR-Agent now performs **self-reflection** on the code suggestions it provides,
enabling to remove invalid suggestions, and score the valid ones. The suggestions will be presented sorted by their score, enabling to focus on the most important ones first.
You can also choose to automatically remove suggestions below a certain importance score threshold, by setting the `pr_code_suggestions.suggestions_score_threshold` [configuration](https://pr-agent-docs.codium.ai/tools/improve/#configuration-options).
<kbd><img src="https://codium.ai/images/pr_agent/self_reflection1.png" width="512"></kbd>
<kbd><img src="https://codium.ai/images/pr_agent/self_reflection2.png" width="512"></kbd>
### May 2, 2024
Check out the new [PR-Agent Chrome Extension](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl) 🚀🚀🚀
@ -50,79 +65,45 @@ You can also easily export your chosen configuration, and use it for the automat
<kbd><img src="https://codium.ai/images/pr_agent/toolbar2.png" width="512"></kbd>
### April 14, 2024
You can now ask questions about images that appear in the comment, where the entire PR is considered as the context.
see [here](https://pr-agent-docs.codium.ai/tools/ask/#ask-on-images) for more details.
<kbd><img src="https://codium.ai/images/pr_agent/ask_images5.png" width="512"></kbd>
### March 24, 2024
PR-Agent is now available for easy installation via [pip](https://pr-agent-docs.codium.ai/installation/locally/#using-pip-package).
### March 17, 2024
- A new feature is now available for the review tool: [`require_can_be_split_review`](https://pr-agent-docs.codium.ai/tools/review/#enabledisable-features).
If set to true, the tool will add a section that checks if the PR contains several themes, and can be split into smaller PRs.
<kbd><img src="https://codium.ai/images/pr_agent/multiple_pr_themes.png" width="512"></kbd>
### March 10, 2024
- A new [knowledge-base website](https://pr-agent-docs.codium.ai/) for PR-Agent is now available. It includes detailed information about the different tools, usage guides and more, in an accessible and organized format.
### March 8, 2024
- A new tool, [Find Similar Code](https://pr-agent-docs.codium.ai/tools/similar_code/) 💎 is now available.
<br>This tool retrieves the most similar code components from inside the organization's codebase, or from open-source code:
<kbd><a href="https://codium.ai/images/pr_agent/similar_code.mp4"><img src="https://codium.ai/images/pr_agent/similar_code_global2.png" width="512"></a></kbd>
(click on the image to see an instructional video)
### Feb 29, 2024
- You can now use the repo's [wiki page](https://pr-agent-docs.codium.ai/usage-guide/configuration_options/) to set configurations for PR-Agent 💎
<kbd><img src="https://codium.ai/images/pr_agent/wiki_configuration.png" width="512"></kbd>
## Overview
<div style="text-align:left;">
Supported commands per platform:
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|-------------------------------------------------------------------------------------------------------------------|:--------------------:|:--------------------:|:--------------------:|:--------------------:|
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|---------------------------------------------------------------------------------------------------------|:--------------------:|:--------------------:|:--------------------:|:--------------------:|
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | ⮑ [SOC2 Compliance](https://pr-agent-docs.codium.ai/tools/review/#soc2-ticket-compliance) 💎 | ✅ | ✅ | ✅ | ✅ |
| | Describe | ✅ | ✅ | ✅ | ✅ |
| | Describe | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Inline File Summary](https://pr-agent-docs.codium.ai/tools/describe#inline-file-summary) 💎 | ✅ | | | |
| | Improve | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Extended | ✅ | ✅ | ✅ | ✅ |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | Improve | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Extended | ✅ | ✅ | ✅ | ✅ |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Ask on code lines](https://pr-agent-docs.codium.ai/tools/ask#ask-lines) | ✅ | ✅ | | |
| | [Custom Suggestions](https://pr-agent-docs.codium.ai/tools/custom_suggestions/) 💎 | ✅ | ✅ | ✅ | ✅ |
| | [Custom Prompt](https://pr-agent-docs.codium.ai/tools/custom_prompt/) 💎 | ✅ | ✅ | ✅ | ✅ |
| | [Test](https://pr-agent-docs.codium.ai/tools/test/) 💎 | ✅ | ✅ | | ✅ |
| | Reflect and Review | ✅ | ✅ | ✅ | ✅ |
| | Update CHANGELOG.md | ✅ | ✅ | ✅ | ✅ |
| | Find Similar Issue | ✅ | | | |
| | Reflect and Review | ✅ | ✅ | ✅ | ✅ |
| | Update CHANGELOG.md | ✅ | ✅ | ✅ | ✅ |
| | Find Similar Issue | ✅ | | | |
| | [Add PR Documentation](https://pr-agent-docs.codium.ai/tools/documentation/) 💎 | ✅ | ✅ | | ✅ |
| | [Custom Labels](https://pr-agent-docs.codium.ai/tools/custom_labels/) 💎 | ✅ | ✅ | | ✅ |
| | [Analyze](https://pr-agent-docs.codium.ai/tools/analyze/) 💎 | ✅ | ✅ | | ✅ |
| | [CI Feedback](https://pr-agent-docs.codium.ai/tools/ci_feedback/) 💎 | ✅ | | | |
| | [Similar Code](https://pr-agent-docs.codium.ai/tools/similar_code/) 💎 | ✅ | | | |
| | | | | | |
| USAGE | CLI | ✅ | ✅ | ✅ | ✅ |
| | App / webhook | ✅ | ✅ | ✅ | ✅ |
| | Tagging bot | ✅ | | | |
| | Actions | ✅ | | ✅ | |
| | | | | | |
| CORE | PR compression | ✅ | ✅ | ✅ | ✅ |
| | Repo language prioritization | ✅ | ✅ | ✅ | ✅ |
| | Adaptive and token-aware file patch fitting | ✅ | ✅ | ✅ | ✅ |
| | Multiple models support | ✅ | ✅ | ✅ | ✅ |
| | | | | | |
| USAGE | CLI | ✅ | ✅ | ✅ | ✅ |
| | App / webhook | ✅ | ✅ | ✅ | ✅ |
| | Tagging bot | ✅ | | | |
| | Actions | ✅ | | ✅ | |
| | | | | | |
| CORE | PR compression | ✅ | ✅ | ✅ | ✅ |
| | Repo language prioritization | ✅ | ✅ | ✅ | ✅ |
| | Adaptive and token-aware file patch fitting | ✅ | ✅ | ✅ | ✅ |
| | Multiple models support | ✅ | ✅ | ✅ | ✅ |
| | [Static code analysis](https://pr-agent-docs.codium.ai/core-abilities/#static-code-analysis) 💎 | ✅ | ✅ | ✅ | ✅ |
| | [Global and wiki configurations](https://pr-agent-docs.codium.ai/usage-guide/configuration_options/) 💎 | ✅ | ✅ | ✅ | ✅ |
| | [PR interactive actions](https://www.codium.ai/images/pr_agent/pr-actions.mp4) 💎 | ✅ | | | |
| | [PR interactive actions](https://www.codium.ai/images/pr_agent/pr-actions.mp4) 💎 | ✅ | | | |
- 💎 means this feature is available only in [PR-Agent Pro](https://www.codium.ai/pricing/)
[//]: # (- Support for additional git providers is described in [here]&#40;./docs/Full_environments.md&#41;)
@ -146,7 +127,7 @@ ___
\
**Analyze 💎 ([`/analyze`](https://pr-agent-docs.codium.ai/tools/analyze/))**: Identify code components that changed in the PR, and enables to interactively generate tests, docs, and code suggestions for each component.
\
**Custom Suggestions 💎 ([`/custom_suggestions`](https://pr-agent-docs.codium.ai/tools/custom_suggestions/))**: Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user.
**Custom Prompt 💎 ([`/custom_prompt`](https://pr-agent-docs.codium.ai/tools/custom_prompt/))**: Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user.
\
**Generate Tests 💎 ([`/test component_name`](https://pr-agent-docs.codium.ai/tools/test/))**: Generates unit tests for a selected component, based on the PR code changes.
\
@ -321,11 +302,22 @@ Here are some advantages of PR-Agent:
## Data privacy
If you host PR-Agent with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
### Self-hosted PR-Agent
- If you host PR-Agent with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
https://openai.com/enterprise-privacy
When using PR-Agent Pro 💎, hosted by CodiumAI, we will not store any of your data, nor will we use it for training.
You will also benefit from an OpenAI account with zero data retention.
### CodiumAI-hosted PR-Agent Pro 💎
- When using PR-Agent Pro 💎, hosted by CodiumAI, we will not store any of your data, nor will we use it for training. You will also benefit from an OpenAI account with zero data retention.
- For certain clients, CodiumAI-hosted PR-Agent Pro will use CodiumAIs proprietary models — if this is the case, you will be notified.
- No passive collection of Code and Pull Requests data — PR-Agent will be active only when you invoke it, and it will then extract and analyze only data relevant to the executed command and queried pull request.
### PR-Agent Chrome extension
- The [PR-Agent Chrome extension](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl) serves solely to modify the visual appearance of a GitHub PR screen. It does not transmit any user's repo or pull request code. Code is only sent for processing when a user submits a GitHub comment that activates a PR-Agent tool, in accordance with the standard privacy policy of PR-Agent.
## Links

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@ -0,0 +1,28 @@
## PR-Agent chrome extension
- PR-Agent Chrome extension is a toolbar that integrates seamlessly with your GitHub environment, allowing you to access PR-Agent tools directly from the GitHub interface.
- With PR-Agent Chrome extension, it's [easier than ever](https://www.youtube.com/watch?v=gT5tli7X4H4) to interactively experiment with the different tools and configuration options.
- After you found the setup that works for you, you can also easily export it as a persistent configuration file, and use it for the automatic commands.
<kbd><img src="https://codium.ai/images/pr_agent/toolbar1.png" width="512"></kbd>
<kbd><img src="https://codium.ai/images/pr_agent/toolbar2.png" width="512"></kbd>
## Installation
Go to the marketplace and install the extension:
[PR-Agent Chrome Extension](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl)
## Pre-requisites
The PR-Agent Chrome extension will work on any repo where you have previously [installed PR-Agent](https://pr-agent-docs.codium.ai/installation/) (both for free and pro users).
## Data privacy and security
The PR-Agent Chrome extension only modifies the visual appearance of a GitHub PR screen. It does not transmit any user's repo or pull request code. Code is only sent for processing when a user submits a GitHub comment that activates a PR-Agent tool, in accordance with the standard [privacy policy of PR-Agent](https://pr-agent-docs.codium.ai/#pr-agent-chrome-extension).
## Roadmap
Stay tuned ...
<kbd><img src="https://codium.ai/images/pr_agent/chrome_extension_roadmap.png" width="512"></kbd>

