mirror of
https://github.com/qodo-ai/pr-agent.git
synced 2025-12-11 18:35:18 +00:00
416 lines
25 KiB
Markdown
416 lines
25 KiB
Markdown
<div align="center">
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<div align="center">
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<picture>
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<source media="(prefers-color-scheme: dark)" srcset="https://www.qodo.ai/wp-content/uploads/2025/02/PR-Agent-Purple-2.png">
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<source media="(prefers-color-scheme: light)" srcset="https://www.qodo.ai/wp-content/uploads/2025/02/PR-Agent-Purple-2.png">
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<img src="https://codium.ai/images/pr_agent/logo-light.png" alt="logo" width="330">
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</picture>
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<br/>
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[Installation Guide](https://qodo-merge-docs.qodo.ai/installation/) |
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[Usage Guide](https://qodo-merge-docs.qodo.ai/usage-guide/) |
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[Tools Guide](https://qodo-merge-docs.qodo.ai/tools/) |
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[Qodo Merge](https://qodo-merge-docs.qodo.ai/overview/pr_agent_pro/) 💎
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## Open-Source AI-Powered Code Review Tool
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**PR-Agent** is an open-source, AI-powered code review agent. It is the legacy project from which Qodo Merge 💎, a separate commercial product, originated. PR-Agent is maintained by the community as a gift to the community. We are looking for additional maintainers to help shape its future; please contact us if you are interested.
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**[Qodo Merge](https://qodo-merge-docs.qodo.ai/overview/pr_agent_pro/) 💎** is a separate, enterprise-grade product with its own distinct features, zero-setup, and priority support.
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---
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### Quick Start Options
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| **Option** | **Best For** | **Setup Time** | **Cost** |
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|------------|--------------|----------------|----------|
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| **[PR-Agent (Open Source)](#-quick-start-for-pr-agent-open-source)** | Developers who want full control, self-hosting, or custom integrations | 5-15 minutes | Free |
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| **[Qodo Merge](#-try-qodo-merge-zero-setup)** | Teams wanting zero-setup, enhancing the open-source features, additional enterprise features, and managed hosting | 2 minutes | Free tier available |
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</div>
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[](https://chromewebstore.google.com/detail/qodo-merge-ai-powered-cod/ephlnjeghhogofkifjloamocljapahnl)
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[](https://github.com/apps/qodo-merge-pro/)
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[](https://github.com/apps/qodo-merge-pro-for-open-source/)
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[](https://discord.com/invite/SgSxuQ65GF)
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<a href="https://github.com/Codium-ai/pr-agent/commits/main">
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<img alt="GitHub" src="https://img.shields.io/github/last-commit/Codium-ai/pr-agent/main?style=for-the-badge" height="20">
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</a>
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</div>
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## Table of Contents
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- [PR-Agent vs Qodo Merge](#pr-agent-vs-qodo-merge)
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- [Getting Started](#getting-started)
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- [Why Use PR-Agent?](#why-use-pr-agent)
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- [Features](#features)
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- [See It in Action](#see-it-in-action)
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- [Try It Now](#try-it-now)
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- [Qodo Merge 💎](#qodo-merge-)
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- [How It Works](#how-it-works)
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- [Data Privacy](#data-privacy)
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- [Contributing](#contributing)
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- [Links](#links)
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## PR-Agent vs Qodo Merge
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PR-Agent and Qodo Merge are now two completely different products that share a common history. PR-Agent is the original, legacy open-source project. Qodo Merge was initially built upon PR-Agent but has since evolved into a distinct product with a different feature set.
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### PR-Agent (This Repository) - Open Source
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✅ **What you get:**
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- Complete source code access and customization
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- Self-hosted deployment options
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- Core AI review tools (`/describe`, `/review`, `/improve`, `/ask`)
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- Support for GitHub, GitLab, BitBucket, Azure DevOps
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- CLI usage for local development
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- Free forever
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⚙️ **What you need to manage:**
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- Your own API keys (OpenAI, Claude, etc.)
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- Infrastructure and hosting
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- Updates and maintenance
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- Configuration management
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### Qodo Merge - A Separate Product
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✅ **What you get (everything above plus):**
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- Zero-setup installation (2-minute GitHub app install)
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- Managed infrastructure and automatic updates
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- Advanced features: CI feedback, code suggestions tracking, compliance (rules), custom prompts, and more
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- Priority support and feature requests
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- Enhanced privacy with zero data retention
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- Free tier: 75 PR reviews/month per organization
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💰 **Pricing:**
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- Free tier available
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- Paid plans for unlimited usage
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- [View pricing details](https://www.qodo.ai/pricing/)
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**👨💻 Developer Recommendation:** Start with PR-Agent if you want to experiment, customize heavily, or have specific self-hosting requirements. Choose Qodo Merge if you want to focus on coding rather than tool maintenance.
