backend-fastapi

Document NeoCafeIA's FastAPI backend architecture and integration guidelines.

1|2|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/Danifelipaez/NeoCafeIA --skill backend-fastapi-danifelipaez
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: backend-fastapi
Source: https://github.com/Danifelipaez/NeoCafeIA/tree/main/.agents/skills/backend-fastapi
Command: npx skills add https://github.com/Danifelipaez/NeoCafeIA --skill backend-fastapi-danifelipaez

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires fastapi, fastmcp, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive guide to NeoCafeIA's FastAPI backend, offering documentation, architecture insights, and guidelines for extending or integrating with the system.

Core Features & Use Cases

  • Documentation: Detailed description of the backend architecture, including Clean Architecture, Factory Pattern, and IModelAdapter.
  • Architecture Insights: Explanation of the backend's structure, including domain schemas, services, and infrastructure components.
  • Integration Guidelines: Steps for adding new IA providers and tools to the system.

Quick Start

Use the backend-fastapi skill to understand the architecture of NeoCafeIA's FastAPI backend and learn how to extend it with new IA providers.

Frequently Asked Questions about backend-fastapi

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I structure a FastAPI backend using Clean Architecture and Factory Pattern?

Structure a FastAPI backend with Clean Architecture by separating domain schemas, services, and infrastructure components. Use the Factory Pattern with IModelAdapter to manage dependencies and enable flexible integration of new IA providers.

What is the IModelAdapter pattern in FastAPI backend development?

The IModelAdapter pattern standardizes model provider integration within a FastAPI backend. It abstracts provider-specific logic, enabling developers to add new IA providers through a consistent interface without modifying core domain logic.

How do I integrate new IA providers into a FastAPI backend?

Integrate new IA providers into a FastAPI backend by implementing the IModelAdapter interface and registering the provider via the Factory Pattern. This process requires updating infrastructure components while keeping domain schemas untouched.

Does this FastAPI backend architecture support extending domain services?

Yes, the FastAPI backend architecture supports extending domain services. It separates domain schemas from infrastructure components, allowing developers to add new service logic and tools without disrupting existing IA provider integrations.

What are the limitations of using Clean Architecture in a FastAPI backend?

Clean Architecture in a FastAPI backend introduces multiple abstraction layers between domain schemas, services, and infrastructure. This separation can increase initial setup complexity and boilerplate code when adding simple IA providers or tools.

Can I use FastMCP alongside FastAPI for managing backend infrastructure components?

Yes, FastMCP works alongside FastAPI to manage backend infrastructure components. The architecture leverages FastMCP dependencies to support the Factory Pattern and IModelAdapter implementations for IA provider integration.