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@ -12,35 +12,35 @@ CodiumAI PR-Agent is an open-source tool to help efficiently review and handle p
## PR-Agent Features
PR-Agent offers extensive pull request functionalities across various git providers.
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|---------------------------------------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | ⮑ [SOC2 Compliance](https://pr-agent-docs.codium.ai/tools/review/#soc2-ticket-compliance){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | Describe | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Inline file summary](https://pr-agent-docs.codium.ai/tools/describe/#inline-file-summary){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | Improve | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Extended | ✅ | ✅ | ✅ | ✅ |
| | [Custom Suggestions](./tools/custom_suggestions.md){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | Reflect and Review | ✅ | ✅ | ✅ | ✅ |
| | Update CHANGELOG.md | ✅ | ✅ | ✅ | |
| | Find Similar Issue | ✅ | | | |
| | [Add PR Documentation](./tools/documentation.md){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|-----------------------------------------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|
| TOOLS | Review | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Incremental | ✅ | | | |
| | ⮑ [SOC2 Compliance](https://pr-agent-docs.codium.ai/tools/review/#soc2-ticket-compliance){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | Ask | ✅ | ✅ | ✅ | ✅ |
| | Describe | ✅ | ✅ | ✅ | ✅ |
| | ⮑ [Inline file summary](https://pr-agent-docs.codium.ai/tools/describe/#inline-file-summary){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | Improve | ✅ | ✅ | ✅ | ✅ |
| | ⮑ Extended | ✅ | ✅ | ✅ | ✅ |
| | [Custom Prompt](./tools/custom_prompt.md){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | Reflect and Review | ✅ | ✅ | ✅ | ✅ |
| | Update CHANGELOG.md | ✅ | ✅ | ✅ | |
| | Find Similar Issue | ✅ | | | |
| | [Add PR Documentation](./tools/documentation.md){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | [Generate Custom Labels](./tools/describe.md#handle-custom-labels-from-the-repos-labels-page-💎){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | [Analyze PR Components](./tools/analyze.md){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | | | | | |
| USAGE | CLI | ✅ | ✅ | ✅ | ✅ |
| | App / webhook | ✅ | ✅ | ✅ | ✅ |
| | Actions | ✅ | | | |
| | | | | |
| CORE | PR compression | ✅ | ✅ | ✅ | ✅ |
| | Repo language prioritization | ✅ | ✅ | ✅ | ✅ |
| | Adaptive and token-aware file patch fitting | ✅ | ✅ | ✅ | ✅ |
| | Multiple models support | ✅ | ✅ | ✅ | ✅ |
| | Incremental PR review | ✅ | | | |
| | [Static code analysis](./tools/analyze.md/){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | [Multiple configuration options](./usage-guide/configuration_options.md){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | [Analyze PR Components](./tools/analyze.md){:target="_blank"} 💎 | ✅ | ✅ | | ✅ |
| | | | | | |
| USAGE | CLI | ✅ | ✅ | ✅ | ✅ |
| | App / webhook | ✅ | ✅ | ✅ | ✅ |
| | Actions | ✅ | | | |
| | | | | |
| CORE | PR compression | ✅ | ✅ | ✅ | ✅ |
| | Repo language prioritization | ✅ | ✅ | ✅ | ✅ |
| | Adaptive and token-aware file patch fitting | ✅ | ✅ | ✅ | ✅ |
| | Multiple models support | ✅ | ✅ | ✅ | ✅ |
| | Incremental PR review | ✅ | | | |
| | [Static code analysis](./tools/analyze.md/){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
| | [Multiple configuration options](./usage-guide/configuration_options.md){:target="_blank"} 💎 | ✅ | ✅ | ✅ | ✅ |
💎 marks a feature available only in [PR-Agent Pro](https://www.codium.ai/pricing/){:target="_blank"}
@ -91,7 +91,7 @@ Check out the [PR Compression strategy](core-abilities/index.md) page for more d
3. **Improved support** - PR-Agent Pro users will receive priority support, and will be able to request new features and capabilities.
4. **Extra features** -In addition to the benefits listed above, PR-Agent Pro will emphasize more customization, and the usage of static code analysis, in addition to LLM logic, to improve results. It has the following additional tools and features:
- (Tool): [**Analyze PR components**](./tools/analyze.md/)
- (Tool): [**Custom Code Suggestions**](./tools/custom_suggestions.md/)
- (Tool): [**Custom Prompt Suggestions**](./tools/custom_prompt.md/)
- (Tool): [**Tests**](./tools/test.md/)
- (Tool): [**PR documentation**](./tools/documentation.md/)
- (Tool): [**Improve Component**](https://pr-agent-docs.codium.ai/tools/improve_component/)
@ -106,8 +106,19 @@ Check out the [PR Compression strategy](core-abilities/index.md) page for more d
## Data Privacy
If you host PR-Agent with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
### Self-hosted PR-Agent
- If you host PR-Agent with your OpenAI API key, it is between you and OpenAI. You can read their API data privacy policy here:
https://openai.com/enterprise-privacy
When using PR-Agent Pro 💎, hosted by CodiumAI, we will not store any of your data, nor will we use it for training.
You will also benefit from an OpenAI account with zero data retention.
### CodiumAI-hosted PR-Agent Pro 💎
- When using PR-Agent Pro 💎, hosted by CodiumAI, we will not store any of your data, nor will we use it for training. You will also benefit from an OpenAI account with zero data retention.
- For certain clients, CodiumAI-hosted PR-Agent Pro will use CodiumAIs proprietary models — if this is the case, you will be notified.
- No passive collection of Code and Pull Requests data — PR-Agent will be active only when you invoke it, and it will then extract and analyze only data relevant to the executed command and queried pull request.
### PR-Agent Chrome extension
- The [PR-Agent Chrome extension](https://chromewebstore.google.com/detail/pr-agent-chrome-extension/ephlnjeghhogofkifjloamocljapahnl) serves solely to modify the visual appearance of a GitHub PR screen. It does not transmit any user's repo or pull request code. Code is only sent for processing when a user submits a GitHub comment that activates a PR-Agent tool, in accordance with the standard privacy policy of PR-Agent.