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## Getting Started
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### 🚀 Quick Start for PR-Agent (Open Source)
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#### 1. Try it Instantly (No Setup)
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Test PR-Agent on any public GitHub repository by commenting `@CodiumAI-Agent /improve`
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#### 2. GitHub Action (Recommended)
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Add automated PR reviews to your repository with a simple workflow file:
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```yaml
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# .github/workflows/pr-agent.yml
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name: PR Agent
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on:
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pull_request:
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types: [opened, synchronize]
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jobs:
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pr_agent_job:
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runs-on: ubuntu-latest
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steps:
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- name: PR Agent action step
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uses: Codium-ai/pr-agent@main
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env:
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OPENAI_KEY: ${{ secrets.OPENAI_KEY }}
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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```
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[Full GitHub Action setup guide](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action)
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#### 3. CLI Usage (Local Development)
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Run PR-Agent locally on your repository:
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```bash
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pip install pr-agent
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export OPENAI_KEY=your_key_here
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pr-agent --pr_url https://github.com/owner/repo/pull/123 review
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```
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[Complete CLI setup guide](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#local-repo-cli)
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#### 4. Other Platforms
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- [GitLab webhook setup](https://qodo-merge-docs.qodo.ai/installation/gitlab/)
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- [BitBucket app installation](https://qodo-merge-docs.qodo.ai/installation/bitbucket/)
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- [Azure DevOps setup](https://qodo-merge-docs.qodo.ai/installation/azure/)
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### 💎 Try Qodo Merge (Zero Setup)
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If you prefer a hosted solution without managing infrastructure:
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1. **[Install Qodo Merge GitHub App](https://github.com/marketplace/qodo-merge-pro)** (2 minutes)
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2. **[FREE for Open Source](https://github.com/marketplace/qodo-merge-pro-for-open-source)**: Full features, zero cost for public repos
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3. **Free Tier**: 75 PR reviews/month for private repos
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4. **[View Plans & Pricing](https://www.qodo.ai/pricing/)**
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[Complete Qodo Merge setup guide](https://qodo-merge-docs.qodo.ai/installation/qodo_merge/)
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### 💻 Local IDE Integration
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Receive automatic feedback in your IDE after each commit: [Qodo Merge post-commit agent](https://github.com/qodo-ai/agents/tree/main/agents/qodo-merge-post-commit)
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[//]: # (## News and Updates)
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[//]: # ()
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[//]: # (## Aug 8, 2025)
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[//]: # ()
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[//]: # (Added full support for GPT-5 models. View the [benchmark results](https://qodo-merge-docs.qodo.ai/pr_benchmark/#pr-benchmark-results) for details on the performance of GPT-5 models in PR-Agent.)
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[//]: # ()
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[//]: # ()
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[//]: # (## Jul 17, 2025)
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[//]: # ()
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[//]: # (Introducing `/compliance`, a new Qodo Merge 💎 tool that runs comprehensive checks for security, ticket requirements, codebase duplication, and custom organizational rules. )
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[//]: # ()
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[//]: # (<img width="384" alt="compliance-image" src="https://codium.ai/images/pr_agent/compliance_partial.png"/>)
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[//]: # ()
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[//]: # (Read more about it [here](https://qodo-merge-docs.qodo.ai/tools/compliance/))
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[//]: # ()
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[//]: # ()
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[//]: # (## Jul 1, 2025)
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[//]: # (You can now receive automatic feedback from Qodo Merge in your local IDE after each commit. Read more about it [here](https://github.com/qodo-ai/agents/tree/main/agents/qodo-merge-post-commit).)
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[//]: # ()
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[//]: # ()
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[//]: # (## Jun 21, 2025)
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[//]: # ()
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[//]: # (v0.30 was [released](https://github.com/qodo-ai/pr-agent/releases))
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[//]: # ()
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[//]: # ()
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[//]: # (## Jun 3, 2025)
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[//]: # ()
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[//]: # (Qodo Merge now offers a simplified free tier 💎.)
