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@ -32,100 +32,99 @@ Making pull requests less painful with an AI agent
## News and Updates
### Jan 10, 2024
- A new [documentation website](https://codium-ai.github.io/Docs-PR-Agent/) is now available for PR-Agent. It includes detailed information about the different tools, usage guides, and more, in an accessible and organized format.
### Jan 8, 2024
- A new tool, [Find Similar Code](https://codium-ai.github.io/Docs-PR-Agent/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://github.com/Codium-ai/pr-agent/blob/main/Usage.md#configuration-options) to set configurations for PR-Agent 💎
- You can now use the repo's [wiki page](https://codium-ai.github.io/Docs-PR-Agent/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>
### Feb 21, 2024
- Added a new command, `/help`, to easily provide a list of available tools and their descriptions, and run them interactively.
<kbd>
<img src="https://www.codium.ai/images/pr_agent/help.png" width="512">
</kbd>
### Feb 18, 2024
- Introducing the `CI Feedback` tool 💎. The tool automatically triggers when a PR has a failed check. It analyzes the failed check, and provides summarized logs and analysis. Note that this feature requires read access to GitHub 'checks' and 'actions'. See [here](./docs/CI_FEEDBACK.md) for more details.
- New ability - you can run `/ask` on specific lines of code in the PR from the PR's diff view. See [here](./docs/ASK.md#ask-lines) for more details.
- Introducing support for [Azure DevOps Webhooks](./Usage.md#azure-devops-webhook), as well as bug fixes and improved support for several ADO commands.
## Overview
<div style="text-align:left;">
CodiumAI PR-Agent is an open-source tool to help efficiently review and handle pull requests.
- See the [Installation Guide](./INSTALL.md) for instructions on installing and running the tool on different git platforms.
- See the [Installation Guide](https://codium-ai.github.io/Docs-PR-Agent/installation/) for instructions on installing and running the tool on different git platforms.
- See the [Usage Guide](./Usage.md) for instructions on running the PR-Agent commands via different interfaces, including _CLI_, _online usage_, or by _automatically triggering_ them when a new PR is opened.
- See the [Usage Guide](https://codium-ai.github.io/Docs-PR-Agent/usage-guide/) for instructions on running the PR-Agent commands via different interfaces, including _CLI_, _online usage_, or by _automatically triggering_ them when a new PR is opened.
- See the [Tools Guide](./docs/TOOLS_GUIDE.md) for a detailed description of the different tools (tools are run via the commands).
- See the [Tools Guide](https://codium-ai.github.io/Docs-PR-Agent/tools/) for a detailed description of the different tools (tools are run via the commands).
Supported commands per platform:
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|-----------------------------------------------------------------------------------------------------------------------------------------|:--------------------:|:--------------------:|:--------------------:|:--------------------:|
| TOOLS | Review | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ Incremental | :white_check_mark: | | | |
| | ⮑ [SOC2 Compliance](https://github.com/Codium-ai/pr-agent/blob/main/docs/REVIEW.md#soc2-ticket-compliance-) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Describe | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ [Inline File Summary](https://github.com/Codium-ai/pr-agent/blob/main/docs/DESCRIBE.md#inline-file-summary-) 💎 | :white_check_mark: | | | |
| | Improve | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ Extended | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Ask | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ [Ask on code lines](./docs/ASK.md#ask-lines) | :white_check_mark: | :white_check_mark: | | |
| | [Custom Suggestions](https://github.com/Codium-ai/pr-agent/blob/main/docs/CUSTOM_SUGGESTIONS.md) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Test](https://github.com/Codium-ai/pr-agent/blob/main/docs/TEST.md) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | Reflect and Review | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Update CHANGELOG.md | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Find Similar Issue | :white_check_mark: | | | |
| | [Add PR Documentation](https://github.com/Codium-ai/pr-agent/blob/main/docs/ADD_DOCUMENTATION.md) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | [Custom Labels](https://github.com/Codium-ai/pr-agent/blob/main/docs/DESCRIBE.md#handle-custom-labels-from-the-repos-labels-page-gem) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | [Analyze](https://github.com/Codium-ai/pr-agent/blob/main/docs/Analyze.md) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | [CI Feedback](https://github.com/Codium-ai/pr-agent/blob/main/docs/CI_FEEDBACK.md) 💎 | :white_check_mark: | | | |
| | | | | | |
| USAGE | CLI | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | App / webhook | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Tagging bot | :white_check_mark: | | | |
| | Actions | :white_check_mark: | | :white_check_mark: | |
| | | | | | |