View File

@ -1,14 +1,14 @@
## Overview
The `custom_suggestions` tool scans the PR code changes, and automatically generates suggestions for improving the PR code.
It shares similarities with the `improve` tool, but with one main difference: the `custom_suggestions` tool will **only propose suggestions that follow specific guidelines defined by the prompt** in: `pr_custom_suggestions.prompt` configuration.
The `custom_prompt` tool scans the PR code changes, and automatically generates suggestions for improving the PR code.
It shares similarities with the `improve` tool, but with one main difference: the `custom_prompt` tool will **only propose suggestions that follow specific guidelines defined by the prompt** in: `pr_custom_prompt.prompt` configuration.
The tool can be triggered [automatically](../usage-guide/automations_and_usage.md#github-app-automatic-tools-when-a-new-pr-is-opened) every time a new PR is opened, or can be invoked manually by commenting on a PR.
When commenting, use the following template:
```
/custom_suggestions --pr_custom_suggestions.prompt="
The suggestions should focus only on the following:
/custom_prompt --pr_custom_prompt.prompt="
The code suggestions should focus only on the following:
- ...
- ...
@ -18,7 +18,7 @@ The suggestions should focus only on the following:
With a [configuration file](../usage-guide/automations_and_usage.md#github-app), use the following template:
```
[pr_custom_suggestions]
[pr_custom_prompt]
prompt="""\
The suggestions should focus only on the following:
-...
@ -34,9 +34,9 @@ You might benefit from several trial-and-error iterations, until you get the cor
Here is an example of a possible prompt, defined in the configuration file:
```
[pr_custom_suggestions]
[pr_custom_prompt]
prompt="""\
The suggestions should focus only on the following:
The code suggestions should focus only on the following:
- look for edge cases when implementing a new function
- make sure every variable has a meaningful name
- make sure the code is efficient
@ -47,15 +47,12 @@ The suggestions should focus only on the following:
Results obtained with the prompt above:
[//]: # (![Custom suggestions prompt]&#40;https://codium.ai/images/pr_agent/custom_suggestions_prompt.png&#41;{width=512})
[//]: # (&rarr;)
![Custom suggestions results](https://codium.ai/images/pr_agent/custom_suggestions_result.png){width=768}
![Custom prompt results](https://codium.ai/images/pr_agent/custom_suggestions_result.png){width=768}
## Configuration options
`prompt`: the prompt for the tool. It should be a multi-line string.
`num_code_suggestions`: number of code suggestions provided by the 'custom_suggestions' tool. Default is 4.
`num_code_suggestions`: number of code suggestions provided by the 'custom_prompt' tool. Default is 4.
`enable_help_text`: if set to true, the tool will display a help text in the comment. Default is true.

View File

@ -44,33 +44,57 @@ publish_labels = ...
## Configuration options
### General configurations
!!! example "Possible configurations"
- `publish_labels`: if set to true, the tool will publish the labels to the PR. Default is true.
<table>
<tr>
<td><b>publish_labels</b></td>
<td>If set to true, the tool will publish the labels to the PR. Default is true.</td>
</tr>
<tr>
<td><b>publish_description_as_comment</b></td>
<td>If set to true, the tool will publish the description as a comment to the PR. If false, it will overwrite the original description. Default is false.</td>
</tr>
<tr>
<td><b>publish_description_as_comment_persistent</b></td>
<td>If set to true and `publish_description_as_comment` is true, the tool will publish the description as a persistent comment to the PR. Default is true.</td>
</tr>
<tr>
<td><b>add_original_user_description</b></td>
<td>If set to true, the tool will add the original user description to the generated description. Default is true.</td>
</tr>
<tr>
<td><b>generate_ai_title</b></td>
<td>If set to true, the tool will also generate an AI title for the PR. Default is false.</td>
</tr>
<tr>
<td><b>extra_instructions</b></td>
<td>Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ..."</td>
</tr>
<tr>
<td><b>enable_pr_type</b></td>
<td>If set to false, it will not show the `PR type` as a text value in the description content. Default is true.</td>
</tr>
<tr>
<td><b>final_update_message</b></td>
<td>If set to true, it will add a comment message [`PR Description updated to latest commit...`](https://github.com/Codium-ai/pr-agent/pull/499#issuecomment-1837412176) after finishing calling `/describe`. Default is true.</td>
</tr>
<tr>
<td><b>enable_semantic_files_types</b></td>
<td>If set to true, "Changes walkthrough" section will be generated. Default is true.</td>
</tr>
<tr>
<td><b>collapsible_file_list</b></td>
<td>If set to true, the file list in the "Changes walkthrough" section will be collapsible. If set to "adaptive", the file list will be collapsible only if there are more than 8 files. Default is "adaptive".</td>
</tr>
<tr>
<td><b>enable_help_text</b></td>
<td>If set to true, the tool will display a help text in the comment. Default is false.</td>
</tr>
</table>
- `publish_description_as_comment`: if set to true, the tool will publish the description as a comment to the PR. If false, it will overwrite the original description. Default is false.
- `publish_description_as_comment_persistent`: if set to true and `publish_description_as_comment` is true, the tool will publish the description as a persistent comment to the PR. Default is true.
- `add_original_user_description`: if set to true, the tool will add the original user description to the generated description. Default is true.
- `generate_ai_title`: if set to true, the tool will also generate an AI title for the PR. Default is false.
- `extra_instructions`: Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".
- To enable `custom labels`, apply the configuration changes described [here](./custom_labels.md#configuration-options)
- `enable_pr_type`: if set to false, it will not show the `PR type` as a text value in the description content. Default is true.
- `final_update_message`: if set to true, it will add a comment message [`PR Description updated to latest commit...`](https://github.com/Codium-ai/pr-agent/pull/499#issuecomment-1837412176) after finishing calling `/describe`. Default is true.
- `enable_semantic_files_types`: if set to true, "Changes walkthrough" section will be generated. Default is true.
- `collapsible_file_list`: if set to true, the file list in the "Changes walkthrough" section will be collapsible. If set to "adaptive", the file list will be collapsible only if there are more than 8 files. Default is "adaptive".
- `enable_help_text`: if set to true, the tool will display a help text in the comment. Default is false.
### Inline file summary 💎
## Inline file summary 💎
This feature enables you to copy the `changes walkthrough` table to the "Files changed" tab, so you can quickly understand the changes in each file while reviewing the code changes (diff view).
@ -93,7 +117,7 @@ If you prefer to have the file summaries appear in the "Files changed" tab on ev
**Note**: that this feature is currently available only for GitHub.
### Markers template
## Markers template
To enable markers, set `pr_description.use_description_markers=true`.
Markers enable to easily integrate user's content and auto-generated content, with a template-like mechanism.

View File

@ -40,52 +40,90 @@ pr_commands = [
]
[pr_code_suggestions]
num_code_suggestions = ...
num_code_suggestions_per_chunk = ...
...
```
- The `pr_commands` lists commands that will be executed automatically when a PR is opened.
- The `[pr_code_suggestions]` section contains the configurations for the `improve` tool you want to edit (if any)
### Extended mode
An extended mode, which does not involve PR Compression and provides more comprehensive suggestions, can be invoked by commenting on any PR by setting:
```
[pr_code_suggestions]
auto_extended_mode=true
```
(This mode is true by default).
Note that the extended mode divides the PR code changes into chunks, up to the token limits, where each chunk is handled separately (might use multiple calls to GPT-4 for large PRs).
Hence, the total number of suggestions is proportional to the number of chunks, i.e., the size of the PR.
## Configuration options
!!! example "General options"
- `num_code_suggestions`: number of code suggestions provided by the 'improve' tool. Default is 4 for CLI, 0 for auto tools.
- `extra_instructions`: Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".
- `rank_suggestions`: if set to true, the tool will rank the suggestions, based on importance. Default is false.
- `commitable_code_suggestions`: if set to true, the tool will display the suggestions as commitable code comments. Default is false.
- `persistent_comment`: if set to true, the improve comment will be persistent, meaning that every new improve request will edit the previous one. Default is false.
- `enable_help_text`: if set to true, the tool will display a help text in the comment. Default is true.
!!! example "params for '/improve --extended' mode"
- `auto_extended_mode`: enable extended mode automatically (no need for the `--extended` option). Default is true.
- `num_code_suggestions_per_chunk`: number of code suggestions provided by the 'improve' tool, per chunk. Default is 5.
- `rank_extended_suggestions`: if set to true, the tool will rank the suggestions, based on importance. Default is true.
- `max_number_of_calls`: maximum number of chunks. Default is 5.
- `final_clip_factor`: factor to remove suggestions with low confidence. Default is 0.9.;
## Extended mode
An extended mode, which does not involve PR Compression and provides more comprehensive suggestions, can be invoked by commenting on any PR:
```
/improve --extended
```
or by setting:
```
[pr_code_suggestions]
auto_extended_mode=true
```
(True by default).
Note that the extended mode divides the PR code changes into chunks, up to the token limits, where each chunk is handled separately (might use multiple calls to GPT-4 for large PRs).
Hence, the total number of suggestions is proportional to the number of chunks, i.e., the size of the PR.
<table>
<tr>
<td><b>num_code_suggestions</b></td>
<td>Number of code suggestions provided by the 'improve' tool. Default is 4 for CLI, 0 for auto tools.</td>
</tr>
<tr>
<td><b>extra_instructions</b></td>
<td>Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".</td>
</tr>
<tr>
<td><b>rank_suggestions</b></td>
<td>If set to true, the tool will rank the suggestions, based on importance. Default is false.</td>
</tr>
<tr>
<td><b>commitable_code_suggestions</b></td>
<td>If set to true, the tool will display the suggestions as commitable code comments. Default is false.</td>
</tr>
<tr>
<td><b>persistent_comment</b></td>
<td>If set to true, the improve comment will be persistent, meaning that every new improve request will edit the previous one. Default is false.</td>
</tr>
<tr>
<td><b>self_reflect_on_suggestions</b></td>
<td>If set to true, the improve tool will calculate an importance score for each suggestion [1-10], and sort the suggestion labels group based on this score. Default is true.</td>
</tr>
<tr>
<td><b>suggestions_score_threshold</b></td>
<td> Any suggestion with importance score less than this threshold will be removed. Default is 0. Highly recommend not to set this value above 7-8, since above it may clip relevant suggestions that can be useful. </td>
</tr>
<tr>
<td><b>enable_help_text</b></td>
<td>If set to true, the tool will display a help text in the comment. Default is true.</td>
</tr>
</table>
!!! example "params for 'extended' mode"
<table>
<tr>
<td><b>auto_extended_mode</b></td>
<td>Enable extended mode automatically (no need for the --extended option). Default is true.</td>
</tr>
<tr>
<td><b>num_code_suggestions_per_chunk</b></td>
<td>Number of code suggestions provided by the 'improve' tool, per chunk. Default is 5.</td>
</tr>
<tr>
<td><b>rank_extended_suggestions</b></td>
<td>If set to true, the tool will rank the suggestions, based on importance. Default is true.</td>
</tr>
<tr>
<td><b>max_number_of_calls</b></td>
<td>Maximum number of chunks. Default is 5.</td>
</tr>
<tr>
<td><b>final_clip_factor</b></td>
<td>Factor to remove suggestions with low confidence. Default is 0.9.</td>
</tr>
</table>
## Usage Tips
@ -110,7 +148,7 @@ Hence, the total number of suggestions is proportional to the number of chunks,
!!! tip "Review vs. Improve tools comparison"
- The [`review`](https://pr-agent-docs.codium.ai/tools/review/) tool includes a section called 'Possible issues', that also provide feedback on the PR Code.
- The [review](https://pr-agent-docs.codium.ai/tools/review/) tool includes a section called 'Possible issues', that also provide feedback on the PR Code.
In this section, the model is instructed to focus **only** on [major bugs and issues](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/pr_reviewer_prompts.toml#L71).
- The `improve` tool, on the other hand, has a broader mandate, and in addition to bugs and issues, it can also give suggestions for improving code quality and making the code more efficient, readable, and maintainable (see [here](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/pr_code_suggestions_prompts.toml#L34)).
- Hence, if you are interested only in feedback about clear bugs, the `review` tool might suffice. If you want a more detailed feedback, including broader suggestions for improving the PR code, also enable the `improve` tool to run on each PR.
@ -126,4 +164,4 @@ Hence, the total number of suggestions is proportional to the number of chunks,
In addition, we recommend to use the `exra_instructions` field to guide the model to suggestions that are more relevant to the specific needs of the project.
<br>
Consider also trying the [Custom Suggestions Tool](./custom_suggestions.md) 💎, that will **only** propose suggestions that follow specific guidelines defined by user.
Consider also trying the [Custom Prompt Tool](./custom_prompt.md) 💎, that will **only** propose code suggestions that follow specific guidelines defined by user.

