init

backend/.env.example

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+# Ollama Configuration
+OLLAMA_BASE_URL=http://localhost:11434
+# OLLAMA_MODEL=codellama:7b
+OLLAMA_MODEL=qwen3:8b
+
+# Database
+DATABASE_URL=sqlite+aiosqlite:///./review.db
+
+# Security - сгенерированные ключи
+SECRET_KEY=a1b2c3d4e5f6g7h8i9j0k1l2m3n4o5p6q7r8s9t0u1v2w3x4y5z6a7b8c9d0e1f2
+ENCRYPTION_KEY=z9y8x7w6v5u4t3s2r1q0p9o8n7m6l5k4j3i2h1g0f9e8d7c6b5a4z3y2x1w0v9u8
+
+# Server
+HOST=0.0.0.0
+PORT=8000
+DEBUG=True
+
+# CORS - можно указать через запятую
+CORS_ORIGINS=http://localhost:5173,http://localhost:3000

backend/README.md

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+# AI Review Backend
+
+FastAPI backend для AI Code Review Agent с поддержкой LangGraph и Ollama.
+
+## Установка
+
+```bash
+# Создайте виртуальное окружение
+python -m venv venv
+source venv/bin/activate  # Windows: venv\Scripts\activate
+
+# Установите зависимости
+pip install -r requirements.txt
+```
+
+## Настройка
+
+Создайте `.env` файл из примера:
+
+```bash
+cp .env.example .env
+```
+
+Отредактируйте `.env`:
+
+```env
+# Ollama - убедитесь что Ollama запущен
+OLLAMA_BASE_URL=http://localhost:11434
+OLLAMA_MODEL=codellama
+
+# Database
+DATABASE_URL=sqlite+aiosqlite:///./review.db
+
+# Security - сгенерируйте случайные строки!
+SECRET_KEY=your-secret-key-here
+ENCRYPTION_KEY=your-encryption-key-here
+
+# Server
+HOST=0.0.0.0
+PORT=8000
+DEBUG=True
+
+# CORS
+CORS_ORIGINS=http://localhost:5173
+```
+
+## Запуск
+
+```bash
+# Запуск сервера
+uvicorn app.main:app --reload --host 0.0.0.0 --port 8000
+
+# Или через Python
+python -m app.main
+```
+
+API будет доступен на `http://localhost:8000`
+
+Swagger документация: `http://localhost:8000/docs`
+
+## Структура
+
+```
+app/
+├── agents/         # LangGraph агенты
+│   ├── reviewer.py   # Основной агент
+│   ├── prompts.py    # Промпты для LLM
+│   └── tools.py      # Инструменты агента
+├── api/            # FastAPI endpoints
+│   ├── repositories.py
+│   ├── reviews.py
+│   └── webhooks.py
+├── models/         # SQLAlchemy модели
+│   ├── repository.py
+│   ├── pull_request.py
+│   ├── review.py
+│   └── comment.py
+├── schemas/        # Pydantic схемы
+├── services/       # Git платформы (Gitea, GitHub, Bitbucket)
+├── webhooks/       # Webhook обработчики
+├── config.py       # Конфигурация
+├── database.py     # Database setup
+└── main.py         # FastAPI приложение
+```
+
+## API Endpoints
+
+### Repositories
+- `GET /api/repositories` - список
+- `POST /api/repositories` - создать
+- `PUT /api/repositories/{id}` - обновить
+- `DELETE /api/repositories/{id}` - удалить
+
+### Reviews
+- `GET /api/reviews` - список с фильтрами
+- `GET /api/reviews/{id}` - детали
+- `POST /api/reviews/{id}/retry` - повторить
+- `GET /api/reviews/stats/dashboard` - статистика
+
+### Webhooks
+- `POST /api/webhooks/gitea/{repo_id}`
+- `POST /api/webhooks/github/{repo_id}`
+- `POST /api/webhooks/bitbucket/{repo_id}`
+
+### WebSocket
+- `ws://localhost:8000/ws/reviews` - real-time
+
+## Разработка
+
+### Тестирование API
+
+```bash
+# Используйте Swagger UI
+open http://localhost:8000/docs
+
+# Или curl
+curl http://localhost:8000/health
+```
+
+### База данных
+
+База данных создается автоматически при первом запуске (SQLite).
+
+Для production рекомендуется PostgreSQL:
+
+```env
+DATABASE_URL=postgresql+asyncpg://user:pass@localhost/dbname
+```
+
+## Зависимости
+
+Основные пакеты:
+- `fastapi` - веб-фреймворк
+- `sqlalchemy` - ORM
+- `langchain` - LLM фреймворк
+- `langgraph` - граф агентов
+- `httpx` - HTTP клиент
+- `cryptography` - шифрование
+
+См. `requirements.txt` для полного списка.
+

backend/app/__init__.py

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+"""AI Code Review Agent Backend"""
+
+__version__ = "0.1.0"
+

backend/app/agents/__init__.py

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+"""LangGraph agents for code review"""
+
+from app.agents.reviewer import ReviewerAgent
+
+__all__ = ["ReviewerAgent"]
+

backend/app/agents/prompts.py

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+"""Prompts for AI code reviewer"""
+
+SYSTEM_PROMPT = """Ты строгий и внимательный code reviewer с многолетним опытом. Твоя задача - тщательно анализировать код и находить ВСЕ проблемы.
+
+ОБЯЗАТЕЛЬНО проверяй:
+1. **Синтаксические ошибки** - опечатки, незакрытые скобки, некорректный синтаксис языка
+2. **Потенциальные баги** - логические ошибки, неправильная обработка исключений, проблемы с null/undefined
+3. **Проблемы безопасности** - SQL injection, XSS, небезопасное использование eval, утечки данных
+4. **Нарушения best practices** - неправильное использование React (key prop, hooks), плохие названия переменных
+5. **Проблемы производительности** - неэффективные алгоритмы, лишние ререндеры, утечки памяти
+6. **Читаемость кода** - сложная логика, отсутствие обработки ошибок
+
+Особое внимание:
+- В React: правильность использования key, hooks rules, JSX syntax
+- Опечатки в строковых константах (API paths, Content-Type headers)
+- Незакрытые/лишние скобки в JSX и JavaScript
+- Несоответствие кода описанию в PR
+
+Для каждой проблемы укажи:
+- Номер строки
+- Уровень серьезности: ERROR (критично), WARNING (важно), INFO (рекомендация)
+- Что не так
+- Как исправить
+
+Будь требовательным! Даже мелкие опечатки могут сломать продакшн."""
+
+
+CODE_REVIEW_PROMPT = """Проанализируй следующий код из файла `{file_path}`:
+
+```{language}
+{code}
+```
+
+Контекст: это изменения в Pull Request.
+{patch_info}
+
+Найди проблемы и предложи улучшения. Для каждой проблемы укажи:
+1. Номер строки
+2. Уровень: INFO, WARNING или ERROR
+3. Описание проблемы
+4. Рекомендация
+
+Ответ дай в формате JSON:
+{{
+  "comments": [
+    {{
+      "line": <номер_строки>,
+      "severity": "INFO|WARNING|ERROR",
+      "message": "описание проблемы и рекомендация"
+    }}
+  ]
+}}
+
+Если проблем нет, верни пустой массив comments."""
+
+
+DIFF_REVIEW_PROMPT = """Ты СТРОГИЙ code reviewer. Твоя задача - найти ВСЕ ошибки в коде.
+{pr_context}
+Анализируй изменения в файле `{file_path}`:
+
+```diff
+{diff}
+```
+
+ПОШАГОВЫЙ АНАЛИЗ каждой строки с +:
+
+Шаг 1: ЧИТАЙ КАЖДУЮ СТРОКУ с + внимательно
+Шаг 2: ПРОВЕРЬ каждую строку на:
+   a) ОПЕЧАТКИ - неправильные слова, typos
+   b) СИНТАКСИС - скобки, кавычки, запятые
+   c) ЛОГИКА - правильность кода
+   d) REACT ПРАВИЛА - key, hooks, JSX
+
+Шаг 3: НАЙДИ ошибки (даже мелкие!)
+
+КОНКРЕТНЫЕ ПРИМЕРЫ ОШИБОК (ОБЯЗАТЕЛЬНО ИЩИ ТАКИЕ):
+
+❌ ОПЕЧАТКИ В СТРОКАХ:
+'Content-Type': 'shmapplication/json'  // ОШИБКА! должно быть 'application/json'
+const url = 'htps://example.com'  // ОШИБКА! должно быть 'https'
+
+❌ НЕЗАКРЫТЫЕ СКОБКИ:
+{{condition && (<div>text</div>}}  // ОШИБКА! пропущена )
+<span>{{text</span>  // ОШИБКА! пропущена }}
+
+❌ НЕПРАВИЛЬНЫЙ KEY В REACT:
+<div>
+  <Item>  // ОШИБКА! key должен быть ЗДЕСЬ
+    <img key={{id}} />  // а не здесь
+  </Item>
+</div>
+
+❌ УДАЛЕНИЕ KEY:
+-<Item key={{id}}>  // ОШИБКА! удалили key
++<Item>
+
+❌ НЕСООТВЕТСТВИЕ ОПИСАНИЮ PR:
+Описание PR: "Добавление функционала редактирования аватара"
+Код: меняет Content-Type на 'shmapplication/json'  // ОШИБКА! не связано с аватарами
+
+ОБЯЗАТЕЛЬНО ПРОВЕРЬ:
+1. СООТВЕТСТВИЕ ОПИСАНИЮ PR - делает ли код то что написано в описании?
+2. Все строки в кавычках - нет ли опечаток?
+3. Все скобки - все ли закрыты?
+4. Все JSX элементы - правильно ли?
+5. React key - на правильном элементе?
+
+{format_instructions}
+
+ВАЖНО: 
+1. ТОЛЬКО JSON в ответе!
+2. НЕ ПИШИ "Thank you" или другой текст
+3. Даже мелкая опечатка - это ERROR!
+4. Если проблем НЕТ: {{"comments": []}}
+
+Структура ответа:
+{{
+  "comments": [
+    {{
+      "line": 58,
+      "severity": "ERROR",
+      "message": "Опечатка в строке: 'shmapplication/json' должно быть 'application/json'"
+    }}
+  ]
+}}"""
+
+
+SUMMARY_PROMPT = """На основе всех найденных проблем в PR создай краткое резюме ревью.
+
+Найденные проблемы:
+{issues_summary}
+
+Создай краткое резюме (2-3 предложения), которое:
+- Указывает общее количество найденных проблем по уровням серьезности
+- Выделяет наиболее критичные моменты
+- Дает общую оценку качества кода
+
+Ответ верни в виде текста без форматирования."""
+