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[//]: # (Organizations can use Qodo Merge at no cost, with a [monthly limit](https://qodo-merge-docs.qodo.ai/installation/qodo_merge/#cloud-users) of 75 PR reviews per organization.)
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[//]: # ()
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[//]: # ()
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[//]: # (## Apr 30, 2025)
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[//]: # ()
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[//]: # (A new feature is now available in the `/improve` tool for Qodo Merge 💎 - Chat on code suggestions.)
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[//]: # ()
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[//]: # (<img width="512" alt="image" src="https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_ask.png" />)
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[//]: # ()
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[//]: # (Read more about it [here](https://qodo-merge-docs.qodo.ai/tools/improve/#chat-on-code-suggestions).)
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[//]: # ()
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[//]: # ()
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[//]: # (## Apr 16, 2025)
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[//]: # ()
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[//]: # (New tool for Qodo Merge 💎 - `/scan_repo_discussions`.)
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[//]: # ()
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[//]: # (<img width="635" alt="image" src="https://codium.ai/images/pr_agent/scan_repo_discussions_2.png" />)
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[//]: # ()
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[//]: # (Read more about it [here](https://qodo-merge-docs.qodo.ai/tools/scan_repo_discussions/).)
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## Why Use PR-Agent?
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### 🎯 Built for Real Development Teams
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**Fast & Affordable**: Each tool (`/review`, `/improve`, `/ask`) uses a single LLM call (~30 seconds, low cost)
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**Handles Any PR Size**: Our [PR Compression strategy](https://qodo-merge-docs.qodo.ai/core-abilities/#pr-compression-strategy) effectively processes both small and large PRs
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**Highly Customizable**: JSON-based prompting allows easy customization of review categories and behavior via [configuration files](pr_agent/settings/configuration.toml)
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**Platform Agnostic**:
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- **Git Providers**: GitHub, GitLab, BitBucket, Azure DevOps, Gitea
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- **Deployment**: CLI, GitHub Actions, Docker, self-hosted, webhooks
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- **AI Models**: OpenAI GPT, Claude, Deepseek, and more
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**Open Source Benefits**:
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- Full control over your data and infrastructure
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- Customize prompts and behavior for your team's needs
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- No vendor lock-in
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- Community-driven development
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## Features
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<div style="text-align:left;">
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PR-Agent and Qodo Merge offer comprehensive pull request functionalities integrated with various git providers:
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| | | GitHub | GitLab | Bitbucket | Azure DevOps | Gitea |
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|---------------------------------------------------------|----------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|:-----:|
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| [TOOLS](https://qodo-merge-docs.qodo.ai/tools/) | [Describe](https://qodo-merge-docs.qodo.ai/tools/describe/) | ✅ | ✅ | ✅ | ✅ | ✅ |
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| | [Review](https://qodo-merge-docs.qodo.ai/tools/review/) | ✅ | ✅ | ✅ | ✅ | ✅ |
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| | [Improve](https://qodo-merge-docs.qodo.ai/tools/improve/) | ✅ | ✅ | ✅ | ✅ | ✅ |
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| | [Ask](https://qodo-merge-docs.qodo.ai/tools/ask/) | ✅ | ✅ | ✅ | ✅ | |
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| | ⮑ [Ask on code lines](https://qodo-merge-docs.qodo.ai/tools/ask/#ask-lines) | ✅ | ✅ | | | |
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| | [Help Docs](https://qodo-merge-docs.qodo.ai/tools/help_docs/?h=auto#auto-approval) | ✅ | ✅ | ✅ | | |
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| | [Update CHANGELOG](https://qodo-merge-docs.qodo.ai/tools/update_changelog/) | ✅ | ✅ | ✅ | ✅ | |
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| | [Add Documentation](https://qodo-merge-docs.qodo.ai/tools/documentation/) 💎 | ✅ | ✅ | | | |
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| | [Analyze](https://qodo-merge-docs.qodo.ai/tools/analyze/) 💎 | ✅ | ✅ | | | |
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| | [Auto-Approve](https://qodo-merge-docs.qodo.ai/tools/improve/?h=auto#auto-approval) 💎 | ✅ | ✅ | ✅ | | |
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| | [CI Feedback](https://qodo-merge-docs.qodo.ai/tools/ci_feedback/) 💎 | ✅ | | | | |
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| | [Compliance](https://qodo-merge-docs.qodo.ai/tools/compliance/) 💎 | ✅ | ✅ | ✅ | | |
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| | [Custom Prompt](https://qodo-merge-docs.qodo.ai/tools/custom_prompt/) 💎 | ✅ | ✅ | ✅ | | |
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| | [Generate Custom Labels](https://qodo-merge-docs.qodo.ai/tools/custom_labels/) 💎 | ✅ | ✅ | | | |
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| | [Generate Tests](https://qodo-merge-docs.qodo.ai/tools/test/) 💎 | ✅ | ✅ | | | |
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| | [Implement](https://qodo-merge-docs.qodo.ai/tools/implement/) 💎 | ✅ | ✅ | ✅ | | |
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| | [Scan Repo Discussions](https://qodo-merge-docs.qodo.ai/tools/scan_repo_discussions/) 💎 | ✅ | | | | |
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| | [Similar Code](https://qodo-merge-docs.qodo.ai/tools/similar_code/) 💎 | ✅ | | | | |
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| | [Utilizing Best Practices](https://qodo-merge-docs.qodo.ai/tools/improve/#best-practices) 💎 | ✅ | ✅ | ✅ | | |