View File

@ -10,11 +10,11 @@ Here is a list of PR-Agent tools, each with a dedicated page that explains how t
| **[Question Answering (`/ask ...`](./ask.md))** | Answering free-text questions about the PR, or on specific code lines |
| **[Update Changelog (`/update_changelog`](./update_changelog.md))** | Automatically updating the CHANGELOG.md file with the PR changes |
| **[Find Similar Issue (`/similar_issue`](./similar_issues.md))** | Automatically retrieves and presents similar issues |
| **[Help (`/help`](./help.md))** | Provides a list of all the available tools. Also enables to trigger them interactively (💎) |
| **[Help (`/help`](./help.md))** | Provides a list of all the available tools. Also enables to trigger them interactively (💎) |
| **💎 [Add Documentation (`/add_docs`](./documentation.md))** | Generates documentation to methods/functions/classes that changed in the PR |
| **💎 [Generate Custom Labels (`/generate_labels`](./custom_labels.md))** | Generates custom labels for the PR, based on specific guidelines defined by the user |
| **💎 [Analyze (`/analyze`](./analyze.md))** | Identify code components that changed in the PR, and enables to interactively generate tests, docs, and code suggestions for each component |
| **💎 [Custom Suggestions (`/custom_suggestions`](./custom_suggestions.md))** | Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user |
| **💎 [Custom Prompt (`/custom_prompt`](./custom_prompt.md))** | Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user |
| **💎 [Generate Tests (`/test component_name`](./test.md))** | Automatically generates unit tests for a selected component, based on the PR code changes |
| **💎 [Improve Component (`/improve_component component_name`](./improve_component.md))** | Generates code suggestions for a specific code component that changed in the PR |
| **💎 [CI Feedback (`/checks ci_job`](./ci_feedback.md))** | Automatically generates feedback and analysis for a failed CI job |

View File

@ -40,45 +40,6 @@ num_code_suggestions = ...
- The `pr_commands` lists commands that will be executed automatically when a PR is opened.
- The `[pr_reviewer]` section contains the configurations for the `review` tool you want to edit (if any).
## Configuration options
### General configurations
!!! example "General options"
- <a name="num_code_suggestions"></a>`num_code_suggestions`: number of code suggestions provided by the 'review' tool. For manual comments, default is 4. For [PR-Agent app](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L142) auto tools, default is 0, meaning no code suggestions will be provided by the review tool, unless you manually edit `pr_commands`.
- <a name="inline_code_comments"></a>`inline_code_comments`: if set to true, the tool will publish the code suggestions as comments on the code diff. Default is false.
- <a name="persistent_comment"></a>`persistent_comment`: if set to true, the review comment will be persistent, meaning that every new review request will edit the previous one. Default is true.
- <a name="extra_instructions"></a>`extra_instructions`: Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".
- <a name="enable_help_text"></a>`enable_help_text`: if set to true, the tool will display a help text in the comment. Default is true.
!!! example "Enable\\disable sub-sections"
You can enable or disable specific sub-sections of the review tool:
- <a name="require_score_review"></a>`require_score_review`: if set to true, the tool will add a section that scores the PR. Default is false.
- <a name="require_tests_review"></a>`require_tests_review`: if set to true, the tool will add a section that checks if the PR contains tests. Default is true.
- <a name="require_estimate_effort_to_review"></a>`require_estimate_effort_to_review`: if set to true, the tool will add a section that estimates the effort needed to review the PR. Default is true.
- <a name="require_can_be_split_review"></a>`require_can_be_split_review`: if set to true, the tool will add a section that checks if the PR contains several themes, and can be split into smaller PRs. Default is false.
!!! example "SOC2 ticket compliance 💎"
This sub-tool checks if the PR description properly contains a ticket to a project management system (e.g., Jira, Asana, Trello, etc.), as required by SOC2 compliance. If not, it will add a label to the PR: "Missing SOC2 ticket".
- <a name="require_soc2_ticket"></a>`require_soc2_ticket`: If set to true, the SOC2 ticket checker sub-tool will be enabled. Default is false.
- <a name="soc2_ticket_prompt"></a>`soc2_ticket_prompt`: The prompt for the SOC2 ticket review. Default is: `Does the PR description include a link to ticket in a project management system (e.g., Jira, Asana, Trello, etc.) ?`. Edit this field if your compliance requirements are different.
!!! example "Adding PR labels"
You can enable the tool to add specific labels to the PR:
- <a name="enable_review_labels_security"></a>`enable_review_labels_security`: if set to true, the tool will publish a 'possible security issue' label if it detects a security issue. Default is true.
- <a name="enable_review_labels_effort"></a>`enable_review_labels_effort`: if set to true, the tool will publish a 'Review effort [1-5]: x' label. Default is true.
!!! example "Auto-approval"
The review tool can approve a PR when a specific comment, `/review auto_approve` is invoked.
- <a name="enable_auto_approval"></a>`enable_auto_approval`: if set to true, the tool will approve the PR when invoked with the 'auto_approve' command. Default is false. This flag can be changed only from configuration file.
- <a name="maximal_review_effort"></a>`maximal_review_effort`: maximal effort level for auto-approval. If the PR's estimated review effort is above this threshold, the auto-approval will not run. Default is 5.
### Incremental Mode
Incremental review only considers changes since the last PR-Agent review. This can be useful when working on the PR in an iterative manner, and you want to focus on the changes since the last review instead of reviewing the entire PR again.
For invoking the incremental mode, the following command can be used:
@ -104,6 +65,100 @@ The tool will first ask the author questions about the PR, and will guide the re
![reflection insights](https://codium.ai/images/pr_agent/reflection_insights.png){width=512}
## Configuration options
!!! example "General options"
<table>
<tr>
<td><b>num_code_suggestions</b></td>
<td>Number of code suggestions provided by the 'review' tool. For manual comments, default is 4. For PR-Agent app auto tools, default is 0, meaning no code suggestions will be provided by the review tool, unless you manually edit pr_commands.</td>
</tr>
<tr>
<td><b>inline_code_comments</b></td>
<td>If set to true, the tool will publish the code suggestions as comments on the code diff. Default is false.</td>
</tr>
<tr>
<td><b>persistent_comment</b></td>
<td>If set to true, the review comment will be persistent, meaning that every new review request will edit the previous one. Default is true.</td>
</tr>
<tr>
<td><b>extra_instructions</b></td>
<td>Optional extra instructions to the tool. For example: "focus on the changes in the file X. Ignore change in ...".</td>
</tr>
<tr>
<td><b>enable_help_text</b></td>
<td>If set to true, the tool will display a help text in the comment. Default is true.</td>
</tr>
</table>
!!! example "Enable\\disable specific sub-sections"
<table>
<tr>
<td><b>require_score_review</b></td>
<td>If set to true, the tool will add a section that scores the PR. Default is false.</td>
</tr>
<tr>
<td><b>require_tests_review</b></td>
<td>If set to true, the tool will add a section that checks if the PR contains tests. Default is true.</td>
</tr>
<tr>
<td><b>require_estimate_effort_to_review</b></td>
<td>If set to true, the tool will add a section that estimates the effort needed to review the PR. Default is true.</td>
</tr>
<tr>
<td><b>require_can_be_split_review</b></td>
<td>If set to true, the tool will add a section that checks if the PR contains several themes, and can be split into smaller PRs. Default is false.</td>
</tr>
</table>
!!! example "SOC2 ticket compliance 💎"
This sub-tool checks if the PR description properly contains a ticket to a project management system (e.g., Jira, Asana, Trello, etc.), as required by SOC2 compliance. If not, it will add a label to the PR: "Missing SOC2 ticket".
<table>
<tr>
<td><b>require_soc2_ticket</b></td>
<td>If set to true, the SOC2 ticket checker sub-tool will be enabled. Default is false.</td>
</tr>
<tr>
<td><b>soc2_ticket_prompt</b></td>
<td>The prompt for the SOC2 ticket review. Default is: `Does the PR description include a link to ticket in a project management system (e.g., Jira, Asana, Trello, etc.) ?`. Edit this field if your compliance requirements are different.</td>
</tr>
</table>
!!! example "Adding PR labels"
You can enable\disable the `review` tool to add specific labels to the PR:
<table>
<tr>
<td><b>enable_review_labels_security</b></td>
<td>If set to true, the tool will publish a 'possible security issue' label if it detects a security issue. Default is true.</td>
</tr>
<tr>
<td><b>enable_review_labels_effort</b></td>
<td>If set to true, the tool will publish a 'Review effort [1-5]: x' label. Default is true.</td>
</tr>
</table>
!!! example "Auto-approval"
If enabled, the `review` tool can approve a PR when a specific comment, `/review auto_approve`, is invoked.
<table>
<tr>
<td><b>enable_auto_approval</b></td>
<td>If set to true, the tool will approve the PR when invoked with the 'auto_approve' command. Default is false. This flag can be changed only from configuration file.</td>
</tr>
<tr>
<td><b>maximal_review_effort</b></td>
<td>Maximal effort level for auto-approval. If the PR's estimated review effort is above this threshold, the auto-approval will not run. Default is 5.</td>
</tr>
</table>
## Usage Tips
!!! tip "General guidelines"

View File

@ -11,6 +11,11 @@ There are three ways to set persistent configurations:
In terms of precedence, wiki configurations will override local configurations, and local configurations will override global configurations.
!!! tip "Tip1: edit only what you need"
Your configuration file should be minimal, and edit only the relevant values. Don't copy the entire configuration options, since it can lead to legacy problems when something changes.
!!! tip "Tip2: show relevant configurations"
If you set `config.output_relevant_configurations=true`, each tool will also output in a collapsible section its relevant configurations. This can be useful for debugging, or getting to know the configurations better.
## Wiki configuration file 💎
Specifically for GitHub, with PR-Agent-Pro you can set configurations by creating a page called `.pr_agent.toml` in the [wiki](https://github.com/Codium-ai/pr-agent/wiki/pr_agent.toml) of the repo.
@ -53,4 +58,4 @@ Parameters from a local `.pr_agent.toml` file, in a specific repo, will override
For example, in the GitHub organization `Codium-ai`:
- The repo [`https://github.com/Codium-ai/pr-agent-settings`](https://github.com/Codium-ai/pr-agent-settings/blob/main/.pr_agent.toml) contains a `.pr_agent.toml` file that serves as a global configuration file for all the repos in the GitHub organization `Codium-ai`.
- The repo [`https://github.com/Codium-ai/pr-agent`](https://github.com/Codium-ai/pr-agent/blob/main/.pr_agent.toml) inherits the global configuration file from `pr-agent-settings`.
- The repo [`https://github.com/Codium-ai/pr-agent`](https://github.com/Codium-ai/pr-agent/blob/main/.pr_agent.toml) inherits the global configuration file from `pr-agent-settings`.