backend/app/agents/reviewer.py

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+"""Main reviewer agent using LangGraph"""
+
+from typing import TypedDict, List, Dict, Any, Optional
+from langgraph.graph import StateGraph, END
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import select
+
+from app.agents.tools import CodeAnalyzer, detect_language, should_review_file
+from app.agents.prompts import SYSTEM_PROMPT, SUMMARY_PROMPT
+from app.models import Review, Comment, PullRequest, Repository
+from app.models.review import ReviewStatusEnum
+from app.models.comment import SeverityEnum
+from app.services import GiteaService, GitHubService, BitbucketService
+from app.services.base import BaseGitService
+from app.config import settings
+
+
+class ReviewState(TypedDict):
+    """State for the review workflow"""
+    review_id: int
+    pr_number: int
+    repository_id: int
+    status: str
+    files: List[Dict[str, Any]]
+    analyzed_files: List[str]
+    comments: List[Dict[str, Any]]
+    error: Optional[str]
+    git_service: Optional[BaseGitService]
+
+
+class ReviewerAgent:
+    """Agent for reviewing code using LangGraph"""
+    
+    def __init__(self, db: AsyncSession):
+        self.db = db
+        self.analyzer = CodeAnalyzer(
+            ollama_base_url=settings.ollama_base_url,
+            model=settings.ollama_model
+        )
+        self.graph = self._build_graph()
+    
+    def _build_graph(self) -> StateGraph:
+        """Build the LangGraph workflow"""
+        workflow = StateGraph(ReviewState)
+        
+        # Add nodes
+        workflow.add_node("fetch_pr_info", self.fetch_pr_info)
+        workflow.add_node("fetch_files", self.fetch_files)
+        workflow.add_node("analyze_files", self.analyze_files)
+        workflow.add_node("post_comments", self.post_comments)
+        workflow.add_node("complete_review", self.complete_review)
+        
+        # Set entry point
+        workflow.set_entry_point("fetch_pr_info")
+        
+        # Add edges
+        workflow.add_edge("fetch_pr_info", "fetch_files")
+        workflow.add_edge("fetch_files", "analyze_files")
+        workflow.add_edge("analyze_files", "post_comments")
+        workflow.add_edge("post_comments", "complete_review")
+        workflow.add_edge("complete_review", END)
+        
+        return workflow.compile()
+    
+    def _remove_think_blocks(self, text: str) -> str:
+        """Remove <think>...</think> blocks from text"""
+        import re
+        # Remove <think> blocks
+        text = re.sub(r'<think>.*?</think>', '', text, flags=re.DOTALL | re.IGNORECASE)
+        # Remove extra whitespace
+        text = re.sub(r'\n\n+', '\n\n', text)
+        return text.strip()
+    
+    def _escape_html_in_text(self, text: str) -> str:
+        """Escape HTML tags in text to prevent Markdown from hiding them
+        
+        Wraps code-like content (anything with < >) in backticks.
+        """
+        import re
+        
+        # Pattern to find HTML-like tags (e.g., <CharacterItem>, <img>)
+        # We want to wrap them in backticks so they display correctly
+        def replace_tag(match):
+            tag = match.group(0)
+            # If it's already in backticks or code block, skip
+            return f"`{tag}`"
+        
+        # Find all <...> patterns and wrap them
+        text = re.sub(r'<[^>]+>', replace_tag, text)
+        
+        return text
+    
+    def _get_git_service(self, repository: Repository) -> BaseGitService:
+        """Get appropriate Git service for repository"""
+        from app.utils import decrypt_token
+        from app.config import settings
+        
+        # Parse repository URL to get owner and name
+        # Assuming URL format: https://git.example.com/owner/repo
+        parts = repository.url.rstrip('/').split('/')
+        repo_name = parts[-1].replace('.git', '')
+        repo_owner = parts[-2]
+        
+        base_url = '/'.join(parts[:-2])
+        
+        # Определяем токен: проектный или мастер
+        if repository.api_token:
+            # Используем проектный токен
+            try:
+                decrypted_token = decrypt_token(repository.api_token)
+                print(f"   🔑 Используется проектный токен")
+            except ValueError as e:
+                raise ValueError(f"Не удалось расшифровать API токен для репозитория {repository.name}: {str(e)}")
+        else:
+            # Используем мастер токен
+            platform = repository.platform.value.lower()
+            if platform == "gitea":
+                decrypted_token = settings.master_gitea_token
+            elif platform == "github":
+                decrypted_token = settings.master_github_token
+            elif platform == "bitbucket":
+                decrypted_token = settings.master_bitbucket_token
+            else:
+                raise ValueError(f"Unsupported platform: {repository.platform}")
+            
+            if not decrypted_token:
+                raise ValueError(
+                    f"API токен не указан для репозитория {repository.name} "
+                    f"и мастер токен для {platform} не настроен в .env (MASTER_{platform.upper()}_TOKEN)"
+                )
+            
+            print(f"   🔑 Используется мастер {platform} токен")
+        
+        if repository.platform.value == "gitea":
+            return GiteaService(base_url, decrypted_token, repo_owner, repo_name)
+        elif repository.platform.value == "github":
+            return GitHubService(base_url, decrypted_token, repo_owner, repo_name)
+        elif repository.platform.value == "bitbucket":
+            return BitbucketService(base_url, decrypted_token, repo_owner, repo_name)
+        else:
+            raise ValueError(f"Unsupported platform: {repository.platform}")
+    
+    async def fetch_pr_info(self, state: ReviewState) -> ReviewState:
+        """Fetch PR information"""
+        try:
+            # Update review status
+            result = await self.db.execute(
+                select(Review).where(Review.id == state["review_id"])
+            )
+            review = result.scalar_one()
+            review.status = ReviewStatusEnum.FETCHING
+            await self.db.commit()
+            
+            # Get repository
+            result = await self.db.execute(
+                select(Repository).where(Repository.id == state["repository_id"])
+            )
+            repository = result.scalar_one()
+            
+            # Initialize Git service
+            git_service = self._get_git_service(repository)
+            state["git_service"] = git_service
+            
+            # Fetch PR info
+            pr_info = await git_service.get_pull_request(state["pr_number"])
+            
+            print("\n" + "📋"*40)
+            print("ИНФОРМАЦИЯ О PR")
+            print("📋"*40)
+            print(f"\n📝 Название: {pr_info.title}")
+            print(f"👤 Автор: {pr_info.author}")
+            print(f"🔀 Ветки: {pr_info.source_branch} → {pr_info.target_branch}")
+            print(f"📄 Описание:")
+            print("-" * 80)
+            print(pr_info.description if pr_info.description else "(без описания)")
+            print("-" * 80)
+            print("📋"*40 + "\n")
+            
+            # Store PR info in state
+            state["pr_info"] = {
+                "title": pr_info.title,
+                "description": pr_info.description,
+                "author": pr_info.author,
+                "source_branch": pr_info.source_branch,
+                "target_branch": pr_info.target_branch
+            }
+            
+            state["status"] = "pr_info_fetched"
+            return state
+            
+        except Exception as e:
+            print(f"❌ ОШИБКА в fetch_pr_info: {e}")
+            import traceback
+            traceback.print_exc()
+            state["error"] = str(e)
+            state["status"] = "failed"
+            return state
+    
+    async def fetch_files(self, state: ReviewState) -> ReviewState:
+        """Fetch changed files in PR"""
+        try:
+            git_service = state["git_service"]
+            
+            print("\n" + "📥"*40)
+            print("ПОЛУЧЕНИЕ ФАЙЛОВ ИЗ PR")
+            print("📥"*40)
+            
+            # Get changed files
+            files = await git_service.get_pr_files(state["pr_number"])
+            
+            print(f"\n📊 Получено файлов из API: {len(files)}")
+            for i, f in enumerate(files, 1):
+                print(f"\n  {i}. {f.filename}")
+                print(f"     Status: {f.status}")
+                print(f"     +{f.additions} -{f.deletions}")
+                print(f"     Patch: {'ДА' if f.patch else 'НЕТ'} ({len(f.patch) if f.patch else 0} символов)")
+                if f.patch:
+                    print(f"     Первые 200 символов patch:")
+                    print(f"     {f.patch[:200]}...")
+            
+            # Filter files that should be reviewed
+            reviewable_files = []
+            skipped_files = []
+            
+            for f in files:
+                if should_review_file(f.filename):
+                    reviewable_files.append({
+                        "path": f.filename,
+                        "status": f.status,
+                        "additions": f.additions,
+                        "deletions": f.deletions,
+                        "patch": f.patch,
+                        "language": detect_language(f.filename)
+                    })
+                else:
+                    skipped_files.append(f.filename)
+            
+            print(f"\n✅ Файлов для ревью: {len(reviewable_files)}")
+            for rf in reviewable_files:
+                print(f"   - {rf['path']} ({rf['language']})")
+            
+            if skipped_files:
+                print(f"\n⏭️ Пропущено файлов: {len(skipped_files)}")
+                for sf in skipped_files:
+                    print(f"   - {sf}")
+            
+            print("📥"*40 + "\n")
+            
+            state["files"] = reviewable_files
+            state["status"] = "files_fetched"
+            
+            # Update review
+            result = await self.db.execute(
+                select(Review).where(Review.id == state["review_id"])
+            )
+            review = result.scalar_one()
+            review.status = ReviewStatusEnum.ANALYZING
+            await self.db.commit()
+            
+            return state
+            
+        except Exception as e:
+            print(f"❌ ОШИБКА в fetch_files: {e}")
+            import traceback
+            traceback.print_exc()
+            state["error"] = str(e)
+            state["status"] = "failed"
+            return state
+    
+    async def analyze_files(self, state: ReviewState) -> ReviewState:
+        """Analyze files and generate comments"""
+        try:
+            all_comments = []
+            
+            print("\n" + "🔬"*40)
+            print("НАЧАЛО АНАЛИЗА ФАЙЛОВ")
+            print("🔬"*40)
+            print(f"Файлов для анализа: {len(state['files'])}")
+            
+            for i, file_info in enumerate(state["files"], 1):
+                file_path = file_info["path"]
+                patch = file_info.get("patch")
+                language = file_info.get("language", "text")
+                
+                print(f"\n📂 Файл {i}/{len(state['files'])}: {file_path}")
+                print(f"   Язык: {language}")
+                print(f"   Размер patch: {len(patch) if patch else 0} символов")
+                print(f"   Additions: {file_info.get('additions')}, Deletions: {file_info.get('deletions')}")
+                
+                if not patch or len(patch) < 10:
+                    print(f"   ⚠️ ПРОПУСК: patch пустой или слишком маленький")
+                    continue
+                
+                # Analyze diff with PR context
+                pr_info = state.get("pr_info", {})
+                comments = await self.analyzer.analyze_diff(
+                    file_path=file_path,
+                    diff=patch,
+                    language=language,
+                    pr_title=pr_info.get("title", ""),
+                    pr_description=pr_info.get("description", "")
+                )
+                
+                print(f"   💬 Получено комментариев: {len(comments)}")
+                
+                # Add file path to each comment
+                for comment in comments:
+                    comment["file_path"] = file_path
+                    all_comments.append(comment)
+            
+            print(f"\n✅ ИТОГО комментариев: {len(all_comments)}")
+            print("🔬"*40 + "\n")
+            
+            state["comments"] = all_comments
+            state["status"] = "analyzed"
+            
+            # Update review
+            result = await self.db.execute(
+                select(Review).where(Review.id == state["review_id"])
+            )
+            review = result.scalar_one()
+            review.files_analyzed = len(state["files"])
+            review.status = ReviewStatusEnum.COMMENTING
+            await self.db.commit()
+            
+            return state
+            
+        except Exception as e:
+            print(f"❌ ОШИБКА в analyze_files: {e}")
+            import traceback
+            traceback.print_exc()
+            state["error"] = str(e)
+            state["status"] = "failed"
+            return state
+    
+    async def post_comments(self, state: ReviewState) -> ReviewState:
+        """Post comments to PR"""
+        try:
+            # Save comments to database
+            result = await self.db.execute(
+                select(Review).where(Review.id == state["review_id"])
+            )
+            review = result.scalar_one()
+            
+            db_comments = []
+            for comment_data in state["comments"]:
+                # Фильтруем <think> блоки из сообщения
+                message = comment_data.get("message", "")
+                message = self._remove_think_blocks(message)
+                # Экранируем HTML теги (чтобы они не исчезали в Markdown)
+                message = self._escape_html_in_text(message)
+                
+                comment = Comment(
+                    review_id=review.id,
+                    file_path=comment_data["file_path"],
+                    line_number=comment_data.get("line", 1),
+                    content=message,
+                    severity=SeverityEnum(comment_data.get("severity", "INFO").lower()),
+                    posted=False
+                )
+                self.db.add(comment)
+                db_comments.append({**comment_data, "message": message})
+            
+            await self.db.commit()
+            
+            # Post to Git platform
+            git_service = state["git_service"]
+            pr_info = state.get("pr_info", {})
+            
+            # Generate summary
+            summary = await self.analyzer.generate_summary(
+                all_comments=db_comments,
+                pr_title=pr_info.get("title", ""),
+                pr_description=pr_info.get("description", "")
+            )
+            
+            # Фильтруем <think> блоки из summary
+            summary = self._remove_think_blocks(summary)
+            # Экранируем HTML теги в summary
+            summary = self._escape_html_in_text(summary)
+            
+            if db_comments:
+                # Format comments for API
+                formatted_comments = [
+                    {
+                        "file_path": c["file_path"],
+                        "line_number": c.get("line", 1),
+                        "content": f"**{c.get('severity', 'INFO').upper()}**: {c.get('message', '')}"
+                    }
+                    for c in db_comments
+                ]
+                
+                try:
+                    # Determine review status based on severity
+                    has_errors = any(c.get('severity', '').upper() == 'ERROR' for c in db_comments)
+                    event = "REQUEST_CHANGES" if has_errors else "COMMENT"
+                    
+                    await git_service.create_review(
+                        pr_number=state["pr_number"],
+                        comments=formatted_comments,
+                        body=summary,
+                        event=event
+                    )
+                    
+                    # Mark comments as posted
+                    result = await self.db.execute(
+                        select(Comment).where(Comment.review_id == review.id)
+                    )
+                    comments = result.scalars().all()
+                    for comment in comments:
+                        comment.posted = True
+                    await self.db.commit()
+                    
+                except Exception as e:
+                    print(f"Error posting comments to Git platform: {e}")
+                    # Continue even if posting fails
+            else:
+                # No issues found - approve PR
+                try:
+                    await git_service.create_review(
+                        pr_number=state["pr_number"],
+                        comments=[],
+                        body=summary,
+                        event="APPROVE"  # Approve if no issues
+                    )
+                    
+                except Exception as e:
+                    print(f"Error posting approval: {e}")
+            
+            review.comments_generated = len(db_comments)
+            await self.db.commit()
+            
+            state["status"] = "commented"
+            return state
+            
+        except Exception as e:
+            state["error"] = str(e)
+            state["status"] = "failed"
+            return state
+    
+    async def complete_review(self, state: ReviewState) -> ReviewState:
+        """Complete the review"""
+        try:
+            result = await self.db.execute(
+                select(Review).where(Review.id == state["review_id"])
+            )
+            review = result.scalar_one()
+            
+            if state.get("error"):
+                review.status = ReviewStatusEnum.FAILED
+                review.error_message = state["error"]
+            else:
+                review.status = ReviewStatusEnum.COMPLETED
+            
+            from datetime import datetime
+            review.completed_at = datetime.utcnow()
+            await self.db.commit()
+            
+            state["status"] = "completed"
+            return state
+            
+        except Exception as e:
+            state["error"] = str(e)
+            state["status"] = "failed"
+            return state
+    
+    async def run_review(
+        self,
+        review_id: int,
+        pr_number: int,
+        repository_id: int
+    ) -> Dict[str, Any]:
+        """Run the review workflow"""
+        initial_state: ReviewState = {
+            "review_id": review_id,
+            "pr_number": pr_number,
+            "repository_id": repository_id,
+            "status": "pending",
+            "files": [],
+            "analyzed_files": [],
+            "comments": [],
+            "error": None,
+            "git_service": None
+        }
+        
+        final_state = await self.graph.ainvoke(initial_state)
+        return final_state
+