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| | [PR Chat](https://qodo-merge-docs.qodo.ai/chrome-extension/features/#pr-chat) 💎 | ✅ | | | | |
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| | [PR to Ticket](https://qodo-merge-docs.qodo.ai/tools/pr_to_ticket/) 💎 | ✅ | ✅ | ✅ | | |
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| | [Suggestion Tracking](https://qodo-merge-docs.qodo.ai/tools/improve/#suggestion-tracking) 💎 | ✅ | ✅ | | | |
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| | | | | | | |
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| [USAGE](https://qodo-merge-docs.qodo.ai/usage-guide/) | [CLI](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#local-repo-cli) | ✅ | ✅ | ✅ | ✅ | ✅ |
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| | [App / webhook](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#github-app) | ✅ | ✅ | ✅ | ✅ | ✅ |
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| | [Tagging bot](https://github.com/Codium-ai/pr-agent#try-it-now) | ✅ | | | | |
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| | [Actions](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action) | ✅ | ✅ | ✅ | ✅ | |
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| | | | | | | |
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| [CORE](https://qodo-merge-docs.qodo.ai/core-abilities/) | [Adaptive and token-aware file patch fitting](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/) | ✅ | ✅ | ✅ | ✅ | |
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| | [Auto Best Practices 💎](https://qodo-merge-docs.qodo.ai/core-abilities/auto_best_practices/) | ✅ | | | | |
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| | [Chat on code suggestions](https://qodo-merge-docs.qodo.ai/core-abilities/chat_on_code_suggestions/) | ✅ | ✅ | | | |
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| | [Code Validation 💎](https://qodo-merge-docs.qodo.ai/core-abilities/code_validation/) | ✅ | ✅ | ✅ | ✅ | |
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| | [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/) | ✅ | ✅ | ✅ | ✅ | |
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| | [Fetching ticket context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/) | ✅ | ✅ | ✅ | | |
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| | [Global and wiki configurations](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/) 💎 | ✅ | ✅ | ✅ | | |
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| | [Impact Evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) 💎 | ✅ | ✅ | | | |
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| | [Incremental Update](https://qodo-merge-docs.qodo.ai/core-abilities/incremental_update/) | ✅ | | | | |
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| | [Interactivity](https://qodo-merge-docs.qodo.ai/core-abilities/interactivity/) | ✅ | ✅ | | | |
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| | [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/) | ✅ | ✅ | ✅ | ✅ | |
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| | [Multiple models support](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/) | ✅ | ✅ | ✅ | ✅ | |
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| | [PR compression](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/) | ✅ | ✅ | ✅ | ✅ | |
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| | [PR interactive actions](https://www.qodo.ai/images/pr_agent/pr-actions.mp4) 💎 | ✅ | ✅ | | | |
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| | [RAG context enrichment](https://qodo-merge-docs.qodo.ai/core-abilities/rag_context_enrichment/) | ✅ | | ✅ | | |
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| | [Self reflection](https://qodo-merge-docs.qodo.ai/core-abilities/self_reflection/) | ✅ | ✅ | ✅ | ✅ | |
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| | [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/) 💎 | ✅ | ✅ | | | |
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- 💎 means this feature is available only in [Qodo Merge](https://www.qodo.ai/pricing/)
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[//]: # (- Support for additional git providers is described in [here](./docs/Full_environments.md))
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___
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## See It in Action
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</div>
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<h4><a href="https://github.com/Codium-ai/pr-agent/pull/530">/describe</a></h4>
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<div align="center">
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<p float="center">
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<img src="https://www.codium.ai/images/pr_agent/describe_new_short_main.png" width="512">
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</p>
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</div>
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<hr>
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<h4><a href="https://github.com/Codium-ai/pr-agent/pull/732#issuecomment-1975099151">/review</a></h4>
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<div align="center">
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<p float="center">
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<kbd>
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<img src="https://www.codium.ai/images/pr_agent/review_new_short_main.png" width="512">
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</kbd>
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</p>
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</div>
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<hr>
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<h4><a href="https://github.com/Codium-ai/pr-agent/pull/732#issuecomment-1975099159">/improve</a></h4>
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<div align="center">
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<p float="center">
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<kbd>
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<img src="https://www.codium.ai/images/pr_agent/improve_new_short_main.png" width="512">
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</kbd>
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</p>
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</div>
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<div align="left">
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</div>
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<hr>
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## Try It Now
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Try the GPT-5 powered PR-Agent instantly on _your public GitHub repository_. Just mention `@CodiumAI-Agent` and add the desired command in any PR comment. The agent will generate a response based on your command.