View File

@ -33,10 +33,11 @@ nav:
- 💎 Improve Component: 'tools/improve_component.md'
- 💎 Documentation: 'tools/documentation.md'
- 💎 Custom Labels: 'tools/custom_labels.md'
- 💎 Custom Suggestions: 'tools/custom_suggestions.md'
- 💎 Custom Prompt: 'tools/custom_prompt.md'
- 💎 CI Feedback: 'tools/ci_feedback.md'
- 💎 Similar Code: 'tools/similar_code.md'
- Core Abilities: 'core-abilities/index.md'
- Chrome Extension: 'chrome-extension/index.md'
theme:
logo: assets/logo.svg

View File

@ -11,6 +11,8 @@ MAX_TOKENS = {
'gpt-4-32k': 32000,
'gpt-4-1106-preview': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4-0125-preview': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4o': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4o-2024-05-13': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4-turbo-preview': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4-turbo-2024-04-09': 128000, # 128K, but may be limited by config.max_model_tokens
'gpt-4-turbo': 128000, # 128K, but may be limited by config.max_model_tokens

View File

@ -356,7 +356,7 @@ def convert_str_to_datetime(date_str):
return datetime.strptime(date_str, datetime_format)
def load_large_diff(filename, new_file_content_str: str, original_file_content_str: str) -> str:
def load_large_diff(filename, new_file_content_str: str, original_file_content_str: str, show_warning: bool = True) -> str:
"""
Generate a patch for a modified file by comparing the original content of the file with the new content provided as
input.
@ -375,7 +375,7 @@ def load_large_diff(filename, new_file_content_str: str, original_file_content_s
try:
diff = difflib.unified_diff(original_file_content_str.splitlines(keepends=True),
new_file_content_str.splitlines(keepends=True))
if get_settings().config.verbosity_level >= 2:
if get_settings().config.verbosity_level >= 2 and show_warning:
get_logger().warning(f"File was modified, but no patch was found. Manually creating patch: {filename}.")
patch = ''.join(diff)
except Exception:
@ -673,4 +673,27 @@ def github_action_output(output_data: dict, key_name: str):
print(f"{key_name}={json.dumps(key_data, indent=None, ensure_ascii=False)}", file=fh)
except Exception as e:
get_logger().error(f"Failed to write to GitHub Action output: {e}")
return
return
def show_relevant_configurations(relevant_section: str) -> str:
forbidden_keys = ['ai_disclaimer', 'ai_disclaimer_title', 'ANALYTICS_FOLDER', 'secret_provider',
'trial_prefix_message', 'no_eligible_message', 'identity_provider', 'ALLOWED_REPOS','APP_NAME']
markdown_text = ""
markdown_text += "\n<hr>\n<details> <summary><strong>🛠️ Relevant configurations:</strong></summary> \n\n"
markdown_text +="<br>These are the relevant [configurations](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml) for this tool:\n\n"
markdown_text += f"**[config**]\n```yaml\n\n"
for key, value in get_settings().config.items():
if key in forbidden_keys:
continue
markdown_text += f"{key}: {value}\n"
markdown_text += "\n```\n"
markdown_text += f"\n**[{relevant_section}]**\n```yaml\n\n"
for key, value in get_settings().get(relevant_section, {}).items():
if key in forbidden_keys:
continue
markdown_text += f"{key}: {value}\n"
markdown_text += "\n```"
markdown_text += "\n</details>\n"
return markdown_text

View File

@ -21,6 +21,7 @@ global_settings = Dynaconf(
"settings/pr_line_questions_prompts.toml",
"settings/pr_description_prompts.toml",
"settings/pr_code_suggestions_prompts.toml",
"settings/pr_code_suggestions_reflect_prompts.toml",
"settings/pr_sort_code_suggestions_prompts.toml",
"settings/pr_information_from_user_prompts.toml",
"settings/pr_update_changelog_prompts.toml",

View File

@ -26,6 +26,7 @@ try:
CommentThread,
GitVersionDescriptor,
GitPullRequest,
GitPullRequestIterationChanges,
)
except ImportError:
AZURE_DEVOPS_AVAILABLE = False
@ -230,29 +231,58 @@ class AzureDevopsProvider(GitProvider):
base_sha = self.pr.last_merge_target_commit
head_sha = self.pr.last_merge_source_commit
commits = self.azure_devops_client.get_pull_request_commits(
project=self.workspace_slug,
# Get PR iterations
iterations = self.azure_devops_client.get_pull_request_iterations(
repository_id=self.repo_slug,
pull_request_id=self.pr_num,
project=self.workspace_slug
)
changes = None
if iterations:
iteration_id = iterations[-1].id # Get the last iteration (most recent changes)
# Get changes for the iteration
changes = self.azure_devops_client.get_pull_request_iteration_changes(
repository_id=self.repo_slug,
pull_request_id=self.pr_num,
iteration_id=iteration_id,
project=self.workspace_slug
)
diff_files = []
diffs = []
diff_types = {}
if changes:
for change in changes.change_entries:
item = change.additional_properties.get('item', {})
path = item.get('path', None)
if path:
diffs.append(path)
diff_types[path] = change.additional_properties.get('changeType', 'Unknown')
for c in commits:
changes_obj = self.azure_devops_client.get_changes(
project=self.workspace_slug,
repository_id=self.repo_slug,
commit_id=c.commit_id,
)
for i in changes_obj.changes:
if i["item"]["gitObjectType"] == "tree":
continue
diffs.append(i["item"]["path"])
diff_types[i["item"]["path"]] = i["changeType"]
# wrong implementation - gets all the files that were changed in any commit in the PR
# commits = self.azure_devops_client.get_pull_request_commits(
# project=self.workspace_slug,
# repository_id=self.repo_slug,
# pull_request_id=self.pr_num,
# )
#
# diff_files = []
# diffs = []
# diff_types = {}
diffs = list(set(diffs))
# for c in commits:
# changes_obj = self.azure_devops_client.get_changes(
# project=self.workspace_slug,
# repository_id=self.repo_slug,
# commit_id=c.commit_id,
# )
# for i in changes_obj.changes:
# if i["item"]["gitObjectType"] == "tree":
# continue
# diffs.append(i["item"]["path"])
# diff_types[i["item"]["path"]] = i["changeType"]
#
# diffs = list(set(diffs))
for file in diffs:
if not is_valid_file(file):
@ -273,12 +303,13 @@ class AzureDevopsProvider(GitProvider):
new_file_content_str = new_file_content_str.content
except Exception as error:
get_logger().error(
"Failed to retrieve new file content of %s at version %s. Error: %s",
file,
version,
str(error),
)
get_logger().error(f"Failed to retrieve new file content of {file} at version {version}. Error: {str(error)}")
# get_logger().error(
# "Failed to retrieve new file content of %s at version %s. Error: %s",
# file,
# version,
# str(error),
# )
new_file_content_str = ""
edit_type = EDIT_TYPE.MODIFIED
@ -303,17 +334,12 @@ class AzureDevopsProvider(GitProvider):
)
original_file_content_str = original_file_content_str.content
except Exception as error:
get_logger().error(
"Failed to retrieve original file content of %s at version %s. Error: %s",
file,
version,
str(error),
)
get_logger().error(f"Failed to retrieve original file content of {file} at version {version}. Error: {str(error)}")
original_file_content_str = ""
patch = load_large_diff(
file, new_file_content_str, original_file_content_str
)
file, new_file_content_str, original_file_content_str, show_warning=False
).rstrip()
diff_files.append(
FilePatchInfo(

View File

@ -1,6 +1,6 @@
[config]
model="gpt-4-turbo-2024-04-09"
model_turbo="gpt-4-turbo-2024-04-09"
model_turbo="gpt-4o"
fallback_models=["gpt-4-0125-preview"]
git_provider="github"
publish_output=true
@ -19,6 +19,7 @@ secret_provider="google_cloud_storage"
cli_mode=false
ai_disclaimer_title="" # Pro feature, title for a collapsible disclaimer to AI outputs
ai_disclaimer="" # Pro feature, full text for the AI disclaimer
output_relevant_configurations=false
[pr_reviewer] # /review #
# enable/disable features
@ -85,9 +86,12 @@ extra_instructions = ""
rank_suggestions = false
enable_help_text=false
persistent_comment=false
# suggestions scoring
self_reflect_on_suggestions=true
suggestions_score_threshold=0 # [0-10]. highly recommend not to set this value above 8, since above it may clip highly relevant suggestions
# params for '/improve --extended' mode
auto_extended_mode=true
num_code_suggestions_per_chunk=5
num_code_suggestions_per_chunk=4
max_number_of_calls = 3
parallel_calls = true
rank_extended_suggestions = false