backend/app/agents/tools.py

@@ -0,0 +1,299 @@
+"""Tools for the reviewer agent"""
+
+import json
+import re
+from typing import List, Dict, Any, Optional
+from langchain_ollama import OllamaLLM
+from langchain_core.output_parsers import JsonOutputParser
+from langchain_core.prompts import PromptTemplate
+from app.agents.prompts import DIFF_REVIEW_PROMPT, CODE_REVIEW_PROMPT
+
+
+class CodeAnalyzer:
+    """Tool for analyzing code with Ollama"""
+    
+    def __init__(self, ollama_base_url: str, model: str):
+        self.llm = OllamaLLM(
+            base_url=ollama_base_url,
+            model=model,
+            temperature=0.3,  # Увеличили для более внимательного анализа
+            format="json"  # Форсируем JSON формат
+        )
+        # Используем JsonOutputParser для гарантированного JSON
+        self.json_parser = JsonOutputParser()
+    
+    def _extract_json_from_response(self, response: str) -> Dict[str, Any]:
+        """Extract JSON from LLM response"""
+        # Remove markdown code blocks if present
+        response = response.strip()
+        if response.startswith('```'):
+            response = re.sub(r'^```(?:json)?\s*', '', response)
+            response = re.sub(r'\s*```$', '', response)
+        
+        # Try to find JSON in the response
+        json_match = re.search(r'\{[\s\S]*\}', response)
+        if json_match:
+            try:
+                json_str = json_match.group()
+                print(f"   🔍 Найден JSON: {json_str[:200]}...")
+                return json.loads(json_str)
+            except json.JSONDecodeError as e:
+                print(f"   ❌ Ошибка парсинга JSON: {e}")
+                print(f"   📄 JSON строка: {json_str[:500]}")
+        else:
+            print(f"   ❌ JSON не найден в ответе!")
+            print(f"   📄 Ответ: {response[:500]}")
+        
+        # If no valid JSON found, return empty comments
+        return {"comments": []}
+    
+    async def generate_summary(
+        self,
+        all_comments: List[Dict[str, Any]],
+        pr_title: str = "",
+        pr_description: str = ""
+    ) -> str:
+        """Generate overall review summary in markdown"""
+        if not all_comments:
+            return """## 🤖 AI Code Review
+
+✅ **Отличная работа!** Серьезных проблем не обнаружено.
+
+Код выглядит хорошо и соответствует стандартам."""
+        
+        # Группируем по severity
+        errors = [c for c in all_comments if c.get('severity', '').upper() == 'ERROR']
+        warnings = [c for c in all_comments if c.get('severity', '').upper() == 'WARNING']
+        infos = [c for c in all_comments if c.get('severity', '').upper() == 'INFO']
+        
+        summary = f"""## 🤖 AI Code Review
+
+### 📊 Статистика
+
+- **Всего проблем:** {len(all_comments)}
+"""
+        
+        if errors:
+            summary += f"- ❌ **Критичных:** {len(errors)}\n"
+        if warnings:
+            summary += f"- ⚠️ **Важных:** {len(warnings)}\n"
+        if infos:
+            summary += f"- ℹ️ **Рекомендаций:** {len(infos)}\n"
+        
+        summary += "\n### 💡 Рекомендации\n\n"
+        
+        if errors:
+            summary += "⚠️ **Найдены критичные проблемы!** Пожалуйста, исправьте их перед мержем в main.\n\n"
+        elif warnings:
+            summary += "Найдены важные замечания. Рекомендуется исправить перед мержем.\n\n"
+        else:
+            summary += "Проблемы не критичны, но рекомендуется учесть.\n\n"
+        
+        summary += "📝 **Детальные комментарии для каждой проблемы опубликованы ниже.**\n"
+        
+        return summary
+    
+    async def analyze_diff(
+        self,
+        file_path: str,
+        diff: str,
+        language: Optional[str] = None,
+        pr_title: str = "",
+        pr_description: str = ""
+    ) -> List[Dict[str, Any]]:
+        """Analyze code diff and return comments"""
+        
+        if not diff or not diff.strip():
+            print(f"⚠️ Пустой diff для {file_path}")
+            return []
+        
+        # Add PR context if available
+        pr_context = ""
+        if pr_title or pr_description:
+            pr_context = f"\n\n**КОНТЕКСТ PR:**\n"
+            if pr_title:
+                pr_context += f"Название: {pr_title}\n"
+            if pr_description:
+                pr_context += f"Описание: {pr_description}\n"
+            pr_context += "\nОБЯЗАТЕЛЬНО проверь: соответствует ли код описанию PR!\n"
+        
+        # Получаем инструкции по формату JSON от парсера
+        format_instructions = self.json_parser.get_format_instructions()
+        
+        prompt = DIFF_REVIEW_PROMPT.format(
+            file_path=file_path,
+            diff=diff,
+            pr_context=pr_context,
+            format_instructions=format_instructions
+        )
+        
+        print("\n" + "="*80)
+        print(f"🔍 АНАЛИЗ ФАЙЛА: {file_path}")
+        print("="*80)
+        
+        if pr_title or pr_description:
+            print(f"\n📋 КОНТЕКСТ PR:")
+            print("-" * 80)
+            if pr_title:
+                print(f"Название: {pr_title}")
+            if pr_description:
+                desc_short = pr_description[:200] + ("..." if len(pr_description) > 200 else "")
+                print(f"Описание: {desc_short}")
+            print("-" * 80)
+        
+        print(f"\n📝 DIFF ({len(diff)} символов):")
+        print("-" * 80)
+        # Показываем первые 800 символов diff
+        print(diff[:800] + ("...\n[обрезано]" if len(diff) > 800 else ""))
+        print("-" * 80)
+        print(f"\n💭 ПРОМПТ ({len(prompt)} символов):")
+        print("-" * 80)
+        print(prompt[:500] + "...")
+        print("-" * 80)
+        
+        try:
+            print(f"\n⏳ Отправка запроса к Ollama ({self.llm.model})...")
+            
+            # Создаем chain с LLM и JSON парсером
+            chain = self.llm | self.json_parser
+            
+            # Получаем результат
+            result = await chain.ainvoke(prompt)
+            
+            print(f"\n🤖 ОТВЕТ AI (распарсен через JsonOutputParser):")
+            print("-" * 80)
+            print(json.dumps(result, ensure_ascii=False, indent=2)[:500] + "...")
+            print("-" * 80)
+            
+            comments = result.get("comments", [])
+            
+            if comments:
+                print(f"\n✅ Найдено комментариев: {len(comments)}")
+                for i, comment in enumerate(comments, 1):
+                    print(f"\n  {i}. Строка {comment.get('line', '?')}:")
+                    print(f"     Severity: {comment.get('severity', '?')}")
+                    print(f"     Message: {comment.get('message', '?')[:100]}...")
+            else:
+                print("\n⚠️ Комментариев не найдено! AI не нашел проблем.")
+            
+            print("="*80 + "\n")
+            
+            return comments
+            
+        except Exception as e:
+            print(f"\n❌ ОШИБКА при анализе {file_path}: {e}")
+            print(f"   Тип ошибки: {type(e).__name__}")
+            import traceback
+            traceback.print_exc()
+            
+            # Fallback: попытка извлечь JSON вручную
+            print("\n🔄 Попытка fallback парсинга...")
+            try:
+                if hasattr(e, 'args') and len(e.args) > 0:
+                    response_text = str(e.args[0])
+                    result = self._extract_json_from_response(response_text)
+                    return result.get("comments", [])
+            except:
+                pass
+            
+            return []
+    
+    async def analyze_code(
+        self,
+        file_path: str,
+        code: str,
+        language: str = "python",
+        patch_info: str = ""
+    ) -> List[Dict[str, Any]]:
+        """Analyze full code content and return comments"""
+        
+        if not code or not code.strip():
+            return []
+        
+        prompt = CODE_REVIEW_PROMPT.format(
+            file_path=file_path,
+            code=code,
+            language=language,
+            patch_info=patch_info
+        )
+        
+        try:
+            response = await self.llm.ainvoke(prompt)
+            result = self._extract_json_from_response(response)
+            return result.get("comments", [])
+        except Exception as e:
+            print(f"Error analyzing code for {file_path}: {e}")
+            return []
+
+
+def detect_language(file_path: str) -> str:
+    """Detect programming language from file extension"""
+    extension_map = {
+        '.py': 'python',
+        '.js': 'javascript',
+        '.ts': 'typescript',
+        '.tsx': 'typescript',
+        '.jsx': 'javascript',
+        '.java': 'java',
+        '.go': 'go',
+        '.rs': 'rust',
+        '.cpp': 'cpp',
+        '.c': 'c',
+        '.cs': 'csharp',
+        '.php': 'php',
+        '.rb': 'ruby',
+        '.swift': 'swift',
+        '.kt': 'kotlin',
+        '.scala': 'scala',
+        '.sh': 'bash',
+        '.sql': 'sql',
+        '.html': 'html',
+        '.css': 'css',
+        '.scss': 'scss',
+        '.yaml': 'yaml',
+        '.yml': 'yaml',
+        '.json': 'json',
+        '.xml': 'xml',
+        '.md': 'markdown',
+    }
+    
+    ext = '.' + file_path.split('.')[-1] if '.' in file_path else ''
+    return extension_map.get(ext.lower(), 'text')
+
+
+def should_review_file(file_path: str) -> bool:
+    """Determine if file should be reviewed"""
+    # Skip binary, generated, and config files
+    skip_extensions = {
+        '.png', '.jpg', '.jpeg', '.gif', '.svg', '.ico',
+        '.pdf', '.zip', '.tar', '.gz',
+        '.lock', '.min.js', '.min.css',
+        '.pyc', '.pyo', '.class', '.o',
+    }
+    
+    skip_patterns = [
+        'node_modules/',
+        'venv/',
+        '.git/',
+        'dist/',
+        'build/',
+        '__pycache__/',
+        '.next/',
+        '.nuxt/',
+        'package-lock.json',
+        'yarn.lock',
+        'poetry.lock',
+    ]
+    
+    # Check extension
+    ext = '.' + file_path.split('.')[-1] if '.' in file_path else ''
+    if ext.lower() in skip_extensions:
+        return False
+    
+    # Check patterns
+    for pattern in skip_patterns:
+        if pattern in file_path:
+            return False
+    
+    return True
+

backend/app/api/__init__.py

@@ -0,0 +1,14 @@
+"""API endpoints"""
+
+from fastapi import APIRouter
+
+from app.api import repositories, reviews, webhooks
+
+api_router = APIRouter()
+
+api_router.include_router(repositories.router, prefix="/repositories", tags=["repositories"])
+api_router.include_router(reviews.router, prefix="/reviews", tags=["reviews"])
+api_router.include_router(webhooks.router, prefix="/webhooks", tags=["webhooks"])
+
+__all__ = ["api_router"]
+

