server

Use this skill to scaffold and maintain backend services in the server/ directory. Follow the stack preferences and configuration details below.

Quick Start

1. Initialize: uv init.
2. Manager: Use uv for all dependency operations.
3. Framework: Setup FastAPI with Pydantic.
4. Database: configure SQLAlchemy (Async) + Alembic.

Project Management (uv)

Use uv for all Python project management (scaffolding, dependency management, virtual environments).

| Command | Description |

|---------|-------------|

| uv init | Initialize a new project |

| uv add | Add dependency |

| uv add --dev | Add development dependency |

| uv run | Run command in virtual environment |

| uv venv | Create virtual environment |

Project Location

The backend project should be initialized in the server/ directory.

Framework (FastAPI)

Use FastAPI for building APIs.

• Use APIRouter for modularizing routes.
• Use pydantic-settings for configuration management.

Database (SQLAlchemy + Alembic)

Use SQLAlchemy 2.0+ with AsyncIO support.

Use Alembic for database migrations.

AI & LLM (LiteLLM + Docling)

• LiteLLM: For standardized access to various LLM providers.
• Docling: For parsing and processing documents.

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Setup & Configuration

| Topic | Description | Reference |

|-------|-------------|-----------|

| Project Setup | Using uv, strict python versioning, and environment variables | [setup](references/setup.md) |

| API Development | FastAPI structure, error handling, and validation | [api](references/api.md) |

Data & Architecture

| Topic | Description | Reference |

|-------|-------------|-----------|

| Database Access | Async SQLAlchemy strategies and Alembic migrations | [database](references/database.md) |

| AI Integration | using LiteLLM and Docling for AI features | [ai](references/ai.md) |