View File

@ -1,8 +1,9 @@
[pr_code_suggestions_prompt]
system="""You are PR-Reviewer, a language model that specializes in suggesting code improvements for a Pull Request (PR).
Your task is to provide meaningful and actionable code suggestions, to improve the new code presented in a PR diff (lines starting with '+').
system="""You are PR-Reviewer, a language model that specializes in suggesting ways to improve for a Pull Request (PR) code.
Your task is to provide meaningful and actionable code suggestions, to improve the new code presented in a PR diff.
Example for the PR Diff format:
The format we will use to present the PR code diff:
======
## file: 'src/file1.py'
@ -26,22 +27,26 @@ __old hunk__
## file: 'src/file2.py'
...
======
- In this format, we separated each hunk of code to '__new hunk__' and '__old hunk__' sections. The '__new hunk__' section contains the new code of the chunk, and the '__old hunk__' section contains the old code that was removed.
- Code lines are prefixed symbols ('+', '-', ' '). The '+' symbol indicates new code added in the PR, the '-' symbol indicates code removed in the PR, and the ' ' symbol indicates unchanged code.
- We also added line numbers for the '__new hunk__' sections, to help you refer to the code lines in your suggestions. These line numbers are not part of the actual code, and are only used for reference.
Specific instructions:
Specific instructions for generating code suggestions:
- Provide up to {{ num_code_suggestions }} code suggestions. The suggestions should be diverse and insightful.
- The suggestions should refer only to code from the '__new hunk__' sections, and focus on new lines of code (lines starting with '+').
- Prioritize suggestions that address major problems, issues and bugs in the PR code. As a second priority, suggestions should focus on enhancement, best practice, performance, maintainability, and other aspects.
- The suggestions should focus on ways to improve the new code in the PR, meaning focusing on lines from '__new hunk__' sections, starting with '+'. Use the '__old hunk__' sections to understand the context of the code changes.
- Prioritize suggestions that address possible issues, major problems, and bugs in the PR code.
- Don't suggest to add docstring, type hints, or comments, or to remove unused imports.
- Suggestions should not repeat code already present in the '__new hunk__' sections.
- Provide the exact line numbers range (inclusive) for each suggestion.
- Provide the exact line numbers range (inclusive) for each suggestion. Use the line numbers from the '__new hunk__' sections.
- When quoting variables or names from the code, use backticks (`) instead of single quote (').
- Take into account that you are reviewing a PR code diff, and that the entire codebase is not available for you as context. Hence, avoid suggestions that might conflict with unseen parts of the codebase.
{%- if extra_instructions %}
Extra instructions from the user:
Extra instructions from the user, that should be taken into account with high priority:
======
{{ extra_instructions }}
======
@ -54,17 +59,12 @@ class CodeSuggestion(BaseModel):
relevant_file: str = Field(description="the relevant file full path")
language: str = Field(description="the code language of the relevant file")
suggestion_content: str = Field(description="an actionable suggestion for meaningfully improving the new code introduced in the PR")
{%- if not commitable_code_suggestions_mode %}
existing_code: str = Field(description="a short code snippet from a '__new hunk__' section to illustrate the relevant existing code. Don't show the line numbers.")
improved_code: str = Field(description="a short code snippet to illustrate the improved code, after applying the suggestion.")
one_sentence_summary:str = Field(description="a short summary of the suggestion action, in a single sentence. Focus on the 'what'. Be general, and avoid method or variable names.")
{%- else %}
existing_code: str = Field(description="a code snippet, demonstrating the relevant code lines from a '__new hunk__' section. It must be contiguous, correctly formatted and indented, and without line numbers")
improved_code: str = Field(description="a new code snippet, that can be used to replace the relevant lines in '__new hunk__' code. Replacement suggestions should be complete, correctly formatted and indented, and without line numbers")
{%- endif %}
existing_code: str = Field(description="a short code snippet, demonstrating the relevant code lines from a '__new hunk__' section. It must be without line numbers. Use abbreviations if needed")
improved_code: str = Field(description="a new code snippet, that can be used to replace the relevant 'existing_code' lines in '__new hunk__' code after applying the suggestion")
one_sentence_summary: str = Field(description="a short summary of the suggestion action, in a single sentence. Focus on the 'what'. Be general, and avoid method or variable names.")
relevant_lines_start: int = Field(description="The relevant line number, from a '__new hunk__' section, where the suggestion starts (inclusive). Should be derived from the hunk line numbers, and correspond to the 'existing code' snippet above")
relevant_lines_end: int = Field(description="The relevant line number, from a '__new hunk__' section, where the suggestion ends (inclusive). Should be derived from the hunk line numbers, and correspond to the 'existing code' snippet above")
label: str = Field(description="a single label for the suggestion, to help the user understand the suggestion type. For example: 'security', 'bug', 'performance', 'enhancement', 'possible issue', 'best practice', 'maintainability', etc. Other labels are also allowed")
label: str = Field(description="a single label for the suggestion, to help the user understand the suggestion type. For example: 'security', 'possible bug', 'possible issue', 'performance', 'enhancement', 'best practice', 'maintainability', etc. Other labels are also allowed")
class PRCodeSuggestions(BaseModel):
code_suggestions: List[CodeSuggestion]
@ -80,7 +80,6 @@ code_suggestions:
python
suggestion_content: |
...
{%- if not commitable_code_suggestions_mode %}
existing_code: |
...
improved_code: |
@ -89,14 +88,6 @@ code_suggestions:
...
relevant_lines_start: 12
relevant_lines_end: 13
{%- else %}
existing_code: |
...
relevant_lines_start: 12
relevant_lines_end: 13
improved_code: |
...
{%- endif %}
label: |
...
```

View File

@ -0,0 +1,88 @@
[pr_code_suggestions_reflect_prompt]
system="""You are a language model that specializes in reviewing and evaluating suggestions for a Pull Request (PR) code.
Your input is a PR code, and a list of code suggestions that were generated for the PR.
Your goal is to inspect, review and score the suggestsions.
Be aware - the suggestions may not always be correct or accurate, and you should evaluate them in relation to the actual PR code diff presented. Sometimes the suggestion may ignore parts of the actual code diff, and in that case, you should give it a score of 0.
Specific instructions:
- Carefully review both the suggestion content, and the related PR code diff. Mistakes in the suggestions can occur. Make sure the suggestions are correct, and properly derived from the PR code diff.
- In addition to the exact code lines mentioned in each suggestion, review the code around them, to ensure that the suggestions are contextually accurate.
- Also check that the 'existing_code' and 'improved_code' fields correctly reflect the suggested changes.
- Make sure the suggestions focus on new code introduced in the PR, and not on existing code that was not changed.
- High scores (8 to 10) should be given to correct suggestions that address major bugs and issues, or security concerns. Lower scores (3 to 7) should be for correct suggestions addressing minor issues, code style, code readability, maintainability, etc. Don't give high scores to suggestions that are not crucial, and bring only small improvement or optimization.
- Order the feedback the same way the suggestions are ordered in the input.
The format that is used to present the PR code diff is as follows:
======
## file: 'src/file1.py'
@@ ... @@ def func1():
__new hunk__
12 code line1 that remained unchanged in the PR
13 +new hunk code line2 added in the PR
14 code line3 that remained unchanged in the PR
__old hunk__
code line1 that remained unchanged in the PR
-old hunk code line2 that was removed in the PR
code line3 that remained unchanged in the PR
@@ ... @@ def func2():
__new hunk__
...
__old hunk__
...
## file: 'src/file2.py'
...
======
- In this format, we separated each hunk of code to '__new hunk__' and '__old hunk__' sections. The '__new hunk__' section contains the new code of the chunk, and the '__old hunk__' section contains the old code that was removed.
- Code lines are prefixed symbols ('+', '-', ' '). The '+' symbol indicates new code added in the PR, the '-' symbol indicates code removed in the PR, and the ' ' symbol indicates unchanged code.
- We also added line numbers for the '__new hunk__' sections, to help you refer to the code lines in your suggestions. These line numbers are not part of the actual code, and are only used for reference.
The output must be a YAML object equivalent to type $PRCodeSuggestionsFeedback, according to the following Pydantic definitions:
=====
class CodeSuggestionFeedback(BaseModel):
suggestion_summary: str = Field(description="repeated from the input")
relevant_file: str = Field(description="repeated from the input")
suggestion_score: int = Field(description="The actual output - the score of the suggestion, from 0 to 10. Give 0 if the suggestion is plain wrong. Otherwise, give a score from 1 to 10 (inclusive), where 1 is the lowest and 10 is the highest.")
why: str = Field(description="Short and concise explanation of why the suggestion received the score (one to two sentences).")
class PRCodeSuggestionsFeedback(BaseModel):
code_suggestions: List[CodeSuggestionFeedback]
=====
Example output:
```yaml
code_suggestions:
- suggestion_content: |
Use a more descriptive variable name here
relevant_file: "src/file1.py"
suggestion_score: 6
why: |
The variable name 't' is not descriptive enough
```
Each YAML output MUST be after a newline, indented, with block scalar indicator ('|').
"""
user="""You are given a Pull Request (PR) code diff:
======
{{ diff|trim }}
======
And here is a list of corresponding {{ num_code_suggestions }} code suggestions to improve this Pull Request code:
======
{{ suggestion_str|trim }}
======
Response (should be a valid YAML, and nothing else):
```yaml
"""