backend/app/api/repositories.py

@@ -0,0 +1,419 @@
+"""Repository management endpoints"""
+
+import secrets
+from fastapi import APIRouter, Depends, HTTPException, BackgroundTasks
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import select, func
+from typing import List
+from cryptography.fernet import Fernet
+
+from app.database import get_db
+from app.models import Repository
+from app.schemas.repository import (
+    RepositoryCreate,
+    RepositoryUpdate,
+    RepositoryResponse,
+    RepositoryList
+)
+from app.config import settings
+
+router = APIRouter()
+
+
+def get_cipher():
+    """Get Fernet cipher for encryption"""
+    # Use first 32 bytes of encryption key, base64 encoded
+    key = settings.encryption_key.encode()[:32]
+    # Pad to 32 bytes if needed
+    key = key.ljust(32, b'0')
+    # Base64 encode for Fernet
+    import base64
+    key_b64 = base64.urlsafe_b64encode(key)
+    return Fernet(key_b64)
+
+
+def encrypt_token(token: str) -> str:
+    """Encrypt API token"""
+    cipher = get_cipher()
+    return cipher.encrypt(token.encode()).decode()
+
+
+def decrypt_token(encrypted_token: str) -> str:
+    """Decrypt API token"""
+    cipher = get_cipher()
+    return cipher.decrypt(encrypted_token.encode()).decode()
+
+
+@router.get("", response_model=RepositoryList)
+async def list_repositories(
+    skip: int = 0,
+    limit: int = 100,
+    db: AsyncSession = Depends(get_db)
+):
+    """List all repositories"""
+    # Get total count
+    count_result = await db.execute(select(func.count(Repository.id)))
+    total = count_result.scalar()
+    
+    # Get repositories
+    result = await db.execute(
+        select(Repository)
+        .offset(skip)
+        .limit(limit)
+        .order_by(Repository.created_at.desc())
+    )
+    repositories = result.scalars().all()
+    
+    # Add webhook URL to each repository
+    items = []
+    for repo in repositories:
+        repo_dict = {
+            "id": repo.id,
+            "name": repo.name,
+            "platform": repo.platform,
+            "url": repo.url,
+            "config": repo.config,
+            "is_active": repo.is_active,
+            "created_at": repo.created_at,
+            "updated_at": repo.updated_at,
+            "webhook_url": f"http://{settings.host}:{settings.port}/api/webhooks/{repo.platform.value}/{repo.id}"
+        }
+        items.append(RepositoryResponse(**repo_dict))
+    
+    return RepositoryList(items=items, total=total)
+
+
+@router.post("", response_model=RepositoryResponse)
+async def create_repository(
+    repository: RepositoryCreate,
+    db: AsyncSession = Depends(get_db)
+):
+    """Create a new repository"""
+    # Generate webhook secret if not provided
+    webhook_secret = repository.webhook_secret or secrets.token_urlsafe(32)
+    
+    # Encrypt API token (если указан)
+    encrypted_token = encrypt_token(repository.api_token) if repository.api_token else None
+    
+    # Create repository
+    db_repository = Repository(
+        name=repository.name,
+        platform=repository.platform,
+        url=repository.url,
+        api_token=encrypted_token,
+        webhook_secret=webhook_secret,
+        config=repository.config or {}
+    )
+    
+    db.add(db_repository)
+    await db.commit()
+    await db.refresh(db_repository)
+    
+    # Prepare response
+    webhook_url = f"http://{settings.host}:{settings.port}/api/webhooks/{db_repository.platform.value}/{db_repository.id}"
+    
+    return RepositoryResponse(
+        id=db_repository.id,
+        name=db_repository.name,
+        platform=db_repository.platform,
+        url=db_repository.url,
+        config=db_repository.config,
+        is_active=db_repository.is_active,
+        created_at=db_repository.created_at,
+        updated_at=db_repository.updated_at,
+        webhook_url=webhook_url
+    )
+
+
+@router.get("/{repository_id}", response_model=RepositoryResponse)
+async def get_repository(
+    repository_id: int,
+    db: AsyncSession = Depends(get_db)
+):
+    """Get repository by ID"""
+    result = await db.execute(
+        select(Repository).where(Repository.id == repository_id)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    webhook_url = f"http://{settings.host}:{settings.port}/api/webhooks/{repository.platform.value}/{repository.id}"
+    
+    return RepositoryResponse(
+        id=repository.id,
+        name=repository.name,
+        platform=repository.platform,
+        url=repository.url,
+        config=repository.config,
+        is_active=repository.is_active,
+        created_at=repository.created_at,
+        updated_at=repository.updated_at,
+        webhook_url=webhook_url
+    )
+
+
+@router.put("/{repository_id}", response_model=RepositoryResponse)
+async def update_repository(
+    repository_id: int,
+    repository_update: RepositoryUpdate,
+    db: AsyncSession = Depends(get_db)
+):
+    """Update repository"""
+    result = await db.execute(
+        select(Repository).where(Repository.id == repository_id)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    # Update fields
+    update_data = repository_update.model_dump(exclude_unset=True)
+    
+    # Encrypt API token if provided and not empty
+    if "api_token" in update_data and update_data["api_token"]:
+        update_data["api_token"] = encrypt_token(update_data["api_token"])
+    elif "api_token" in update_data and not update_data["api_token"]:
+        # If empty string provided, don't update token
+        del update_data["api_token"]
+    
+    for field, value in update_data.items():
+        setattr(repository, field, value)
+    
+    await db.commit()
+    await db.refresh(repository)
+    
+    webhook_url = f"http://{settings.host}:{settings.port}/api/webhooks/{repository.platform.value}/{repository.id}"
+    
+    return RepositoryResponse(
+        id=repository.id,
+        name=repository.name,
+        platform=repository.platform,
+        url=repository.url,
+        config=repository.config,
+        is_active=repository.is_active,
+        created_at=repository.created_at,
+        updated_at=repository.updated_at,
+        webhook_url=webhook_url
+    )
+
+
+@router.delete("/{repository_id}")
+async def delete_repository(
+    repository_id: int,
+    db: AsyncSession = Depends(get_db)
+):
+    """Delete repository"""
+    result = await db.execute(
+        select(Repository).where(Repository.id == repository_id)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    await db.delete(repository)
+    await db.commit()
+    
+    return {"message": "Repository deleted"}
+
+
+@router.post("/{repository_id}/scan")
+async def scan_repository(
+    repository_id: int,
+    background_tasks: BackgroundTasks,
+    db: AsyncSession = Depends(get_db)
+):
+    """Scan repository for new pull requests and start reviews"""
+    from app.models import PullRequest, Review
+    from app.models.pull_request import PRStatusEnum
+    from app.models.review import ReviewStatusEnum
+    from app.services import GiteaService, GitHubService, BitbucketService
+    from app.utils import decrypt_token
+    
+    # Get repository
+    result = await db.execute(
+        select(Repository).where(Repository.id == repository_id)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    if not repository.is_active:
+        raise HTTPException(status_code=400, detail="Repository is not active")
+    
+    # Parse repository URL to get owner and name
+    parts = repository.url.rstrip('/').split('/')
+    repo_name = parts[-1].replace('.git', '')
+    repo_owner = parts[-2]
+    base_url = '/'.join(parts[:-2])
+    
+    # Get appropriate Git service
+    from app.config import settings
+    
+    if repository.api_token:
+        try:
+            decrypted_token = decrypt_token(repository.api_token)
+        except ValueError as e:
+            raise HTTPException(status_code=400, detail=str(e))
+    else:
+        # Используем мастер токен
+        platform = repository.platform.value.lower()
+        if platform == "gitea":
+            decrypted_token = settings.master_gitea_token
+        elif platform == "github":
+            decrypted_token = settings.master_github_token
+        elif platform == "bitbucket":
+            decrypted_token = settings.master_bitbucket_token
+        else:
+            raise HTTPException(status_code=400, detail=f"Unsupported platform: {repository.platform}")
+        
+        if not decrypted_token:
+            raise HTTPException(
+                status_code=400, 
+                detail=f"API токен не указан и мастер токен для {platform} не настроен"
+            )
+    
+    if repository.platform.value == "gitea":
+        git_service = GiteaService(base_url, decrypted_token, repo_owner, repo_name)
+    elif repository.platform.value == "github":
+        git_service = GitHubService(base_url, decrypted_token, repo_owner, repo_name)
+    elif repository.platform.value == "bitbucket":
+        git_service = BitbucketService(base_url, decrypted_token, repo_owner, repo_name)
+    else:
+        raise HTTPException(status_code=400, detail=f"Unsupported platform: {repository.platform}")
+    
+    try:
+        # For Gitea, get list of open PRs
+        import httpx
+        if repository.platform.value == "gitea":
+            url = f"{base_url}/api/v1/repos/{repo_owner}/{repo_name}/pulls"
+            async with httpx.AsyncClient() as client:
+                response = await client.get(
+                    url,
+                    headers={"Authorization": f"token {decrypted_token}"},
+                    params={"state": "open"}
+                )
+                response.raise_for_status()
+                prs = response.json()
+        elif repository.platform.value == "github":
+            url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/pulls"
+            async with httpx.AsyncClient() as client:
+                response = await client.get(
+                    url,
+                    headers={
+                        "Authorization": f"token {decrypted_token}",
+                        "Accept": "application/vnd.github.v3+json"
+                    },
+                    params={"state": "open"}
+                )
+                response.raise_for_status()
+                prs = response.json()
+        else:
+            # Bitbucket
+            url = f"https://api.bitbucket.org/2.0/repositories/{repo_owner}/{repo_name}/pullrequests"
+            async with httpx.AsyncClient() as client:
+                response = await client.get(
+                    url,
+                    headers={"Authorization": f"Bearer {decrypted_token}"},
+                    params={"state": "OPEN"}
+                )
+                response.raise_for_status()
+                prs = response.json().get("values", [])
+        
+        new_reviews = []
+        
+        for pr_data in prs:
+            # Get PR number based on platform
+            if repository.platform.value == "bitbucket":
+                pr_number = pr_data["id"]
+                pr_title = pr_data["title"]
+                pr_author = pr_data["author"]["display_name"]
+                pr_url = pr_data["links"]["html"]["href"]
+                source_branch = pr_data["source"]["branch"]["name"]
+                target_branch = pr_data["destination"]["branch"]["name"]
+            else:
+                pr_number = pr_data["number"]
+                pr_title = pr_data["title"]
+                pr_author = pr_data["user"]["login"]
+                pr_url = pr_data["html_url"]
+                source_branch = pr_data["head"]["ref"]
+                target_branch = pr_data["base"]["ref"]
+            
+            # Check if PR already exists
+            result = await db.execute(
+                select(PullRequest).where(
+                    PullRequest.repository_id == repository.id,
+                    PullRequest.pr_number == pr_number
+                )
+            )
+            pr = result.scalar_one_or_none()
+            
+            if not pr:
+                # Create new PR
+                pr = PullRequest(
+                    repository_id=repository.id,
+                    pr_number=pr_number,
+                    title=pr_title,
+                    author=pr_author,
+                    source_branch=source_branch,
+                    target_branch=target_branch,
+                    url=pr_url,
+                    status=PRStatusEnum.OPEN
+                )
+                db.add(pr)
+                await db.commit()
+                await db.refresh(pr)
+            
+            # Check if there's already a review for this PR
+            result = await db.execute(
+                select(Review).where(
+                    Review.pull_request_id == pr.id,
+                    Review.status.in_([
+                        ReviewStatusEnum.PENDING,
+                        ReviewStatusEnum.FETCHING,
+                        ReviewStatusEnum.ANALYZING,
+                        ReviewStatusEnum.COMMENTING
+                    ])
+                )
+            )
+            existing_review = result.scalar_one_or_none()
+            
+            if not existing_review:
+                # Create new review
+                review = Review(
+                    pull_request_id=pr.id,
+                    status=ReviewStatusEnum.PENDING
+                )
+                db.add(review)
+                await db.commit()
+                await db.refresh(review)
+                
+                # Start review in background
+                from app.api.webhooks import start_review_task
+                background_tasks.add_task(
+                    start_review_task,
+                    review.id,
+                    pr.pr_number,
+                    repository.id
+                )
+                
+                new_reviews.append({
+                    "review_id": review.id,
+                    "pr_number": pr.pr_number,
+                    "pr_title": pr.title
+                })
+        
+        return {
+            "message": f"Found {len(prs)} open PR(s), started {len(new_reviews)} new review(s)",
+            "total_prs": len(prs),
+            "new_reviews": len(new_reviews),
+            "reviews": new_reviews
+        }
+        
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"Error scanning repository: {str(e)}")
+

backend/app/api/reviews.py

@@ -0,0 +1,218 @@
+"""Review management endpoints"""
+
+from fastapi import APIRouter, Depends, HTTPException, BackgroundTasks
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import select, func
+from sqlalchemy.orm import joinedload
+
+from app.database import get_db
+from app.models import Review, Comment, PullRequest
+from app.schemas.review import ReviewResponse, ReviewList, ReviewStats, PullRequestInfo, CommentResponse
+from app.agents import ReviewerAgent
+
+router = APIRouter()
+
+
+@router.get("", response_model=ReviewList)
+async def list_reviews(
+    skip: int = 0,
+    limit: int = 100,
+    repository_id: int = None,
+    status: str = None,
+    db: AsyncSession = Depends(get_db)
+):
+    """List all reviews with filters"""
+    query = select(Review).options(joinedload(Review.pull_request))
+    
+    # Apply filters
+    if repository_id:
+        query = query.join(PullRequest).where(PullRequest.repository_id == repository_id)
+    
+    if status:
+        query = query.where(Review.status == status)
+    
+    # Get total count
+    count_query = select(func.count(Review.id))
+    if repository_id:
+        count_query = count_query.join(PullRequest).where(PullRequest.repository_id == repository_id)
+    if status:
+        count_query = count_query.where(Review.status == status)
+    
+    count_result = await db.execute(count_query)
+    total = count_result.scalar()
+    
+    # Get reviews
+    query = query.offset(skip).limit(limit).order_by(Review.started_at.desc())
+    result = await db.execute(query)
+    reviews = result.scalars().all()
+    
+    # Convert to response models
+    items = []
+    for review in reviews:
+        pr_info = PullRequestInfo(
+            id=review.pull_request.id,
+            pr_number=review.pull_request.pr_number,
+            title=review.pull_request.title,
+            author=review.pull_request.author,
+            source_branch=review.pull_request.source_branch,
+            target_branch=review.pull_request.target_branch,
+            url=review.pull_request.url
+        )
+        
+        items.append(ReviewResponse(
+            id=review.id,
+            pull_request_id=review.pull_request_id,
+            pull_request=pr_info,
+            status=review.status,
+            started_at=review.started_at,
+            completed_at=review.completed_at,
+            files_analyzed=review.files_analyzed,
+            comments_generated=review.comments_generated,
+            error_message=review.error_message
+        ))
+    
+    return ReviewList(items=items, total=total)
+
+
+@router.get("/{review_id}", response_model=ReviewResponse)
+async def get_review(
+    review_id: int,
+    db: AsyncSession = Depends(get_db)
+):
+    """Get review by ID with comments"""
+    result = await db.execute(
+        select(Review)
+        .options(joinedload(Review.pull_request), joinedload(Review.comments))
+        .where(Review.id == review_id)
+    )
+    review = result.unique().scalar_one_or_none()
+    
+    if not review:
+        raise HTTPException(status_code=404, detail="Review not found")
+    
+    pr_info = PullRequestInfo(
+        id=review.pull_request.id,
+        pr_number=review.pull_request.pr_number,
+        title=review.pull_request.title,
+        author=review.pull_request.author,
+        source_branch=review.pull_request.source_branch,
+        target_branch=review.pull_request.target_branch,
+        url=review.pull_request.url
+    )
+    
+    comments = [
+        CommentResponse(
+            id=comment.id,
+            file_path=comment.file_path,
+            line_number=comment.line_number,
+            content=comment.content,
+            severity=comment.severity,
+            posted=comment.posted,
+            posted_at=comment.posted_at,
+            created_at=comment.created_at
+        )
+        for comment in review.comments
+    ]
+    
+    return ReviewResponse(
+        id=review.id,
+        pull_request_id=review.pull_request_id,
+        pull_request=pr_info,
+        status=review.status,
+        started_at=review.started_at,
+        completed_at=review.completed_at,
+        files_analyzed=review.files_analyzed,
+        comments_generated=review.comments_generated,
+        error_message=review.error_message,
+        comments=comments
+    )
+
+
+async def run_review_task(review_id: int, pr_number: int, repository_id: int, db: AsyncSession):
+    """Background task to run review"""
+    agent = ReviewerAgent(db)
+    await agent.run_review(review_id, pr_number, repository_id)
+
+
+@router.post("/{review_id}/retry")
+async def retry_review(
+    review_id: int,
+    background_tasks: BackgroundTasks,
+    db: AsyncSession = Depends(get_db)
+):
+    """Retry a failed review"""
+    result = await db.execute(
+        select(Review).options(joinedload(Review.pull_request)).where(Review.id == review_id)
+    )
+    review = result.scalar_one_or_none()
+    
+    if not review:
+        raise HTTPException(status_code=404, detail="Review not found")
+    
+    # Reset review status
+    from app.models.review import ReviewStatusEnum
+    review.status = ReviewStatusEnum.PENDING
+    review.error_message = None
+    await db.commit()
+    
+    # Run review in background
+    background_tasks.add_task(
+        run_review_task,
+        review.id,
+        review.pull_request.pr_number,
+        review.pull_request.repository_id,
+        db
+    )
+    
+    return {"message": "Review queued"}
+
+
+@router.get("/stats/dashboard", response_model=ReviewStats)
+async def get_review_stats(db: AsyncSession = Depends(get_db)):
+    """Get review statistics for dashboard"""
+    # Total reviews
+    total_result = await db.execute(select(func.count(Review.id)))
+    total_reviews = total_result.scalar()
+    
+    # Active reviews
+    from app.models.review import ReviewStatusEnum
+    active_result = await db.execute(
+        select(func.count(Review.id)).where(
+            Review.status.in_([
+                ReviewStatusEnum.PENDING,
+                ReviewStatusEnum.FETCHING,
+                ReviewStatusEnum.ANALYZING,
+                ReviewStatusEnum.COMMENTING
+            ])
+        )
+    )
+    active_reviews = active_result.scalar()
+    
+    # Completed reviews
+    completed_result = await db.execute(
+        select(func.count(Review.id)).where(Review.status == ReviewStatusEnum.COMPLETED)
+    )
+    completed_reviews = completed_result.scalar()
+    
+    # Failed reviews
+    failed_result = await db.execute(
+        select(func.count(Review.id)).where(Review.status == ReviewStatusEnum.FAILED)
+    )
+    failed_reviews = failed_result.scalar()
+    
+    # Total comments
+    comments_result = await db.execute(select(func.count(Comment.id)))
+    total_comments = comments_result.scalar()
+    
+    # Average comments per review
+    avg_comments = total_comments / total_reviews if total_reviews > 0 else 0
+    
+    return ReviewStats(
+        total_reviews=total_reviews,
+        active_reviews=active_reviews,
+        completed_reviews=completed_reviews,
+        failed_reviews=failed_reviews,
+        total_comments=total_comments,
+        avg_comments_per_review=round(avg_comments, 2)
+    )
+