| CORE | PR compression | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Repo language prioritization | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Adaptive and token-aware file patch fitting | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Multiple models support | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Static code analysis](https://github.com/Codium-ai/pr-agent/blob/main/docs/Analyze.md) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Global and wiki configurations](./Usage.md#configuration) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
|-------|------------------------------------------------------------------------------------------------------------------------------------------|:--------------------:|:--------------------:|:--------------------:|:--------------------:|
| TOOLS | Review | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ Incremental | :white_check_mark: | | | |
| | ⮑ [SOC2 Compliance](https://codium-ai.github.io/Docs-PR-Agent/tools/review/#soc2-ticket-compliance) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Describe | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ [Inline File Summary](https://codium-ai.github.io/Docs-PR-Agent/tools/describe#inline-file-summary) 💎 | :white_check_mark: | | | |
| | Improve | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ Extended | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Ask | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | ⮑ [Ask on code lines](https://codium-ai.github.io/Docs-PR-Agent/tools/ask#ask-lines) | :white_check_mark: | :white_check_mark: | | |
| | [Custom Suggestions](https://codium-ai.github.io/Docs-PR-Agent/tools/custom_suggestions/) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Test](https://codium-ai.github.io/Docs-PR-Agent/tools/test/) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | Reflect and Review | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Update CHANGELOG.md | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Find Similar Issue | :white_check_mark: | | | |
| | [Add PR Documentation](https://codium-ai.github.io/Docs-PR-Agent/tools/documentation/) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | [Custom Labels](https://codium-ai.github.io/Docs-PR-Agent/tools/custom_labels/) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | [Analyze](https://codium-ai.github.io/Docs-PR-Agent/tools/analyze/) 💎 | :white_check_mark: | :white_check_mark: | | :white_check_mark: |
| | [CI Feedback](https://codium-ai.github.io/Docs-PR-Agent/tools/ci_feedback/) 💎 | :white_check_mark: | | | |
| | | | | | |
| USAGE | CLI | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | App / webhook | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Tagging bot | :white_check_mark: | | | |
| | Actions | :white_check_mark: | | :white_check_mark: | |
| | | | | | |
| CORE | PR compression | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Repo language prioritization | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Adaptive and token-aware file patch fitting | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Multiple models support | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Static code analysis](https://codium-ai.github.io/Docs-PR-Agent/core-abilities/#static-code-analysis) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [Global and wiki configurations](https://codium-ai.github.io/Docs-PR-Agent/usage-guide/configuration_options/) 💎 | :white_check_mark: | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | [PR Actions](https://www.codium.ai/images/pr_agent/pr-actions.mp4) 💎 | :white_check_mark: | | | |
- 💎 means this feature is available only in [PR-Agent Pro](https://www.codium.ai/pricing/)
- Support for additional git providers is described in [here](./docs/Full_environments.md)
[//]: # (- Support for additional git providers is described in [here]&#40;./docs/Full_environments.md&#41;)
___
‣ **Auto Description ([`/describe`](./docs/DESCRIBE.md))**: Automatically generating PR description - title, type, summary, code walkthrough and labels.
‣ **Auto Description ([`/describe`](https://codium-ai.github.io/Docs-PR-Agent/tools/describe/))**: Automatically generating PR description - title, type, summary, code walkthrough and labels.
\
‣ **Auto Review ([`/review`](./docs/REVIEW.md))**: Adjustable feedback about the PR, possible issues, security concerns, review effort and more.
‣ **Auto Review ([`/review`](https://codium-ai.github.io/Docs-PR-Agent/tools/review/))**: Adjustable feedback about the PR, possible issues, security concerns, review effort and more.
\
‣ **Question Answering ([`/ask ...`](./docs/ASK.md))**: Answering free-text questions about the PR.
‣ **Code Suggestions ([`/improve`](https://codium-ai.github.io/Docs-PR-Agent/tools/improve/))**: Code suggestions for improving the PR.
\
‣ **Code Suggestions ([`/improve`](./docs/IMPROVE.md))**: Code suggestions for improving the PR.
‣ **Question Answering ([`/ask ...`](https://codium-ai.github.io/Docs-PR-Agent/tools/ask/))**: Answering free-text questions about the PR.
\
‣ **Update Changelog ([`/update_changelog`](./docs/UPDATE_CHANGELOG.md))**: Automatically updating the CHANGELOG.md file with the PR changes.
‣ **Update Changelog ([`/update_changelog`](https://codium-ai.github.io/Docs-PR-Agent/tools/update_changelog/))**: Automatically updating the CHANGELOG.md file with the PR changes.
\
‣ **Find Similar Issue ([`/similar_issue`](./docs/SIMILAR_ISSUE.md))**: Automatically retrieves and presents similar issues.
‣ **Find Similar Issue ([`/similar_issue`](https://codium-ai.github.io/Docs-PR-Agent/tools/similar_issues/))**: Automatically retrieves and presents similar issues.