View File

@ -9,7 +9,7 @@ from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.ai_handlers.litellm_ai_handler import LiteLLMAIHandler
from pr_agent.algo.pr_processing import get_pr_diff, get_pr_multi_diffs, retry_with_fallback_models
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import load_yaml, replace_code_tags, ModelType
from pr_agent.algo.utils import load_yaml, replace_code_tags, ModelType, show_relevant_configurations
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import get_git_provider
from pr_agent.git_providers.git_provider import get_main_pr_language
@ -57,7 +57,6 @@ class PRCodeSuggestions:
"language": self.main_language,
"diff": "", # empty diff for initial calculation
"num_code_suggestions": num_code_suggestions,
"commitable_code_suggestions_mode": get_settings().pr_code_suggestions.commitable_code_suggestions,
"extra_instructions": get_settings().pr_code_suggestions.extra_instructions,
"commit_messages_str": self.git_provider.get_commit_messages(),
}
@ -83,12 +82,13 @@ class PRCodeSuggestions:
self.git_provider.publish_comment("Preparing suggestions...", is_temporary=True)
if not self.is_extended:
await retry_with_fallback_models(self._prepare_prediction, ModelType.TURBO)
data = self._prepare_pr_code_suggestions()
data = await retry_with_fallback_models(self._prepare_prediction)
else:
data = await retry_with_fallback_models(self._prepare_prediction_extended, ModelType.TURBO)
data = await retry_with_fallback_models(self._prepare_prediction_extended)
if not data:
data = {"code_suggestions": []}
if (not data) or (not 'code_suggestions' in data) or (not data['code_suggestions']):
if data is None or 'code_suggestions' not in data or not data['code_suggestions']:
get_logger().error('No code suggestions found for PR.')
pr_body = "## PR Code Suggestions ✨\n\nNo code suggestions found for PR."
get_logger().debug(f"PR output", artifact=pr_body)
@ -105,7 +105,8 @@ class PRCodeSuggestions:
if get_settings().config.publish_output:
self.git_provider.remove_initial_comment()
if (not get_settings().pr_code_suggestions.commitable_code_suggestions) and self.git_provider.is_supported("gfm_markdown"):
if ((not get_settings().pr_code_suggestions.commitable_code_suggestions) and
self.git_provider.is_supported("gfm_markdown")):
# generate summarized suggestions
pr_body = self.generate_summarized_suggestions(data)
@ -117,6 +118,10 @@ class PRCodeSuggestions:
pr_body += HelpMessage.get_improve_usage_guide()
pr_body += "\n</details>\n"
# Output the relevant configurations if enabled
if get_settings().get('config', {}).get('output_relevant_configurations', False):
pr_body += show_relevant_configurations(relevant_section='pr_code_suggestions')
if get_settings().pr_code_suggestions.persistent_comment:
final_update_message = False
self.git_provider.publish_persistent_comment(pr_body,
@ -148,7 +153,7 @@ class PRCodeSuggestions:
except Exception as e:
pass
async def _prepare_prediction(self, model: str):
async def _prepare_prediction(self, model: str) -> dict:
self.patches_diff = get_pr_diff(self.git_provider,
self.token_handler,
model,
@ -162,7 +167,10 @@ class PRCodeSuggestions:
get_logger().error(f"Error getting PR diff")
self.prediction = None
async def _get_prediction(self, model: str, patches_diff: str):
data = self.prediction
return data
async def _get_prediction(self, model: str, patches_diff: str) -> dict:
variables = copy.deepcopy(self.vars)
variables["diff"] = patches_diff # update diff
environment = Environment(undefined=StrictUndefined)
@ -171,7 +179,34 @@ class PRCodeSuggestions:
response, finish_reason = await self.ai_handler.chat_completion(model=model, temperature=0.2,
system=system_prompt, user=user_prompt)
return response
# load suggestions from the AI response
data = self._prepare_pr_code_suggestions(response)
# self-reflect on suggestions
if get_settings().pr_code_suggestions.self_reflect_on_suggestions:
model = get_settings().config.model_turbo # use turbo model for self-reflection, since it is an easier task
response_reflect = await self.self_reflect_on_suggestions(data["code_suggestions"], patches_diff, model=model)
if response_reflect:
response_reflect_yaml = load_yaml(response_reflect)
code_suggestions_feedback = response_reflect_yaml["code_suggestions"]
if len(code_suggestions_feedback) == len(data["code_suggestions"]):
for i, suggestion in enumerate(data["code_suggestions"]):
try:
suggestion["score"] = code_suggestions_feedback[i]["suggestion_score"]
suggestion["score_why"] = code_suggestions_feedback[i]["why"]
except Exception as e: #
get_logger().error(f"Error processing suggestion score {i}",
artifact={"suggestion": suggestion,
"code_suggestions_feedback": code_suggestions_feedback[i]})
suggestion["score"] = 7
suggestion["score_why"] = ""
else:
# get_logger().error(f"Could not self-reflect on suggestions. using default score 7")
for i, suggestion in enumerate(data["code_suggestions"]):
suggestion["score"] = 7
suggestion["score_why"] = ""
return data
@staticmethod
def _truncate_if_needed(suggestion):
@ -185,40 +220,44 @@ class PRCodeSuggestions:
f"characters to {max_code_suggestion_length} characters")
return suggestion
def _prepare_pr_code_suggestions(self) -> Dict:
review = self.prediction.strip()
data = load_yaml(review,
def _prepare_pr_code_suggestions(self, predictions: str) -> Dict:
data = load_yaml(predictions.strip(),
keys_fix_yaml=["relevant_file", "suggestion_content", "existing_code", "improved_code"])
if isinstance(data, list):
data = {'code_suggestions': data}
# remove invalid suggestions
# remove or edit invalid suggestions
suggestion_list = []
one_sentence_summary_list = []
for i, suggestion in enumerate(data['code_suggestions']):
try:
if not get_settings().pr_code_suggestions.commitable_code_suggestions:
if not suggestion or 'one_sentence_summary' not in suggestion or 'label' not in suggestion or 'relevant_file' not in suggestion:
get_logger().debug(f"Skipping suggestion {i + 1}, because it is invalid: {suggestion}")
continue
if (not suggestion or 'one_sentence_summary' not in suggestion or
'label' not in suggestion or 'relevant_file' not in suggestion):
get_logger().debug(f"Skipping suggestion {i + 1}, because it is invalid: {suggestion}")
continue
if suggestion['one_sentence_summary'] in one_sentence_summary_list:
get_logger().debug(f"Skipping suggestion {i + 1}, because it is a duplicate: {suggestion}")
continue
if suggestion['one_sentence_summary'] in one_sentence_summary_list:
get_logger().debug(f"Skipping suggestion {i + 1}, because it is a duplicate: {suggestion}")
continue
if 'const' in suggestion['suggestion_content'] and 'instead' in suggestion['suggestion_content'] and 'let' in suggestion['suggestion_content']:
get_logger().debug(f"Skipping suggestion {i + 1}, because it uses 'const instead let': {suggestion}")
continue
if ('existing_code' in suggestion) and ('improved_code' in suggestion) and (
suggestion['existing_code'] != suggestion['improved_code']):
if ('existing_code' in suggestion) and ('improved_code' in suggestion):
if suggestion['existing_code'] == suggestion['improved_code']:
get_logger().debug(
f"edited improved suggestion {i + 1}, because equal to existing code: {suggestion['existing_code']}")
if get_settings().pr_code_suggestions.commitable_code_suggestions:
suggestion['improved_code'] = "" # we need 'existing_code' to locate the code in the PR
else:
suggestion['existing_code'] = ""
suggestion = self._truncate_if_needed(suggestion)
if not get_settings().pr_code_suggestions.commitable_code_suggestions:
one_sentence_summary_list.append(suggestion['one_sentence_summary'])
one_sentence_summary_list.append(suggestion['one_sentence_summary'])
suggestion_list.append(suggestion)
else:
get_logger().debug(
f"Skipping suggestion {i + 1}, because existing code is equal to improved code {suggestion['existing_code']}")
get_logger().info(
f"Skipping suggestion {i + 1}, because it does not contain 'existing_code' or 'improved_code': {suggestion}")
except Exception as e:
get_logger().error(f"Error processing suggestion {i + 1}: {suggestion}, error: {e}")
data['code_suggestions'] = suggestion_list
@ -247,7 +286,10 @@ class PRCodeSuggestions:
if new_code_snippet:
new_code_snippet = self.dedent_code(relevant_file, relevant_lines_start, new_code_snippet)
body = f"**Suggestion:** {content} [{label}]\n```suggestion\n" + new_code_snippet + "\n```"
if d.get('score'):
body = f"**Suggestion:** {content} [{label}, importance: {d.get('score')}]\n```suggestion\n" + new_code_snippet + "\n```"
else:
body = f"**Suggestion:** {content} [{label}]\n```suggestion\n" + new_code_snippet + "\n```"
code_suggestions.append({'body': body, 'relevant_file': relevant_file,
'relevant_lines_start': relevant_lines_start,
'relevant_lines_end': relevant_lines_end})
@ -296,7 +338,8 @@ class PRCodeSuggestions:
self.patches_diff_list = get_pr_multi_diffs(self.git_provider, self.token_handler, model,
max_calls=get_settings().pr_code_suggestions.max_number_of_calls)
if self.patches_diff_list:
get_logger().debug(f"PR diff", artifact=self.patches_diff_list)
get_logger().info(f"Number of PR chunk calls: {len(self.patches_diff_list)}")
get_logger().debug(f"PR diff:", artifact=self.patches_diff_list)
# parallelize calls to AI:
if get_settings().pr_code_suggestions.parallel_calls:
@ -309,14 +352,24 @@ class PRCodeSuggestions:
prediction = await self._get_prediction(model, patches_diff)
prediction_list.append(prediction)
data = {}
for prediction in prediction_list:
self.prediction = prediction
data_per_chunk = self._prepare_pr_code_suggestions()
if "code_suggestions" in data:
data["code_suggestions"].extend(data_per_chunk["code_suggestions"])
else:
data.update(data_per_chunk)
data = {"code_suggestions": []}
for j, predictions in enumerate(prediction_list): # each call adds an element to the list
if "code_suggestions" in predictions:
score_threshold = max(1, get_settings().pr_code_suggestions.suggestions_score_threshold)
for i, prediction in enumerate(predictions["code_suggestions"]):
try:
if get_settings().pr_code_suggestions.self_reflect_on_suggestions:
score = int(prediction["score"])
if score >= score_threshold:
data["code_suggestions"].append(prediction)
else:
get_logger().info(
f"Removing suggestions {i} from call {j}, because score is {score}, and score_threshold is {score_threshold}",
artifact=prediction)
else:
data["code_suggestions"].append(prediction)
except Exception as e:
get_logger().error(f"Error getting PR diff for suggestion {i} in call {j}, error: {e}")
self.data = data
else:
get_logger().error(f"Error getting PR diff")
@ -397,10 +450,13 @@ class PRCodeSuggestions:
pr_body = "## PR Code Suggestions ✨\n\n"
pr_body += "<table>"
header = f"Suggestions"
delta = 76
header = f"Suggestion"
delta = 66
header += "&nbsp; " * delta
pr_body += f"""<thead><tr><td>Category</td><td align=left>{header}</td></tr></thead>"""
if get_settings().pr_code_suggestions.self_reflect_on_suggestions:
pr_body += f"""<thead><tr><td>Category</td><td align=left>{header}</td><td align=center>Score</td></tr>"""
else:
pr_body += f"""<thead><tr><td>Category</td><td align=left>{header}</td></tr>"""
pr_body += """<tbody>"""
suggestions_labels = dict()
# add all suggestions related to each label
@ -410,6 +466,14 @@ class PRCodeSuggestions:
suggestions_labels[label] = []
suggestions_labels[label].append(suggestion)
# sort suggestions_labels by the suggestion with the highest score
if get_settings().pr_code_suggestions.self_reflect_on_suggestions:
suggestions_labels = dict(sorted(suggestions_labels.items(), key=lambda x: max([s['score'] for s in x[1]]), reverse=True))
# sort the suggestions inside each label group by score
for label, suggestions in suggestions_labels.items():
suggestions_labels[label] = sorted(suggestions, key=lambda x: x['score'], reverse=True)
for label, suggestions in suggestions_labels.items():
num_suggestions=len(suggestions)
pr_body += f"""<tr><td rowspan={num_suggestions}><strong>{label.capitalize()}</strong></td>\n"""
@ -423,8 +487,12 @@ class PRCodeSuggestions:
range_str = f"[{relevant_lines_start}]"
else:
range_str = f"[{relevant_lines_start}-{relevant_lines_end}]"
code_snippet_link = self.git_provider.get_line_link(relevant_file, relevant_lines_start,
relevant_lines_end)
try:
code_snippet_link = self.git_provider.get_line_link(relevant_file, relevant_lines_start,
relevant_lines_end)
except:
code_snippet_link = ""
# add html table for each suggestion
suggestion_content = suggestion['suggestion_content'].rstrip().rstrip()
@ -445,12 +513,11 @@ class PRCodeSuggestions:
pr_body += f"""<td>\n\n"""
else:
pr_body += f"""<tr><td>\n\n"""
suggestion_summary = suggestion['one_sentence_summary'].strip()
suggestion_summary = suggestion['one_sentence_summary'].strip().rstrip('.')
if '`' in suggestion_summary:
suggestion_summary = replace_code_tags(suggestion_summary)
# suggestion_summary = suggestion_summary + max((77-len(suggestion_summary)), 0)*"&nbsp;"
pr_body += f"""\n\n<details><summary>{suggestion_summary}</summary>\n\n___\n\n"""
pr_body += f"""\n\n<details><summary>{suggestion_summary}</summary>\n\n___\n\n"""
pr_body += f"""
**{suggestion_content}**
@ -458,7 +525,17 @@ class PRCodeSuggestions:
{example_code}
"""
if get_settings().pr_code_suggestions.self_reflect_on_suggestions:
pr_body +=f"\n\n<details><summary><b>Suggestion importance[1-10]: {suggestion['score']}</b></summary>\n\n"
pr_body += f"Why: {suggestion['score_why']}\n\n"
pr_body += f"</details>"
pr_body += f"</details>"
# # add another column for 'score'
if get_settings().pr_code_suggestions.self_reflect_on_suggestions:
pr_body += f"</td><td align=center>{suggestion['score']}\n\n"
pr_body += f"</td></tr>"
@ -469,3 +546,29 @@ class PRCodeSuggestions:
except Exception as e:
get_logger().info(f"Failed to publish summarized code suggestions, error: {e}")
return ""
async def self_reflect_on_suggestions(self, suggestion_list: List, patches_diff: str, model: str) -> str:
if not suggestion_list:
return ""
try:
suggestion_str = ""
for i, suggestion in enumerate(suggestion_list):
suggestion_str += f"suggestion {i + 1}: " + str(suggestion) + '\n\n'
variables = {'suggestion_list': suggestion_list,
'suggestion_str': suggestion_str,
"diff": patches_diff,
'num_code_suggestions': len(suggestion_list)}
environment = Environment(undefined=StrictUndefined)
system_prompt_reflect = environment.from_string(get_settings().pr_code_suggestions_reflect_prompt.system).render(
variables)
user_prompt_reflect = environment.from_string(get_settings().pr_code_suggestions_reflect_prompt.user).render(variables)
with get_logger().contextualize(command="self_reflect_on_suggestions"):
response_reflect, finish_reason_reflect = await self.ai_handler.chat_completion(model=model,
system=system_prompt_reflect,
user=user_prompt_reflect)
except Exception as e:
get_logger().info(f"Could not reflect on suggestions, error: {e}")
return ""
return response_reflect