backend/app/api/webhooks.py

@@ -0,0 +1,110 @@
+"""Webhook endpoints"""
+
+from fastapi import APIRouter, Depends, Request, Header, BackgroundTasks
+from sqlalchemy.ext.asyncio import AsyncSession
+from typing import Optional
+
+from app.database import get_db
+from app.schemas.webhook import GiteaWebhook, GitHubWebhook, BitbucketWebhook
+from app.webhooks import handle_gitea_webhook, handle_github_webhook, handle_bitbucket_webhook
+from app.agents import ReviewerAgent
+
+router = APIRouter()
+
+
+async def start_review_task(review_id: int, pr_number: int, repository_id: int):
+    """Background task to start review"""
+    from app.database import async_session_maker
+    async with async_session_maker() as db:
+        agent = ReviewerAgent(db)
+        await agent.run_review(review_id, pr_number, repository_id)
+
+
+@router.post("/gitea/{repository_id}")
+async def gitea_webhook(
+    repository_id: int,
+    request: Request,
+    background_tasks: BackgroundTasks,
+    x_gitea_signature: Optional[str] = Header(None),
+    db: AsyncSession = Depends(get_db)
+):
+    """Handle Gitea webhook"""
+    raw_payload = await request.body()
+    webhook_data = GiteaWebhook(**await request.json())
+    
+    result = await handle_gitea_webhook(
+        webhook_data=webhook_data,
+        signature=x_gitea_signature or "",
+        raw_payload=raw_payload,
+        db=db
+    )
+    
+    # Start review in background if created
+    if "review_id" in result:
+        background_tasks.add_task(
+            start_review_task,
+            result["review_id"],
+            webhook_data.number,
+            repository_id
+        )
+    
+    return result
+
+
+@router.post("/github/{repository_id}")
+async def github_webhook(
+    repository_id: int,
+    request: Request,
+    background_tasks: BackgroundTasks,
+    x_hub_signature_256: Optional[str] = Header(None),
+    db: AsyncSession = Depends(get_db)
+):
+    """Handle GitHub webhook"""
+    raw_payload = await request.body()
+    webhook_data = GitHubWebhook(**await request.json())
+    
+    result = await handle_github_webhook(
+        webhook_data=webhook_data,
+        signature=x_hub_signature_256 or "",
+        raw_payload=raw_payload,
+        db=db
+    )
+    
+    # Start review in background if created
+    if "review_id" in result:
+        background_tasks.add_task(
+            start_review_task,
+            result["review_id"],
+            webhook_data.number,
+            repository_id
+        )
+    
+    return result
+
+
+@router.post("/bitbucket/{repository_id}")
+async def bitbucket_webhook(
+    repository_id: int,
+    request: Request,
+    background_tasks: BackgroundTasks,
+    db: AsyncSession = Depends(get_db)
+):
+    """Handle Bitbucket webhook"""
+    webhook_data = BitbucketWebhook(**await request.json())
+    
+    result = await handle_bitbucket_webhook(
+        webhook_data=webhook_data,
+        db=db
+    )
+    
+    # Start review in background if created
+    if "review_id" in result:
+        background_tasks.add_task(
+            start_review_task,
+            result["review_id"],
+            webhook_data.pullrequest.id,
+            repository_id
+        )
+    
+    return result
+

backend/app/config.py

@@ -0,0 +1,61 @@
+"""Application configuration"""
+
+from pydantic_settings import BaseSettings, SettingsConfigDict
+from pydantic import field_validator
+from typing import List, Union
+import json
+
+
+class Settings(BaseSettings):
+    """Application settings"""
+    
+    # Ollama
+    ollama_base_url: str = "http://localhost:11434"
+    ollama_model: str = "codellama:7b"
+    
+    # Database
+    database_url: str = "sqlite+aiosqlite:///./review.db"
+    
+    # Security
+    secret_key: str = "change-this-to-a-secure-random-string"
+    encryption_key: str = "change-this-to-a-secure-random-string"
+    
+    # Master Git tokens (optional, используются если не указаны в проекте)
+    master_gitea_token: str = ""
+    master_github_token: str = ""
+    master_bitbucket_token: str = ""
+    
+    # Server
+    host: str = "0.0.0.0"
+    port: int = 8000
+    debug: bool = True
+    
+    # CORS - можно задать как строку с запятой или JSON массив
+    cors_origins: Union[List[str], str] = "http://localhost:5173,http://localhost:3000"
+    
+    @field_validator('cors_origins', mode='before')
+    @classmethod
+    def parse_cors_origins(cls, v):
+        if isinstance(v, str):
+            # Если строка с запятыми
+            if ',' in v:
+                return [origin.strip() for origin in v.split(',')]
+            # Если JSON массив
+            try:
+                parsed = json.loads(v)
+                if isinstance(parsed, list):
+                    return parsed
+            except (json.JSONDecodeError, ValueError):
+                pass
+            # Если одиночная строка
+            return [v.strip()]
+        return v
+    
+    model_config = SettingsConfigDict(
+        env_file=".env",
+        case_sensitive=False
+    )
+
+
+settings = Settings()
+

backend/app/database.py

@@ -0,0 +1,42 @@
+"""Database configuration and session management"""
+
+from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession, async_sessionmaker
+from sqlalchemy.orm import declarative_base
+from app.config import settings
+
+# Create async engine
+engine = create_async_engine(
+    settings.database_url,
+    echo=settings.debug,
+    future=True
+)
+
+# Create async session factory
+async_session_maker = async_sessionmaker(
+    engine,
+    class_=AsyncSession,
+    expire_on_commit=False
+)
+
+# Base class for models
+Base = declarative_base()
+
+
+async def get_db() -> AsyncSession:
+    """Dependency for getting database session"""
+    async with async_session_maker() as session:
+        try:
+            yield session
+            await session.commit()
+        except Exception:
+            await session.rollback()
+            raise
+        finally:
+            await session.close()
+
+
+async def init_db():
+    """Initialize database tables"""
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.create_all)
+

backend/app/main.py

@@ -0,0 +1,119 @@
+"""Main FastAPI application"""
+
+from fastapi import FastAPI, WebSocket, WebSocketDisconnect
+from fastapi.middleware.cors import CORSMiddleware
+from contextlib import asynccontextmanager
+from typing import List
+import json
+
+from app.config import settings
+from app.database import init_db
+from app.api import api_router
+
+
+class ConnectionManager:
+    """WebSocket connection manager"""
+    
+    def __init__(self):
+        self.active_connections: List[WebSocket] = []
+    
+    async def connect(self, websocket: WebSocket):
+        await websocket.accept()
+        self.active_connections.append(websocket)
+    
+    def disconnect(self, websocket: WebSocket):
+        self.active_connections.remove(websocket)
+    
+    async def broadcast(self, message: dict):
+        """Broadcast message to all connected clients"""
+        for connection in self.active_connections:
+            try:
+                await connection.send_json(message)
+            except Exception:
+                pass
+
+
+# Create connection manager
+manager = ConnectionManager()
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    """Lifespan events"""
+    # Startup
+    await init_db()
+    yield
+    # Shutdown
+    pass
+
+
+# Create FastAPI app
+app = FastAPI(
+    title="AI Code Review Agent",
+    description="AI агент для автоматического ревью Pull Request",
+    version="0.1.0",
+    lifespan=lifespan
+)
+
+# Configure CORS
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=settings.cors_origins,
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+# Include API routes
+app.include_router(api_router, prefix="/api")
+
+
+@app.get("/")
+async def root():
+    """Root endpoint"""
+    return {
+        "message": "AI Code Review Agent API",
+        "version": "0.1.0",
+        "docs": "/docs"
+    }
+
+
+@app.get("/health")
+async def health_check():
+    """Health check endpoint"""
+    return {"status": "healthy"}
+
+
+@app.websocket("/ws/reviews")
+async def websocket_endpoint(websocket: WebSocket):
+    """WebSocket endpoint for real-time review updates"""
+    await manager.connect(websocket)
+    try:
+        while True:
+            # Keep connection alive
+            data = await websocket.receive_text()
+            # Echo back or handle client messages if needed
+            await websocket.send_json({"type": "pong", "message": "connected"})
+    except WebSocketDisconnect:
+        manager.disconnect(websocket)
+
+
+async def broadcast_review_update(review_id: int, event_type: str, data: dict = None):
+    """Broadcast review update to all connected clients"""
+    message = {
+        "type": event_type,
+        "review_id": review_id,
+        "data": data or {}
+    }
+    await manager.broadcast(message)
+
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(
+        "app.main:app",
+        host=settings.host,
+        port=settings.port,
+        reload=settings.debug
+    )
+

backend/app/models/__init__.py

@@ -0,0 +1,9 @@
+"""Database models"""
+
+from app.models.repository import Repository
+from app.models.pull_request import PullRequest
+from app.models.review import Review
+from app.models.comment import Comment
+
+__all__ = ["Repository", "PullRequest", "Review", "Comment"]
+

backend/app/models/comment.py

@@ -0,0 +1,39 @@
+"""Comment model"""
+
+from sqlalchemy import Column, Integer, String, DateTime, ForeignKey, Boolean, Text, Enum
+from sqlalchemy.orm import relationship
+from sqlalchemy.sql import func
+from datetime import datetime
+import enum
+
+from app.database import Base
+
+
+class SeverityEnum(str, enum.Enum):
+    """Comment severity levels"""
+    INFO = "info"
+    WARNING = "warning"
+    ERROR = "error"
+
+
+class Comment(Base):
+    """Review comment model"""
+    
+    __tablename__ = "comments"
+    
+    id = Column(Integer, primary_key=True, index=True)
+    review_id = Column(Integer, ForeignKey("reviews.id"), nullable=False)
+    file_path = Column(String, nullable=False)
+    line_number = Column(Integer, nullable=False)
+    content = Column(Text, nullable=False)
+    severity = Column(Enum(SeverityEnum), default=SeverityEnum.INFO)
+    posted = Column(Boolean, default=False)
+    posted_at = Column(DateTime, nullable=True)
+    created_at = Column(DateTime, default=datetime.utcnow, server_default=func.now())
+    
+    # Relationships
+    review = relationship("Review", back_populates="comments")
+    
+    def __repr__(self):
+        return f"<Comment(id={self.id}, file={self.file_path}:{self.line_number}, severity={self.severity})>"
+

backend/app/models/pull_request.py

@@ -0,0 +1,43 @@
+"""Pull Request model"""
+
+from sqlalchemy import Column, Integer, String, DateTime, ForeignKey, Enum
+from sqlalchemy.orm import relationship
+from sqlalchemy.sql import func
+from datetime import datetime
+import enum
+
+from app.database import Base
+
+
+class PRStatusEnum(str, enum.Enum):
+    """Pull Request status"""
+    OPEN = "open"
+    REVIEWING = "reviewing"
+    REVIEWED = "reviewed"
+    CLOSED = "closed"
+
+
+class PullRequest(Base):
+    """Pull Request model"""
+    
+    __tablename__ = "pull_requests"
+    
+    id = Column(Integer, primary_key=True, index=True)
+    repository_id = Column(Integer, ForeignKey("repositories.id"), nullable=False)
+    pr_number = Column(Integer, nullable=False)
+    title = Column(String, nullable=False)
+    author = Column(String, nullable=False)
+    source_branch = Column(String, nullable=False)
+    target_branch = Column(String, nullable=False)
+    status = Column(Enum(PRStatusEnum), default=PRStatusEnum.OPEN)
+    url = Column(String, nullable=False)
+    created_at = Column(DateTime, default=datetime.utcnow, server_default=func.now())
+    updated_at = Column(DateTime, default=datetime.utcnow, onupdate=datetime.utcnow, server_default=func.now())
+    
+    # Relationships
+    repository = relationship("Repository", back_populates="pull_requests")
+    reviews = relationship("Review", back_populates="pull_request", cascade="all, delete-orphan")
+    
+    def __repr__(self):
+        return f"<PullRequest(id={self.id}, pr_number={self.pr_number}, title={self.title})>"
+

backend/app/models/repository.py

@@ -0,0 +1,40 @@
+"""Repository model"""
+
+from sqlalchemy import Column, Integer, String, Boolean, DateTime, JSON, Enum
+from sqlalchemy.orm import relationship
+from sqlalchemy.sql import func
+from datetime import datetime
+import enum
+
+from app.database import Base
+
+
+class PlatformEnum(str, enum.Enum):
+    """Git platform types"""
+    GITEA = "gitea"
+    GITHUB = "github"
+    BITBUCKET = "bitbucket"
+
+
+class Repository(Base):
+    """Repository model for tracking Git repositories"""
+    
+    __tablename__ = "repositories"
+    
+    id = Column(Integer, primary_key=True, index=True)
+    name = Column(String, nullable=False)
+    platform = Column(Enum(PlatformEnum), nullable=False)
+    url = Column(String, nullable=False)
+    api_token = Column(String, nullable=True)  # Encrypted, optional (uses master token if not set)
+    webhook_secret = Column(String, nullable=False)
+    config = Column(JSON, default=dict)  # Review configuration
+    is_active = Column(Boolean, default=True)
+    created_at = Column(DateTime, default=datetime.utcnow, server_default=func.now())
+    updated_at = Column(DateTime, default=datetime.utcnow, onupdate=datetime.utcnow, server_default=func.now())
+    
+    # Relationships
+    pull_requests = relationship("PullRequest", back_populates="repository", cascade="all, delete-orphan")
+    
+    def __repr__(self):
+        return f"<Repository(id={self.id}, name={self.name}, platform={self.platform})>"
+