\
‣ **Add Documentation 💎 ([`/add_docs`](./docs/ADD_DOCUMENTATION.md))**: Generates documentation to methods/functions/classes that changed in the PR.
‣ **Add Documentation 💎 ([`/add_docs`](https://codium-ai.github.io/Docs-PR-Agent/tools/documentation/))**: Generates documentation to methods/functions/classes that changed in the PR.
\
‣ **Generate Custom Labels 💎 ([`/generate_labels`](./docs/GENERATE_CUSTOM_LABELS.md))**: Generates custom labels for the PR, based on specific guidelines defined by the user.
‣ **Generate Custom Labels 💎 ([`/generate_labels`](https://codium-ai.github.io/Docs-PR-Agent/tools/custom_labels/))**: Generates custom labels for the PR, based on specific guidelines defined by the user.
\
‣ **Analyze 💎 ([`/analyze`](./docs/Analyze.md))**: Identify code components that changed in the PR, and enables to interactively generate tests, docs, and code suggestions for each component.
‣ **Analyze 💎 ([`/analyze`](https://codium-ai.github.io/Docs-PR-Agent/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`](./docs/CUSTOM_SUGGESTIONS.md))**: Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user.
‣ **Custom Suggestions 💎 ([`/custom_suggestions`](https://codium-ai.github.io/Docs-PR-Agent/tools/custom_suggestions/))**: Automatically generates custom suggestions for improving the PR code, based on specific guidelines defined by the user.
\
‣ **Generate Tests 💎 ([`/test component_name`](./docs/TEST.md))**: Automatically generates unit tests for a selected component, based on the PR code changes.
‣ **Generate Tests 💎 ([`/test component_name`](https://codium-ai.github.io/Docs-PR-Agent/tools/test/))**: Generates unit tests for a selected component, based on the PR code changes.
\
‣ **CI Feedback 💎 ([`/checks ci_job`](./docs/CI_FEEDBACK.md))**: Automatically generates feedback and analysis for a failed CI job.
‣ **CI Feedback 💎 ([`/checks ci_job`](https://codium-ai.github.io/Docs-PR-Agent/tools/ci_feedback/))**: Automatically generates feedback and analysis for a failed CI job.
\
‣ **Similar Code 💎 ([`/find_similar_component`](https://codium-ai.github.io/Docs-PR-Agent/tools/similar_code//))**: Retrieves the most similar code components from inside the organization's codebase, or from open-source code.
___
## Example results
@ -219,7 +218,7 @@ and the agent will respond with a review of your PR
![Review generation process](https://www.codium.ai/images/demo-2.gif)
To set up your own PR-Agent, see the [Installation](#installation) section below.
To set up your own PR-Agent, see the [Installation](https://codium-ai.github.io/Docs-PR-Agent/installation/) section below.
Note that when you set your own PR-Agent or use CodiumAI hosted PR-Agent, there is no need to mention `@CodiumAI-Agent ...`. Instead, directly start with the command, e.g., `/ask ...`.
---
@ -233,32 +232,26 @@ To use your own version of PR-Agent, you first need to acquire two tokens:
There are several ways to use PR-Agent:
**Locally**
- [Use Docker image (no installation required)](./INSTALL.md#use-docker-image-no-installation-required)
- [Run from source](./INSTALL.md#run-from-source)
- [Use Docker image (no installation required)](https://codium-ai.github.io/Docs-PR-Agent/installation/locally/#use-docker-image-no-installation-required)
- [Run from source](https://codium-ai.github.io/Docs-PR-Agent/installation/locally/#run-from-source)
**GitHub specific methods**
- [Run as a GitHub Action](./INSTALL.md#run-as-a-github-action)
- [Run as a GitHub App](./INSTALL.md#run-as-a-github-app)
- [Run as a GitHub Action](https://codium-ai.github.io/Docs-PR-Agent/installation/github/#run-as-a-github-action)
- [Run as a GitHub App](https://codium-ai.github.io/Docs-PR-Agent/installation/github/#run-as-a-github-app)
**GitLab specific methods**
- [Run a GitLab webhook server](./INSTALL.md#run-a-gitlab-webhook-server)
- [Run a GitLab webhook server](https://codium-ai.github.io/Docs-PR-Agent/installation/gitlab/)
**BitBucket specific methods**
- [Run as a Bitbucket Pipeline](./INSTALL.md#run-as-a-bitbucket-pipeline)
- [Run as a Bitbucket Pipeline](https://codium-ai.github.io/Docs-PR-Agent/installation/bitbucket/)
## PR-Agent Pro 💎
[PR-Agent Pro](https://www.codium.ai/pricing/) is a hosted version of PR-Agent, provided by CodiumAI. It is available for a monthly fee, and provides the following benefits:
1. **Fully managed** - We take care of everything for you - hosting, models, regular updates, and more. Installation is as simple as signing up and adding the PR-Agent app to your GitHub\BitBucket repo.