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For example, add a comment to any pull request with the following text:
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```
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@CodiumAI-Agent /review
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```
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and the agent will respond with a review of your PR.
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Note that this is a promotional bot, suitable only for initial experimentation.
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It does not have 'edit' access to your repo, for example, so it cannot update the PR description or add labels (`@CodiumAI-Agent /describe` will publish PR description as a comment). In addition, the bot cannot be used on private repositories, as it does not have access to the files there.
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---
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## Qodo Merge 💎
|
||
|
||
[Qodo Merge](https://www.qodo.ai/pricing/) is a separate, enterprise-grade product that originated from the open-source PR-Agent.
|
||
|
||
### Key Differences from Open Source PR-Agent:
|
||
|
||
**Infrastructure & Management:**
|
||
- Fully managed hosting and automatic updates
|
||
- Zero-setup installation (GitHub/GitLab/BitBucket app)
|
||
- No need to manage API keys or infrastructure
|
||
|
||
**Enhanced Privacy:**
|
||
- Zero data retention policy
|
||
- No data used for model training
|
||
- Enterprise-grade security
|
||
|
||
**Additional Features:**
|
||
- Advanced code suggestions with tracking
|
||
- CI feedback analysis
|
||
- Custom prompts and labels
|
||
- Static code analysis integration
|
||
- Priority support
|
||
|
||
**Pricing:**
|
||
- Free tier: 75 PR reviews/month per organization
|
||
- Paid plans for unlimited usage
|
||
- Free for open source projects
|
||
|
||
See [complete feature comparison](https://qodo-merge-docs.qodo.ai/overview/pr_agent_pro/) for detailed differences.
|
||
|
||
## How It Works
|
||
|
||
The following diagram illustrates PR-Agent tools and their flow:
|
||
|
||
|
||
|
||
Check out the [PR Compression strategy](https://qodo-merge-docs.qodo.ai/core-abilities/#pr-compression-strategy) page for more details on how we convert a code diff to a manageable LLM prompt
|
||
|
||
## Data Privacy
|
||
|
||
### 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
|
||
|
||
### Qodo-hosted Qodo Merge 💎
|
||
|
||
- When using Qodo Merge 💎, hosted by Qodo, 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, Qodo-hosted Qodo Merge will use Qodo’s proprietary models — if this is the case, you will be notified.
|
||
|
||
- No passive collection of Code and Pull Requests’ data — Qodo Merge 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.
|
||
|
||
### Qodo Merge Chrome extension
|
||
|
||
- The [Qodo Merge Chrome extension](https://chromewebstore.google.com/detail/qodo-merge-ai-powered-cod/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 Qodo-Merge.
|
||
|
||
## Contributing
|
||
|
||
To contribute to the project, get started by reading our [Contributing Guide](https://github.com/qodo-ai/pr-agent/blob/b09eec265ef7d36c232063f76553efb6b53979ff/CONTRIBUTING.md).
|
||
|
||
## Links
|
||
|
||
- Discord community: https://discord.com/invite/SgSxuQ65GF
|
||
- Qodo site: https://www.qodo.ai/
|
||
- Blog: https://www.qodo.ai/blog/
|
||
- Troubleshooting: https://www.qodo.ai/blog/technical-faq-and-troubleshooting/
|
||
- Support: support@qodo.ai
|