backend/app/models/review.py

@@ -0,0 +1,43 @@
+"""Review model"""
+
+from sqlalchemy import Column, Integer, String, DateTime, ForeignKey, Enum
+from sqlalchemy.orm import relationship
+from sqlalchemy.sql import func
+from datetime import datetime
+import enum
+from typing import Optional
+
+from app.database import Base
+
+
+class ReviewStatusEnum(str, enum.Enum):
+    """Review status"""
+    PENDING = "pending"
+    FETCHING = "fetching"
+    ANALYZING = "analyzing"
+    COMMENTING = "commenting"
+    COMPLETED = "completed"
+    FAILED = "failed"
+
+
+class Review(Base):
+    """Code review model"""
+    
+    __tablename__ = "reviews"
+    
+    id = Column(Integer, primary_key=True, index=True)
+    pull_request_id = Column(Integer, ForeignKey("pull_requests.id"), nullable=False)
+    status = Column(Enum(ReviewStatusEnum), default=ReviewStatusEnum.PENDING)
+    started_at = Column(DateTime, default=datetime.utcnow, server_default=func.now())
+    completed_at = Column(DateTime, nullable=True)
+    files_analyzed = Column(Integer, default=0)
+    comments_generated = Column(Integer, default=0)
+    error_message = Column(String, nullable=True)
+    
+    # Relationships
+    pull_request = relationship("PullRequest", back_populates="reviews")
+    comments = relationship("Comment", back_populates="review", cascade="all, delete-orphan")
+    
+    def __repr__(self):
+        return f"<Review(id={self.id}, status={self.status}, pr_id={self.pull_request_id})>"
+

backend/app/schemas/__init__.py

@@ -0,0 +1,32 @@
+"""Pydantic schemas for API"""
+
+from app.schemas.repository import (
+    RepositoryCreate,
+    RepositoryUpdate,
+    RepositoryResponse,
+    RepositoryList
+)
+from app.schemas.review import (
+    ReviewResponse,
+    ReviewList,
+    CommentResponse
+)
+from app.schemas.webhook import (
+    GiteaWebhook,
+    GitHubWebhook,
+    BitbucketWebhook
+)
+
+__all__ = [
+    "RepositoryCreate",
+    "RepositoryUpdate",
+    "RepositoryResponse",
+    "RepositoryList",
+    "ReviewResponse",
+    "ReviewList",
+    "CommentResponse",
+    "GiteaWebhook",
+    "GitHubWebhook",
+    "BitbucketWebhook",
+]
+

backend/app/schemas/repository.py

@@ -0,0 +1,49 @@
+"""Repository schemas"""
+
+from pydantic import BaseModel, Field, HttpUrl
+from typing import Optional, Dict, Any, List
+from datetime import datetime
+from app.models.repository import PlatformEnum
+
+
+class RepositoryBase(BaseModel):
+    """Base repository schema"""
+    name: str = Field(..., description="Repository name")
+    platform: PlatformEnum = Field(..., description="Git platform")
+    url: str = Field(..., description="Repository URL")
+    config: Optional[Dict[str, Any]] = Field(default_factory=dict, description="Review configuration")
+
+
+class RepositoryCreate(RepositoryBase):
+    """Schema for creating repository"""
+    api_token: Optional[str] = Field(None, description="API token for Git platform (optional, uses master token if not set)")
+    webhook_secret: Optional[str] = Field(None, description="Webhook secret (generated if not provided)")
+
+
+class RepositoryUpdate(BaseModel):
+    """Schema for updating repository"""
+    name: Optional[str] = None
+    url: Optional[str] = None
+    api_token: Optional[str] = None
+    webhook_secret: Optional[str] = None
+    config: Optional[Dict[str, Any]] = None
+    is_active: Optional[bool] = None
+
+
+class RepositoryResponse(RepositoryBase):
+    """Schema for repository response"""
+    id: int
+    is_active: bool
+    created_at: datetime
+    updated_at: datetime
+    webhook_url: str = Field(..., description="Webhook URL for this repository")
+    
+    class Config:
+        from_attributes = True
+
+
+class RepositoryList(BaseModel):
+    """Schema for repository list response"""
+    items: List[RepositoryResponse]
+    total: int
+

backend/app/schemas/review.py

@@ -0,0 +1,70 @@
+"""Review schemas"""
+
+from pydantic import BaseModel, Field
+from typing import Optional, List
+from datetime import datetime
+from app.models.review import ReviewStatusEnum
+from app.models.comment import SeverityEnum
+
+
+class CommentResponse(BaseModel):
+    """Schema for comment response"""
+    id: int
+    file_path: str
+    line_number: int
+    content: str
+    severity: SeverityEnum
+    posted: bool
+    posted_at: Optional[datetime] = None
+    created_at: datetime
+    
+    class Config:
+        from_attributes = True
+
+
+class PullRequestInfo(BaseModel):
+    """Schema for pull request information"""
+    id: int
+    pr_number: int
+    title: str
+    author: str
+    source_branch: str
+    target_branch: str
+    url: str
+    
+    class Config:
+        from_attributes = True
+
+
+class ReviewResponse(BaseModel):
+    """Schema for review response"""
+    id: int
+    pull_request_id: int
+    pull_request: PullRequestInfo
+    status: ReviewStatusEnum
+    started_at: datetime
+    completed_at: Optional[datetime] = None
+    files_analyzed: int
+    comments_generated: int
+    error_message: Optional[str] = None
+    comments: Optional[List[CommentResponse]] = None
+    
+    class Config:
+        from_attributes = True
+
+
+class ReviewList(BaseModel):
+    """Schema for review list response"""
+    items: List[ReviewResponse]
+    total: int
+
+
+class ReviewStats(BaseModel):
+    """Schema for review statistics"""
+    total_reviews: int
+    active_reviews: int
+    completed_reviews: int
+    failed_reviews: int
+    total_comments: int
+    avg_comments_per_review: float
+

backend/app/schemas/webhook.py

@@ -0,0 +1,68 @@
+"""Webhook payload schemas"""
+
+from pydantic import BaseModel, Field
+from typing import Optional, Dict, Any
+
+
+class GiteaPullRequest(BaseModel):
+    """Gitea pull request data"""
+    id: int
+    number: int
+    title: str
+    body: Optional[str] = None
+    state: str
+    user: Dict[str, Any]
+    head: Dict[str, Any]
+    base: Dict[str, Any]
+    html_url: str
+
+
+class GiteaWebhook(BaseModel):
+    """Gitea webhook payload"""
+    action: str = Field(..., description="Action type: opened, synchronized, closed, etc.")
+    number: int = Field(..., description="Pull request number")
+    pull_request: GiteaPullRequest
+    repository: Dict[str, Any]
+    sender: Dict[str, Any]
+
+
+class GitHubPullRequest(BaseModel):
+    """GitHub pull request data"""
+    id: int
+    number: int
+    title: str
+    body: Optional[str] = None
+    state: str
+    user: Dict[str, Any]
+    head: Dict[str, Any]
+    base: Dict[str, Any]
+    html_url: str
+
+
+class GitHubWebhook(BaseModel):
+    """GitHub webhook payload"""
+    action: str
+    number: int
+    pull_request: GitHubPullRequest
+    repository: Dict[str, Any]
+    sender: Dict[str, Any]
+
+
+class BitbucketPullRequest(BaseModel):
+    """Bitbucket pull request data"""
+    id: int
+    title: str
+    description: Optional[str] = None
+    state: str
+    author: Dict[str, Any]
+    source: Dict[str, Any]
+    destination: Dict[str, Any]
+    links: Dict[str, Any]
+
+
+class BitbucketWebhook(BaseModel):
+    """Bitbucket webhook payload"""
+    pullrequest: BitbucketPullRequest
+    repository: Dict[str, Any]
+    actor: Dict[str, Any]
+

backend/app/services/__init__.py

@@ -0,0 +1,9 @@
+"""Git platform services"""
+
+from app.services.base import BaseGitService
+from app.services.gitea import GiteaService
+from app.services.github import GitHubService
+from app.services.bitbucket import BitbucketService
+
+__all__ = ["BaseGitService", "GiteaService", "GitHubService", "BitbucketService"]
+

backend/app/services/base.py

@@ -0,0 +1,77 @@
+"""Base service for Git platforms"""
+
+from abc import ABC, abstractmethod
+from typing import List, Dict, Any, Optional
+from dataclasses import dataclass
+
+
+@dataclass
+class FileChange:
+    """Represents a changed file in PR"""
+    filename: str
+    status: str  # added, modified, removed
+    additions: int
+    deletions: int
+    patch: Optional[str] = None
+    content: Optional[str] = None
+
+
+@dataclass
+class PRInfo:
+    """Pull request information"""
+    number: int
+    title: str
+    description: str
+    author: str
+    source_branch: str
+    target_branch: str
+    url: str
+    state: str
+
+
+class BaseGitService(ABC):
+    """Base class for Git platform services"""
+    
+    def __init__(self, base_url: str, token: str, repo_owner: str, repo_name: str):
+        self.base_url = base_url.rstrip("/")
+        self.token = token
+        self.repo_owner = repo_owner
+        self.repo_name = repo_name
+    
+    @abstractmethod
+    async def get_pull_request(self, pr_number: int) -> PRInfo:
+        """Get pull request information"""
+        pass
+    
+    @abstractmethod
+    async def get_pr_files(self, pr_number: int) -> List[FileChange]:
+        """Get list of changed files in PR"""
+        pass
+    
+    @abstractmethod
+    async def get_file_content(self, file_path: str, ref: str) -> str:
+        """Get file content at specific ref"""
+        pass
+    
+    @abstractmethod
+    async def create_review_comment(
+        self,
+        pr_number: int,
+        file_path: str,
+        line_number: int,
+        comment: str,
+        commit_id: str
+    ) -> Dict[str, Any]:
+        """Create a review comment on PR"""
+        pass
+    
+    @abstractmethod
+    async def create_review(
+        self,
+        pr_number: int,
+        comments: List[Dict[str, Any]],
+        body: str = ""
+    ) -> Dict[str, Any]:
+        """Create a review with multiple comments"""
+        pass
+

backend/app/services/bitbucket.py

@@ -0,0 +1,181 @@
+"""Bitbucket API service"""
+
+import httpx
+from typing import List, Dict, Any
+from app.services.base import BaseGitService, FileChange, PRInfo
+
+
+class BitbucketService(BaseGitService):
+    """Service for interacting with Bitbucket API"""
+    
+    def __init__(self, base_url: str, token: str, repo_owner: str, repo_name: str):
+        # Bitbucket Cloud uses api.bitbucket.org
+        super().__init__("https://api.bitbucket.org/2.0", token, repo_owner, repo_name)
+    
+    def _get_headers(self) -> Dict[str, str]:
+        """Get headers for API requests"""
+        return {
+            "Authorization": f"Bearer {self.token}",
+            "Content-Type": "application/json"
+        }
+    
+    def _get_repo_path(self) -> str:
+        """Get repository API path"""
+        return f"{self.base_url}/repositories/{self.repo_owner}/{self.repo_name}"
+    
+    async def get_pull_request(self, pr_number: int) -> PRInfo:
+        """Get pull request information from Bitbucket"""
+        url = f"{self._get_repo_path()}/pullrequests/{pr_number}"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            data = response.json()
+            
+            return PRInfo(
+                number=data["id"],
+                title=data["title"],
+                description=data.get("description", ""),
+                author=data["author"]["display_name"],
+                source_branch=data["source"]["branch"]["name"],
+                target_branch=data["destination"]["branch"]["name"],
+                url=data["links"]["html"]["href"],
+                state=data["state"]
+            )
+    
+    async def get_pr_files(self, pr_number: int) -> List[FileChange]:
+        """Get list of changed files in PR"""
+        url = f"{self._get_repo_path()}/pullrequests/{pr_number}/diffstat"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            data = response.json()
+            
+            changes = []
+            for file in data.get("values", []):
+                status = file.get("status", "modified")
+                changes.append(FileChange(
+                    filename=file["new"]["path"] if file.get("new") else file["old"]["path"],
+                    status=status,
+                    additions=file.get("lines_added", 0),
+                    deletions=file.get("lines_removed", 0)
+                ))
+            
+            return changes
+    
+    async def get_file_content(self, file_path: str, ref: str) -> str:
+        """Get file content at specific ref"""
+        url = f"{self._get_repo_path()}/src/{ref}/{file_path}"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            return response.text
+    
+    async def create_review_comment(
+        self,
+        pr_number: int,
+        file_path: str,
+        line_number: int,
+        comment: str,
+        commit_id: str
+    ) -> Dict[str, Any]:
+        """Create a review comment on PR"""
+        url = f"{self._get_repo_path()}/pullrequests/{pr_number}/comments"
+        
+        payload = {
+            "content": {
+                "raw": comment
+            },
+            "inline": {
+                "path": file_path,
+                "to": line_number
+            }
+        }
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.post(
+                url,
+                headers=self._get_headers(),
+                json=payload
+            )
+            response.raise_for_status()
+            return response.json()
+    
+    async def create_review(
+        self,
+        pr_number: int,
+        comments: List[Dict[str, Any]],
+        body: str = "",
+        event: str = "COMMENT"
+    ) -> Dict[str, Any]:
+        """Create a review with separate comment for each issue
+        
+        Args:
+            pr_number: PR number
+            comments: List of comments
+            body: Overall review summary (markdown supported)
+            event: Review event (не используется, для совместимости)
+        """
+        print(f"\n📤 Публикация ревью в Bitbucket PR #{pr_number}")
+        print(f"   Комментариев для публикации: {len(comments)}")
+        
+        url = f"{self._get_repo_path()}/pullrequests/{pr_number}/comments"
+        
+        # 1. Сначала публикуем общий summary
+        if body:
+            print(f"\n   📝 Публикация общего summary ({len(body)} символов)...")
+            payload = {
+                "content": {
+                    "raw": body
+                }
+            }
+            
+            async with httpx.AsyncClient(timeout=30.0) as client:
+                response = await client.post(
+                    url,
+                    headers=self._get_headers(),
+                    json=payload
+                )
+                response.raise_for_status()
+                print(f"   ✅ Summary опубликован!")
+        
+        # 2. Затем публикуем каждую проблему отдельным комментарием
+        if comments:
+            print(f"\n   💬 Публикация {len(comments)} отдельных комментариев...")
+            for i, comment in enumerate(comments, 1):
+                severity_emoji = {
+                    "ERROR": "❌",
+                    "WARNING": "⚠️",
+                    "INFO": "ℹ️"
+                }.get(comment.get("severity", "INFO").upper(), "💬")
+                
+                # Bitbucket ссылка на строку
+                file_url = f"https://bitbucket.org/{self.repo_owner}/{self.repo_name}/pull-requests/{pr_number}/diff#{comment['file_path']}T{comment['line_number']}"
+                
+                # Форматируем комментарий
+                comment_body = f"{severity_emoji} **[`{comment['file_path']}:{comment['line_number']}`]({file_url})**\n\n"
+                comment_body += f"**{comment.get('severity', 'INFO').upper()}**: {comment['content']}"
+                
+                payload = {
+                    "content": {
+                        "raw": comment_body
+                    }
+                }
+                
+                try:
+                    async with httpx.AsyncClient(timeout=30.0) as client:
+                        response = await client.post(
+                            url,
+                            headers=self._get_headers(),
+                            json=payload
+                        )
+                        response.raise_for_status()
+                        print(f"   ✅ {i}/{len(comments)}: {comment['file_path']}:{comment['line_number']}")
+                except Exception as e:
+                    print(f"   ❌ {i}/{len(comments)}: Ошибка - {e}")
+        
+        print(f"\n   🎉 Все комментарии опубликованы!")
+        return {"summary": "posted", "comments_count": len(comments)}
+