2. **Improved privacy** - No data will be stored or used to train models. PR-Agent Pro will employ zero data retention, and will use an OpenAI account with zero data retention.
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:
- [**Analyze PR components**](https://github.com/Codium-ai/pr-agent/blob/main/docs/Analyze.md)
- [**Custom Code Suggestions**](https://github.com/Codium-ai/pr-agent/blob/main/docs/CUSTOM_SUGGESTIONS.md)
- [**Tests**](https://github.com/Codium-ai/pr-agent/blob/main/docs/TEST.md)
- [**PR documentation**](https://github.com/Codium-ai/pr-agent/blob/main/docs/ADD_DOCUMENTATION.md)
- [**SOC2 compliance check**](https://github.com/Codium-ai/pr-agent/blob/main/docs/REVIEW.md#soc2-ticket-compliance-)
- [**Custom labels**](https://github.com/Codium-ai/pr-agent/blob/main/docs/DESCRIBE.md#handle-custom-labels-from-the-repos-labels-page-gem)
- [**Global configuration**](https://github.com/Codium-ai/pr-agent/blob/main/Usage.md#global-configuration-file-)
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.
See [here](https://codium-ai.github.io/Docs-PR-Agent/#pr-agent-pro) for a list of features available in PR-Agent Pro.
@ -268,7 +261,7 @@ The following diagram illustrates PR-Agent tools and their flow:
![PR-Agent Tools](https://codium.ai/images/pr_agent/diagram-v0.9.png)
Check out the [PR Compression strategy](./PR_COMPRESSION.md) page for more details on how we convert a code diff to a manageable LLM prompt
Check out the [PR Compression strategy](https://codium-ai.github.io/Docs-PR-Agent/core-abilities/#pr-compression-strategy) page for more details on how we convert a code diff to a manageable LLM prompt
## Why use PR-Agent?
@ -277,7 +270,7 @@ A reasonable question that can be asked is: `"Why use PR-Agent? What makes it st
Here are some advantages of PR-Agent:
- We emphasize **real-life practical usage**. Each tool (review, improve, ask, ...) has a single GPT-4 call, no more. We feel that this is critical for realistic team usage - obtaining an answer quickly (~30 seconds) and affordably.
- Our [PR Compression strategy](./PR_COMPRESSION.md) is a core ability that enables to effectively tackle both short and long PRs.
- Our [PR Compression strategy](https://codium-ai.github.io/Docs-PR-Agent/core-abilities/#pr-compression-strategy) is a core ability that enables to effectively tackle both short and long PRs.
- Our JSON prompting strategy enables to have **modular, customizable tools**. For example, the '/review' tool categories can be controlled via the [configuration](pr_agent/settings/configuration.toml) file. Adding additional categories is easy and accessible.
- We support **multiple git providers** (GitHub, Gitlab, Bitbucket), **multiple ways** to use the tool (CLI, GitHub Action, GitHub App, Docker, ...), and **multiple models** (GPT-4, GPT-3.5, Anthropic, Cohere, Llama2).

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docs/docs/index.md
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@ -9,7 +9,7 @@ CodiumAI PR-Agent is an open-source tool to help efficiently review and handle p
- See the [Tools Guide](./tools/index.md) for a detailed description of the different tools (tools are run via the commands).
## Features table
## PR-Agent Features
PR-Agent offers extensive pull request functionalities across various git providers.
| | | GitHub | Gitlab | Bitbucket | Azure DevOps |
@ -152,21 +152,7 @@ Check out the [PR Compression strategy](core-abilities/index.md) page for more d
- [**Custom labels**](./tools/describe.md/#handle-custom-labels-from-the-repos-labels-page)
- [**Global and wiki configuration**](./usage-guide/configuration_options.md/#wiki-configuration-file)
## Why use PR-Agent?
A reasonable question that can be asked is: `"Why use PR-Agent? What makes it stand out from existing tools?"`
Here are some advantages of PR-Agent:
- PR-Agent emphasize **real-life practical usage**. Each tool (review, improve, ask, ...) has a single GPT-4 call, no more. We believe this is critical for realistic team usage - obtaining an answer quickly (~30 seconds) and affordably.
- PR-Agent [Compression strategy](core-abilities/index.md) is a core ability that enables to effectively tackle both short and long PRs.
- YAML prompting strategy enables to have **modular, customizable, highly efficient tools**.
- PR-Agent is flexible and **highly configurable**.
- PR-Agent supports **multiple git providers** (GitHub, Gitlab, Bitbucket, Azure devops), **multiple ways** to use the tool (CLI, GitHub Action, GitHub App, Docker, ...), and **multiple models** (GPT-4, GPT-3.5, Anthropic, Cohere, Llama, ...).
## 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: