Skip to main content

AI-powered code review agent for CI/CD pipelines

Project description

AI ReviewBot

PyPI version Python 3.13+ License Tests codecov

AI-powered code review tool for GitHub and GitLab that provides intelligent feedback with inline suggestions and one-click "Apply" button.

📚 Documentation🚀 Quick Start🛒 GitHub Marketplace


✨ Features

  • 🤖 AI-Powered Analysis — Uses Google Gemini for deep code understanding
  • 💡 Inline Suggestions — Comments directly on code lines with GitHub's "Apply suggestion" button
  • 🔒 Security Focus — Identifies vulnerabilities with severity levels (Critical, Warning, Info)
  • 🌍 Multi-Language — Responds in your PR/MR language (adaptive mode)
  • Good Practices — Highlights what you're doing right, not just issues
  • 📊 Transparent Metrics — Shows tokens, latency, and estimated cost
  • 🦊 GitHub & GitLab — Native support for both platforms

🚀 Quick Start

GitHub Actions (Recommended)

# .github/workflows/ai-review.yml
name: AI Code Review

on:
  pull_request:
    types: [opened, synchronize]

jobs:
  review:
    runs-on: ubuntu-latest
    permissions:
      contents: read
      pull-requests: write

    steps:
      - uses: KonstZiv/ai-code-reviewer@v1
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          google_api_key: ${{ secrets.GOOGLE_API_KEY }}

GitLab CI

# .gitlab-ci.yml
ai-review:
  image: ghcr.io/konstziv/ai-code-reviewer:1
  script:
    - ai-review
  rules:
    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
  variables:
    GOOGLE_API_KEY: $GOOGLE_API_KEY
    GITLAB_TOKEN: $GITLAB_TOKEN  # Project Access Token with 'api' scope

PyPI

pip install ai-reviewbot

# Set environment variables
export GOOGLE_API_KEY="your-key"
export GITHUB_TOKEN="your-token"

# Run review
ai-review --repo owner/repo --pr 123

Docker

# DockerHub
docker pull koszivdocker/ai-reviewbot:1

# GitHub Container Registry
docker pull ghcr.io/konstziv/ai-code-reviewer:1

📖 Documentation

Full documentation available in 6 languages:

Language Link
🇬🇧 English Documentation
🇺🇦 Українська Документація
🇩🇪 Deutsch Dokumentation
🇪🇸 Español Documentación
🇲🇪 Crnogorski Dokumentacija
🇮🇹 Italiano Documentazione

⚙️ Configuration

Variable Default Description
GOOGLE_API_KEY Required. Google Gemini API key
GITHUB_TOKEN GitHub token (for GitHub)
GITLAB_TOKEN GitLab token (for GitLab)
LANGUAGE en Response language (ISO 639 code)
LANGUAGE_MODE adaptive adaptive (detect from PR) or fixed
GEMINI_MODEL gemini-2.5-flash Gemini model to use
LOG_LEVEL INFO Logging level

See Configuration Guide for all options.

🎯 Example Output

The reviewer provides structured feedback with inline suggestions:

Summary Comment

🤖 AI Code Review

📊 Summary — Found 2 issues and 1 good practice.

Category Critical Warning Info
Security 1 0 0
Code Quality 0 1 0

✨ Good Practices — Excellent error handling in api/handlers.py


⏱️ 1.2s | 🪙 1,540 tokens | 💰 ~$0.002

Inline Comment with "Apply" Button

⚠️ SQL Injection Risk

User input is concatenated directly into SQL query.

cursor.execute("SELECT * FROM users WHERE id = ?", (user_id,))

💡 Why this matters: SQL injection allows attackers to execute arbitrary SQL commands. Always use parameterized queries.

📚 Learn more

🛠️ Development

# Clone repository
git clone https://github.com/KonstZiv/ai-code-reviewer.git
cd ai-code-reviewer

# Install dependencies with uv
uv sync --all-groups

# Run tests
uv run pytest

# Run linters
uv run ruff check .
uv run mypy src/

# Build documentation
uv run mkdocs serve

📦 Installation Options

Method Command Best For
GitHub Action uses: KonstZiv/ai-code-reviewer@v1 GitHub projects
Docker docker pull koszivdocker/ai-reviewbot GitLab CI
PyPI pip install ai-reviewbot Local testing

💰 Cost Estimate

Using Gemini 2.5 Flash:

  • Input: $0.075 / 1M tokens
  • Output: $0.30 / 1M tokens
  • Average review: ~$0.002 (1,500 tokens)

100 reviews/month ≈ $0.20

📄 License

Apache 2.0 — See LICENSE for details.

🤝 Contributing

Contributions are welcome! See Contributing Guide.

📬 Support


Made with ❤️ by Kostyantin Zivenko

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ai_reviewbot-1.0.0a8.tar.gz (356.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

ai_reviewbot-1.0.0a8-py3-none-any.whl (55.4 kB view details)

Uploaded Python 3

File details

Details for the file ai_reviewbot-1.0.0a8.tar.gz.

File metadata

  • Download URL: ai_reviewbot-1.0.0a8.tar.gz
  • Upload date:
  • Size: 356.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for ai_reviewbot-1.0.0a8.tar.gz
Algorithm Hash digest
SHA256 e25c8fd46829cf8f7867ea9a3b806f1920b7e489e2a93ab530124313684af51f
MD5 408561cf8448d83d9489b85f23396cd1
BLAKE2b-256 8768360f279b785ccecbdbfee7f23a815dc3d11ede1cf2e147ae56547036a4c5

See more details on using hashes here.

Provenance

The following attestation bundles were made for ai_reviewbot-1.0.0a8.tar.gz:

Publisher: release.yml on KonstZiv/ai-code-reviewer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ai_reviewbot-1.0.0a8-py3-none-any.whl.

File metadata

  • Download URL: ai_reviewbot-1.0.0a8-py3-none-any.whl
  • Upload date:
  • Size: 55.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for ai_reviewbot-1.0.0a8-py3-none-any.whl
Algorithm Hash digest
SHA256 0b9f25fa20f387afc31eeaefe1acfa3aee9969fff7e928683a33be37f5c7a0bd
MD5 8533f1f928c2cfee65af55a53c1574bf
BLAKE2b-256 18fa7ac64207e9465893b000fb2eae86886bf69e8fc60111548a4d885b473e21

See more details on using hashes here.

Provenance

The following attestation bundles were made for ai_reviewbot-1.0.0a8-py3-none-any.whl:

Publisher: release.yml on KonstZiv/ai-code-reviewer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page