backend/app/services/gitea.py

@@ -0,0 +1,228 @@
+"""Gitea API service"""
+
+import httpx
+from typing import List, Dict, Any, Optional
+from app.services.base import BaseGitService, FileChange, PRInfo
+
+
+class GiteaService(BaseGitService):
+    """Service for interacting with Gitea API"""
+    
+    def _get_headers(self) -> Dict[str, str]:
+        """Get headers for API requests"""
+        return {
+            "Authorization": f"token {self.token}",
+            "Content-Type": "application/json"
+        }
+    
+    def _get_repo_path(self) -> str:
+        """Get repository API path"""
+        return f"{self.base_url}/api/v1/repos/{self.repo_owner}/{self.repo_name}"
+    
+    async def get_pull_request(self, pr_number: int) -> PRInfo:
+        """Get pull request information from Gitea"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            data = response.json()
+            
+            return PRInfo(
+                number=data["number"],
+                title=data["title"],
+                description=data.get("body", ""),
+                author=data["user"]["login"],
+                source_branch=data["head"]["ref"],
+                target_branch=data["base"]["ref"],
+                url=data["html_url"],
+                state=data["state"]
+            )
+    
+    async def get_pr_files(self, pr_number: int) -> List[FileChange]:
+        """Get list of changed files in PR"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}/files"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            files_data = response.json()
+            
+            changes = []
+            for file in files_data:
+                patch = file.get("patch")
+                
+                # Если patch отсутствует, попробуем получить через diff API
+                if not patch:
+                    print(f"⚠️ Patch отсутствует для {file['filename']}, попытка получить через .diff")
+                    try:
+                        diff_url = f"{self._get_repo_path()}/pulls/{pr_number}.diff"
+                        diff_response = await client.get(diff_url, headers=self._get_headers())
+                        if diff_response.status_code == 200:
+                            full_diff = diff_response.text
+                            # Извлекаем diff для конкретного файла
+                            patch = self._extract_file_diff(full_diff, file["filename"])
+                            print(f"✅ Получен diff через .diff API ({len(patch) if patch else 0} символов)")
+                    except Exception as e:
+                        print(f"❌ Не удалось получить diff: {e}")
+                
+                changes.append(FileChange(
+                    filename=file["filename"],
+                    status=file["status"],
+                    additions=file.get("additions", 0),
+                    deletions=file.get("deletions", 0),
+                    patch=patch
+                ))
+            
+            return changes
+    
+    def _extract_file_diff(self, full_diff: str, filename: str) -> str:
+        """Extract diff for specific file from full diff"""
+        lines = full_diff.split('\n')
+        file_diff = []
+        in_file = False
+        
+        for i, line in enumerate(lines):
+            # Начало diff для файла
+            if line.startswith('diff --git') and filename in line:
+                in_file = True
+                file_diff.append(line)
+                continue
+            
+            # Следующий файл - прекращаем
+            if in_file and line.startswith('diff --git') and filename not in line:
+                break
+            
+            if in_file:
+                file_diff.append(line)
+        
+        return '\n'.join(file_diff) if file_diff else None
+    
+    async def get_file_content(self, file_path: str, ref: str) -> str:
+        """Get file content at specific ref"""
+        url = f"{self._get_repo_path()}/contents/{file_path}"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(
+                url,
+                headers=self._get_headers(),
+                params={"ref": ref}
+            )
+            response.raise_for_status()
+            data = response.json()
+            
+            # Gitea returns base64 encoded content
+            import base64
+            content = base64.b64decode(data["content"]).decode("utf-8")
+            return content
+    
+    async def get_pr_commits(self, pr_number: int) -> List[Dict[str, Any]]:
+        """Get commits in PR"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}/commits"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            return response.json()
+    
+    async def create_review_comment(
+        self,
+        pr_number: int,
+        file_path: str,
+        line_number: int,
+        comment: str,
+        commit_id: str
+    ) -> Dict[str, Any]:
+        """Create a review comment on PR"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}/reviews"
+        
+        payload = {
+            "body": comment,
+            "commit_id": commit_id,
+            "comments": [{
+                "path": file_path,
+                "body": comment,
+                "new_position": line_number
+            }]
+        }
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.post(
+                url,
+                headers=self._get_headers(),
+                json=payload
+            )
+            response.raise_for_status()
+            return response.json()
+    
+    async def create_review(
+        self,
+        pr_number: int,
+        comments: List[Dict[str, Any]],
+        body: str = "",
+        event: str = "COMMENT"
+    ) -> Dict[str, Any]:
+        """Create a review with separate comment for each issue
+        
+        Args:
+            pr_number: PR number
+            comments: List of comments with file_path, line_number, content, severity
+            body: Overall review summary (markdown supported)
+            event: Review event (не используется, для совместимости)
+        
+        Note: Gitea не поддерживает inline комментарии через API,
+        поэтому создаем отдельный комментарий для каждой проблемы.
+        """
+        print(f"\n📤 Публикация ревью в Gitea PR #{pr_number}")
+        print(f"   Комментариев для публикации: {len(comments)}")
+        
+        url = f"{self._get_repo_path()}/issues/{pr_number}/comments"
+        
+        # 1. Сначала публикуем общий summary
+        if body:
+            print(f"\n   📝 Публикация общего summary ({len(body)} символов)...")
+            payload = {"body": body}
+            
+            async with httpx.AsyncClient(timeout=30.0) as client:
+                response = await client.post(
+                    url,
+                    headers=self._get_headers(),
+                    json=payload
+                )
+                response.raise_for_status()
+                print(f"   ✅ Summary опубликован!")
+        
+        # 2. Затем публикуем каждую проблему отдельным комментарием
+        if comments:
+            print(f"\n   💬 Публикация {len(comments)} отдельных комментариев...")
+            for i, comment in enumerate(comments, 1):
+                severity_emoji = {
+                    "ERROR": "❌",
+                    "WARNING": "⚠️",
+                    "INFO": "ℹ️"
+                }.get(comment.get("severity", "INFO").upper(), "💬")
+                
+                # Создаем ссылку на строку
+                file_url = f"{self.base_url}/{self.repo_owner}/{self.repo_name}/pulls/{pr_number}/files#L{comment['line_number']}"
+                
+                # Форматируем комментарий
+                comment_body = f"{severity_emoji} **[`{comment['file_path']}:{comment['line_number']}`]({file_url})**\n\n"
+                comment_body += f"**{comment.get('severity', 'INFO').upper()}**: {comment['content']}"
+                
+                payload = {"body": comment_body}
+                
+                try:
+                    async with httpx.AsyncClient(timeout=30.0) as client:
+                        response = await client.post(
+                            url,
+                            headers=self._get_headers(),
+                            json=payload
+                        )
+                        response.raise_for_status()
+                        print(f"   ✅ {i}/{len(comments)}: {comment['file_path']}:{comment['line_number']}")
+                except Exception as e:
+                    print(f"   ❌ {i}/{len(comments)}: Ошибка - {e}")
+        
+        print(f"\n   🎉 Все комментарии опубликованы!")
+        return {"summary": "posted", "comments_count": len(comments)}
+

backend/app/services/github.py

@@ -0,0 +1,181 @@
+"""GitHub API service"""
+
+import httpx
+from typing import List, Dict, Any
+from app.services.base import BaseGitService, FileChange, PRInfo
+
+
+class GitHubService(BaseGitService):
+    """Service for interacting with GitHub API"""
+    
+    def __init__(self, base_url: str, token: str, repo_owner: str, repo_name: str):
+        # GitHub always uses api.github.com
+        super().__init__("https://api.github.com", token, repo_owner, repo_name)
+    
+    def _get_headers(self) -> Dict[str, str]:
+        """Get headers for API requests"""
+        return {
+            "Authorization": f"token {self.token}",
+            "Accept": "application/vnd.github.v3+json",
+            "Content-Type": "application/json"
+        }
+    
+    def _get_repo_path(self) -> str:
+        """Get repository API path"""
+        return f"{self.base_url}/repos/{self.repo_owner}/{self.repo_name}"
+    
+    async def get_pull_request(self, pr_number: int) -> PRInfo:
+        """Get pull request information from GitHub"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            data = response.json()
+            
+            return PRInfo(
+                number=data["number"],
+                title=data["title"],
+                description=data.get("body", ""),
+                author=data["user"]["login"],
+                source_branch=data["head"]["ref"],
+                target_branch=data["base"]["ref"],
+                url=data["html_url"],
+                state=data["state"]
+            )
+    
+    async def get_pr_files(self, pr_number: int) -> List[FileChange]:
+        """Get list of changed files in PR"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}/files"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(url, headers=self._get_headers())
+            response.raise_for_status()
+            files_data = response.json()
+            
+            changes = []
+            for file in files_data:
+                changes.append(FileChange(
+                    filename=file["filename"],
+                    status=file["status"],
+                    additions=file.get("additions", 0),
+                    deletions=file.get("deletions", 0),
+                    patch=file.get("patch")
+                ))
+            
+            return changes
+    
+    async def get_file_content(self, file_path: str, ref: str) -> str:
+        """Get file content at specific ref"""
+        url = f"{self._get_repo_path()}/contents/{file_path}"
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.get(
+                url,
+                headers=self._get_headers(),
+                params={"ref": ref}
+            )
+            response.raise_for_status()
+            data = response.json()
+            
+            # GitHub returns base64 encoded content
+            import base64
+            content = base64.b64decode(data["content"]).decode("utf-8")
+            return content
+    
+    async def create_review_comment(
+        self,
+        pr_number: int,
+        file_path: str,
+        line_number: int,
+        comment: str,
+        commit_id: str
+    ) -> Dict[str, Any]:
+        """Create a review comment on PR"""
+        url = f"{self._get_repo_path()}/pulls/{pr_number}/comments"
+        
+        payload = {
+            "body": comment,
+            "commit_id": commit_id,
+            "path": file_path,
+            "line": line_number,
+            "side": "RIGHT"
+        }
+        
+        async with httpx.AsyncClient() as client:
+            response = await client.post(
+                url,
+                headers=self._get_headers(),
+                json=payload
+            )
+            response.raise_for_status()
+            return response.json()
+    
+    async def create_review(
+        self,
+        pr_number: int,
+        comments: List[Dict[str, Any]],
+        body: str = "",
+        event: str = "COMMENT"
+    ) -> Dict[str, Any]:
+        """Create a review with separate comment for each issue
+        
+        Args:
+            pr_number: PR number
+            comments: List of comments
+            body: Overall review summary (markdown supported)
+            event: Review event (не используется, для совместимости)
+        """
+        print(f"\n📤 Публикация ревью в GitHub PR #{pr_number}")
+        print(f"   Комментариев для публикации: {len(comments)}")
+        
+        url = f"{self._get_repo_path()}/issues/{pr_number}/comments"
+        
+        # 1. Сначала публикуем общий summary
+        if body:
+            print(f"\n   📝 Публикация общего summary ({len(body)} символов)...")
+            payload = {"body": body}
+            
+            async with httpx.AsyncClient(timeout=30.0) as client:
+                response = await client.post(
+                    url,
+                    headers=self._get_headers(),
+                    json=payload
+                )
+                response.raise_for_status()
+                print(f"   ✅ Summary опубликован!")
+        
+        # 2. Затем публикуем каждую проблему отдельным комментарием
+        if comments:
+            print(f"\n   💬 Публикация {len(comments)} отдельных комментариев...")
+            for i, comment in enumerate(comments, 1):
+                severity_emoji = {
+                    "ERROR": "❌",
+                    "WARNING": "⚠️",
+                    "INFO": "ℹ️"
+                }.get(comment.get("severity", "INFO").upper(), "💬")
+                
+                # GitHub ссылка на строку
+                file_url = f"https://github.com/{self.repo_owner}/{self.repo_name}/pull/{pr_number}/files#L{comment['line_number']}"
+                
+                # Форматируем комментарий
+                comment_body = f"{severity_emoji} **[`{comment['file_path']}:{comment['line_number']}`]({file_url})**\n\n"
+                comment_body += f"**{comment.get('severity', 'INFO').upper()}**: {comment['content']}"
+                
+                payload = {"body": comment_body}
+                
+                try:
+                    async with httpx.AsyncClient(timeout=30.0) as client:
+                        response = await client.post(
+                            url,
+                            headers=self._get_headers(),
+                            json=payload
+                        )
+                        response.raise_for_status()
+                        print(f"   ✅ {i}/{len(comments)}: {comment['file_path']}:{comment['line_number']}")
+                except Exception as e:
+                    print(f"   ❌ {i}/{len(comments)}: Ошибка - {e}")
+        
+        print(f"\n   🎉 Все комментарии опубликованы!")
+        return {"summary": "posted", "comments_count": len(comments)}
+

backend/app/utils.py

@@ -0,0 +1,40 @@
+"""Utility functions"""
+
+from cryptography.fernet import Fernet, InvalidToken
+from app.config import settings
+import base64
+
+
+def get_cipher():
+    """Get Fernet cipher for encryption"""
+    # Use first 32 bytes of encryption key, base64 encoded
+    key = settings.encryption_key.encode()[:32]
+    # Pad to 32 bytes if needed
+    key = key.ljust(32, b'0')
+    # Base64 encode for Fernet
+    key_b64 = base64.urlsafe_b64encode(key)
+    return Fernet(key_b64)
+
+
+def encrypt_token(token: str) -> str:
+    """Encrypt API token"""
+    cipher = get_cipher()
+    return cipher.encrypt(token.encode()).decode()
+
+
+def decrypt_token(encrypted_token: str) -> str:
+    """Decrypt API token
+    
+    Raises:
+        ValueError: If token cannot be decrypted (wrong encryption key)
+    """
+    cipher = get_cipher()
+    try:
+        return cipher.decrypt(encrypted_token.encode()).decode()
+    except InvalidToken:
+        raise ValueError(
+            "Не удалось расшифровать API токен. "
+            "Возможно, ключ шифрования (ENCRYPTION_KEY) был изменен. "
+            "Пожалуйста, обновите API токен для этого репозитория."
+        )
+