View File

@ -9,7 +9,7 @@ from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.ai_handlers.litellm_ai_handler import LiteLLMAIHandler
from pr_agent.algo.pr_processing import get_pr_diff, retry_with_fallback_models
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import load_yaml, set_custom_labels, get_user_labels, ModelType
from pr_agent.algo.utils import load_yaml, set_custom_labels, get_user_labels, ModelType, show_relevant_configurations
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import get_git_provider
from pr_agent.git_providers.git_provider import get_main_pr_language
@ -82,7 +82,7 @@ class PRDescription:
if get_settings().config.publish_output:
self.git_provider.publish_comment("Preparing PR description...", is_temporary=True)
await retry_with_fallback_models(self._prepare_prediction, ModelType.TURBO) # turbo model because larger context
await retry_with_fallback_models(self._prepare_prediction, ModelType.TURBO)
if self.prediction:
self._prepare_data()
@ -116,6 +116,10 @@ class PRDescription:
pr_body += "\n\n___\n\n> 💡 **PR-Agent usage**:"
pr_body += "\n>Comment `/help` on the PR to get a list of all available PR-Agent tools and their descriptions\n\n"
# Output the relevant configurations if enabled
if get_settings().get('config', {}).get('output_relevant_configurations', False):
pr_body += show_relevant_configurations(relevant_section='pr_description')
if get_settings().config.publish_output:
# publish labels
if get_settings().pr_description.publish_labels and self.git_provider.is_supported("get_labels"):

View File

@ -35,7 +35,7 @@ class PRHelpMessage:
tool_names.append(f"[ASK]({base_path}/ask/)")
tool_names.append(f"[GENERATE CUSTOM LABELS]({base_path}/custom_labels/) 💎")
tool_names.append(f"[CI FEEDBACK]({base_path}/ci_feedback/) 💎")
tool_names.append(f"[CUSTOM SUGGESTIONS]({base_path}/custom_suggestions/) 💎")
tool_names.append(f"[CUSTOM PROMPT]({base_path}/custom_prompt/) 💎")
tool_names.append(f"[SIMILAR ISSUE]({base_path}/similar_issues/)")
descriptions = []
@ -50,7 +50,7 @@ class PRHelpMessage:
descriptions.append("Answering free-text questions about the PR")
descriptions.append("Generates custom labels for the PR, based on specific guidelines defined by the user")
descriptions.append("Generates feedback and analysis for a failed CI job")
descriptions.append("Generates custom suggestions for improving the PR code, based only on specific guidelines defined by the user")
descriptions.append("Generates custom suggestions for improving the PR code, derived only from a specific guidelines prompt defined by the user")
descriptions.append("Automatically retrieves and presents similar issues")
commands =[]
@ -65,7 +65,7 @@ class PRHelpMessage:
commands.append("`/ask`")
commands.append("`/generate_labels`")
commands.append("`/checks`")
commands.append("`/custom_suggestions`")
commands.append("`/custom_prompt`")
commands.append("`/similar_issue`")
checkbox_list = []
@ -86,7 +86,7 @@ class PRHelpMessage:
checkbox_list.append("[*]")
checkbox_list.append("[*]")
if isinstance(self.git_provider, GithubProvider):
if isinstance(self.git_provider, GithubProvider) and not get_settings().config.get('disable_checkboxes', False):
pr_comment += f"<table><tr align='left'><th align='left'>Tool</th><th align='left'>Description</th><th align='left'>Trigger Interactively :gem:</th></tr>"
for i in range(len(tool_names)):
pr_comment += f"\n<tr><td align='left'>\n\n<strong>{tool_names[i]}</strong></td>\n<td>{descriptions[i]}</td>\n<td>\n\n{checkbox_list[i]}\n</td></tr>"

View File

@ -7,6 +7,7 @@ from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.ai_handlers.litellm_ai_handler import LiteLLMAIHandler
from pr_agent.algo.pr_processing import get_pr_diff, retry_with_fallback_models
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import ModelType
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import get_git_provider
from pr_agent.git_providers.git_provider import get_main_pr_language
@ -62,7 +63,7 @@ class PRQuestions:
if img_path:
get_logger().debug(f"Image path identified", artifact=img_path)
await retry_with_fallback_models(self._prepare_prediction)
await retry_with_fallback_models(self._prepare_prediction, model_type=ModelType.TURBO)
pr_comment = self._prepare_pr_answer()
get_logger().debug(f"PR output", artifact=pr_comment)

View File

@ -8,7 +8,8 @@ from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.ai_handlers.litellm_ai_handler import LiteLLMAIHandler
from pr_agent.algo.pr_processing import get_pr_diff, retry_with_fallback_models
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import convert_to_markdown, github_action_output, load_yaml, ModelType
from pr_agent.algo.utils import convert_to_markdown, github_action_output, load_yaml, ModelType, \
show_relevant_configurations
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import get_git_provider
from pr_agent.git_providers.git_provider import IncrementalPR, get_main_pr_language
@ -124,7 +125,7 @@ class PRReviewer:
if get_settings().config.publish_output:
self.git_provider.publish_comment("Preparing review...", is_temporary=True)
await retry_with_fallback_models(self._prepare_prediction, model_type=ModelType.TURBO)
await retry_with_fallback_models(self._prepare_prediction)
if not self.prediction:
self.git_provider.remove_initial_comment()
return None
@ -238,6 +239,10 @@ class PRReviewer:
markdown_text += HelpMessage.get_review_usage_guide()
markdown_text += "\n</details>\n"
# Output the relevant configurations if enabled
if get_settings().get('config', {}).get('output_relevant_configurations', False):
markdown_text += show_relevant_configurations(relevant_section='pr_reviewer')
# Add custom labels from the review prediction (effort, security)
self.set_review_labels(data)

View File

@ -8,7 +8,7 @@ from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
from pr_agent.algo.ai_handlers.litellm_ai_handler import LiteLLMAIHandler
from pr_agent.algo.pr_processing import get_pr_diff, retry_with_fallback_models
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import ModelType
from pr_agent.algo.utils import ModelType, show_relevant_configurations
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import get_git_provider, GithubProvider
from pr_agent.git_providers.git_provider import get_main_pr_language
@ -74,6 +74,11 @@ class PRUpdateChangelog:
await retry_with_fallback_models(self._prepare_prediction, model_type=ModelType.TURBO)
new_file_content, answer = self._prepare_changelog_update()
# Output the relevant configurations if enabled
if get_settings().get('config', {}).get('output_relevant_configurations', False):
answer += show_relevant_configurations(relevant_section='pr_update_changelog')
get_logger().debug(f"PR output", artifact=answer)
if get_settings().config.publish_output:

View File

@ -19,7 +19,7 @@ PyYAML==6.0.1
python-gitlab==3.15.0
retry==0.9.2
starlette-context==0.3.6
tiktoken==0.5.2
tiktoken==0.7.0
ujson==5.8.0
uvicorn==0.22.0
tenacity==8.2.3