backend/app/webhooks/__init__.py

@@ -0,0 +1,8 @@
+"""Webhook handlers"""
+
+from app.webhooks.gitea import handle_gitea_webhook
+from app.webhooks.github import handle_github_webhook
+from app.webhooks.bitbucket import handle_bitbucket_webhook
+
+__all__ = ["handle_gitea_webhook", "handle_github_webhook", "handle_bitbucket_webhook"]
+

backend/app/webhooks/bitbucket.py

@@ -0,0 +1,97 @@
+"""Bitbucket webhook handler"""
+
+from fastapi import HTTPException
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import select
+
+from app.models import Repository, PullRequest, Review
+from app.models.pull_request import PRStatusEnum
+from app.models.review import ReviewStatusEnum
+from app.schemas.webhook import BitbucketWebhook
+
+
+async def handle_bitbucket_webhook(
+    webhook_data: BitbucketWebhook,
+    db: AsyncSession
+) -> dict:
+    """Handle Bitbucket webhook"""
+    
+    # Find repository by URL
+    repo_url = webhook_data.repository.get("links", {}).get("html", {}).get("href", "")
+    result = await db.execute(
+        select(Repository).where(Repository.url == repo_url)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    # Check if repository is active
+    if not repository.is_active:
+        return {"message": "Repository is not active"}
+    
+    # Get PR state
+    pr_state = webhook_data.pullrequest.state.lower()
+    
+    # Handle PR events
+    if pr_state in ["open", "opened"]:
+        # Create or update PR
+        result = await db.execute(
+            select(PullRequest).where(
+                PullRequest.repository_id == repository.id,
+                PullRequest.pr_number == webhook_data.pullrequest.id
+            )
+        )
+        pr = result.scalar_one_or_none()
+        
+        if not pr:
+            pr = PullRequest(
+                repository_id=repository.id,
+                pr_number=webhook_data.pullrequest.id,
+                title=webhook_data.pullrequest.title,
+                author=webhook_data.pullrequest.author.get("display_name", ""),
+                source_branch=webhook_data.pullrequest.source.get("branch", {}).get("name", ""),
+                target_branch=webhook_data.pullrequest.destination.get("branch", {}).get("name", ""),
+                url=webhook_data.pullrequest.links.get("html", {}).get("href", ""),
+                status=PRStatusEnum.OPEN
+            )
+            db.add(pr)
+            await db.commit()
+            await db.refresh(pr)
+        else:
+            pr.title = webhook_data.pullrequest.title
+            pr.status = PRStatusEnum.OPEN
+            await db.commit()
+        
+        # Create review
+        review = Review(
+            pull_request_id=pr.id,
+            status=ReviewStatusEnum.PENDING
+        )
+        db.add(review)
+        await db.commit()
+        await db.refresh(review)
+        
+        return {
+            "message": "Review created",
+            "review_id": review.id,
+            "pr_id": pr.id
+        }
+    
+    elif pr_state in ["closed", "merged", "declined"]:
+        # Mark PR as closed
+        result = await db.execute(
+            select(PullRequest).where(
+                PullRequest.repository_id == repository.id,
+                PullRequest.pr_number == webhook_data.pullrequest.id
+            )
+        )
+        pr = result.scalar_one_or_none()
+        if pr:
+            pr.status = PRStatusEnum.CLOSED
+            await db.commit()
+        
+        return {"message": "PR closed"}
+    
+    return {"message": "Event not handled"}
+

backend/app/webhooks/gitea.py

@@ -0,0 +1,116 @@
+"""Gitea webhook handler"""
+
+import hmac
+import hashlib
+from fastapi import HTTPException
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import select
+
+from app.models import Repository, PullRequest, Review
+from app.models.pull_request import PRStatusEnum
+from app.models.review import ReviewStatusEnum
+from app.schemas.webhook import GiteaWebhook
+
+
+def verify_gitea_signature(payload: bytes, signature: str, secret: str) -> bool:
+    """Verify Gitea webhook signature"""
+    if not signature:
+        return False
+    
+    expected_signature = hmac.new(
+        secret.encode(),
+        payload,
+        hashlib.sha256
+    ).hexdigest()
+    
+    return hmac.compare_digest(signature, expected_signature)
+
+
+async def handle_gitea_webhook(
+    webhook_data: GiteaWebhook,
+    signature: str,
+    raw_payload: bytes,
+    db: AsyncSession
+) -> dict:
+    """Handle Gitea webhook"""
+    
+    # Find repository by URL
+    repo_url = webhook_data.repository.get("html_url", "")
+    result = await db.execute(
+        select(Repository).where(Repository.url == repo_url)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    # Verify signature
+    if not verify_gitea_signature(raw_payload, signature, repository.webhook_secret):
+        raise HTTPException(status_code=403, detail="Invalid signature")
+    
+    # Check if repository is active
+    if not repository.is_active:
+        return {"message": "Repository is not active"}
+    
+    # Handle PR events
+    if webhook_data.action in ["opened", "synchronized", "reopened"]:
+        # Create or update PR
+        result = await db.execute(
+            select(PullRequest).where(
+                PullRequest.repository_id == repository.id,
+                PullRequest.pr_number == webhook_data.number
+            )
+        )
+        pr = result.scalar_one_or_none()
+        
+        if not pr:
+            pr = PullRequest(
+                repository_id=repository.id,
+                pr_number=webhook_data.number,
+                title=webhook_data.pull_request.title,
+                author=webhook_data.pull_request.user.get("login", ""),
+                source_branch=webhook_data.pull_request.head.get("ref", ""),
+                target_branch=webhook_data.pull_request.base.get("ref", ""),
+                url=webhook_data.pull_request.html_url,
+                status=PRStatusEnum.OPEN
+            )
+            db.add(pr)
+            await db.commit()
+            await db.refresh(pr)
+        else:
+            pr.title = webhook_data.pull_request.title
+            pr.status = PRStatusEnum.OPEN
+            await db.commit()
+        
+        # Create review
+        review = Review(
+            pull_request_id=pr.id,
+            status=ReviewStatusEnum.PENDING
+        )
+        db.add(review)
+        await db.commit()
+        await db.refresh(review)
+        
+        return {
+            "message": "Review created",
+            "review_id": review.id,
+            "pr_id": pr.id
+        }
+    
+    elif webhook_data.action == "closed":
+        # Mark PR as closed
+        result = await db.execute(
+            select(PullRequest).where(
+                PullRequest.repository_id == repository.id,
+                PullRequest.pr_number == webhook_data.number
+            )
+        )
+        pr = result.scalar_one_or_none()
+        if pr:
+            pr.status = PRStatusEnum.CLOSED
+            await db.commit()
+        
+        return {"message": "PR closed"}
+    
+    return {"message": "Event not handled"}
+

backend/app/webhooks/github.py

@@ -0,0 +1,116 @@
+"""GitHub webhook handler"""
+
+import hmac
+import hashlib
+from fastapi import HTTPException
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy import select
+
+from app.models import Repository, PullRequest, Review
+from app.models.pull_request import PRStatusEnum
+from app.models.review import ReviewStatusEnum
+from app.schemas.webhook import GitHubWebhook
+
+
+def verify_github_signature(payload: bytes, signature: str, secret: str) -> bool:
+    """Verify GitHub webhook signature"""
+    if not signature or not signature.startswith("sha256="):
+        return False
+    
+    expected_signature = "sha256=" + hmac.new(
+        secret.encode(),
+        payload,
+        hashlib.sha256
+    ).hexdigest()
+    
+    return hmac.compare_digest(signature, expected_signature)
+
+
+async def handle_github_webhook(
+    webhook_data: GitHubWebhook,
+    signature: str,
+    raw_payload: bytes,
+    db: AsyncSession
+) -> dict:
+    """Handle GitHub webhook"""
+    
+    # Find repository by URL
+    repo_url = webhook_data.repository.get("html_url", "")
+    result = await db.execute(
+        select(Repository).where(Repository.url == repo_url)
+    )
+    repository = result.scalar_one_or_none()
+    
+    if not repository:
+        raise HTTPException(status_code=404, detail="Repository not found")
+    
+    # Verify signature
+    if not verify_github_signature(raw_payload, signature, repository.webhook_secret):
+        raise HTTPException(status_code=403, detail="Invalid signature")
+    
+    # Check if repository is active
+    if not repository.is_active:
+        return {"message": "Repository is not active"}
+    
+    # Handle PR events
+    if webhook_data.action in ["opened", "synchronize", "reopened"]:
+        # Create or update PR
+        result = await db.execute(
+            select(PullRequest).where(
+                PullRequest.repository_id == repository.id,
+                PullRequest.pr_number == webhook_data.number
+            )
+        )
+        pr = result.scalar_one_or_none()
+        
+        if not pr:
+            pr = PullRequest(
+                repository_id=repository.id,
+                pr_number=webhook_data.number,
+                title=webhook_data.pull_request.title,
+                author=webhook_data.pull_request.user.get("login", ""),
+                source_branch=webhook_data.pull_request.head.get("ref", ""),
+                target_branch=webhook_data.pull_request.base.get("ref", ""),
+                url=webhook_data.pull_request.html_url,
+                status=PRStatusEnum.OPEN
+            )
+            db.add(pr)
+            await db.commit()
+            await db.refresh(pr)
+        else:
+            pr.title = webhook_data.pull_request.title
+            pr.status = PRStatusEnum.OPEN
+            await db.commit()
+        
+        # Create review
+        review = Review(
+            pull_request_id=pr.id,
+            status=ReviewStatusEnum.PENDING
+        )
+        db.add(review)
+        await db.commit()
+        await db.refresh(review)
+        
+        return {
+            "message": "Review created",
+            "review_id": review.id,
+            "pr_id": pr.id
+        }
+    
+    elif webhook_data.action == "closed":
+        # Mark PR as closed
+        result = await db.execute(
+            select(PullRequest).where(
+                PullRequest.repository_id == repository.id,
+                PullRequest.pr_number == webhook_data.number
+            )
+        )
+        pr = result.scalar_one_or_none()
+        if pr:
+            pr.status = PRStatusEnum.CLOSED
+            await db.commit()
+        
+        return {"message": "PR closed"}
+    
+    return {"message": "Event not handled"}
+

backend/requirements.txt

@@ -0,0 +1,29 @@
+# FastAPI и зависимости
+fastapi>=0.100.0
+uvicorn[standard]>=0.23.0
+python-multipart>=0.0.6
+websockets>=11.0
+
+# Database
+sqlalchemy>=2.0.0
+aiosqlite>=0.19.0
+
+# LangChain/LangGraph - используем более новые версии совместимые с Python 3.13
+langchain>=0.3.0
+langchain-community>=0.3.0
+langgraph>=0.2.0
+langchain-ollama>=0.2.0
+
+# HTTP клиент
+httpx>=0.25.0
+
+# Encryption - используем версию с wheels для Python 3.13
+cryptography>=41.0.0
+
+# Pydantic
+pydantic>=2.5.0
+pydantic-settings>=2.1.0
+
+# Utilities
+python-dotenv>=1.0.0
+

backend/start.bat

@@ -0,0 +1,45 @@
+@echo off
+REM AI Review Backend Start Script for Windows
+
+echo 🚀 Starting AI Review Backend...
+
+REM Check if venv exists
+if not exist "venv" (
+    echo 📦 Creating virtual environment...
+    python -m venv venv
+)
+
+REM Activate venv
+echo 🔧 Activating virtual environment...
+call venv\Scripts\activate.bat
+
+REM Install dependencies
+echo 📥 Installing dependencies...
+pip install -q -r requirements.txt
+
+REM Check .env
+if not exist ".env" (
+    echo ⚠️  .env file not found!
+    echo Creating .env from .env.example...
+    copy .env.example .env
+    echo.
+    echo ⚠️  IMPORTANT: Edit .env and set SECRET_KEY and ENCRYPTION_KEY!
+    echo.
+    pause
+)
+
+REM Check Ollama
+echo 🤖 Checking Ollama...
+where ollama >nul 2>nul
+if %ERRORLEVEL% NEQ 0 (
+    echo ❌ Ollama not found! Please install from https://ollama.ai/
+    pause
+    exit /b 1
+)
+
+REM Start server
+echo ✅ Starting server on http://localhost:8000
+echo 📚 API docs: http://localhost:8000/docs
+echo.
+uvicorn app.main:app --reload --host 0.0.0.0 --port 8000
+

backend/start.sh

@@ -0,0 +1,49 @@
+#!/bin/bash
+
+# AI Review Backend Start Script
+
+echo "🚀 Starting AI Review Backend..."
+
+# Check if venv exists
+if [ ! -d "venv" ]; then
+    echo "📦 Creating virtual environment..."
+    python3 -m venv venv
+fi
+
+# Activate venv
+echo "🔧 Activating virtual environment..."
+source venv/bin/activate
+
+# Install dependencies
+echo "📥 Installing dependencies..."
+pip install -q -r requirements.txt
+
+# Check .env
+if [ ! -f ".env" ]; then
+    echo "⚠️  .env file not found!"
+    echo "Creating .env from .env.example..."
+    cp .env.example .env
+    echo ""
+    echo "⚠️  IMPORTANT: Edit .env and set SECRET_KEY and ENCRYPTION_KEY!"
+    echo ""
+    read -p "Press Enter to continue..."
+fi
+
+# Check Ollama
+echo "🤖 Checking Ollama..."
+if ! command -v ollama &> /dev/null; then
+    echo "❌ Ollama not found! Please install from https://ollama.ai/"
+    exit 1
+fi
+
+if ! ollama list | grep -q "codellama"; then
+    echo "📥 Pulling codellama model..."
+    ollama pull codellama
+fi
+
+# Start server
+echo "✅ Starting server on http://localhost:8000"
+echo "📚 API docs: http://localhost:8000/docs"
+echo ""
+uvicorn app.main:app --reload --host 0.0.0.0 --port 8000
+