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fastapi/sqlmodel

Analysis updated 2026-06-24

17,928PythonAudience · developerComplexity · 2/5Setup · easy

TLDR

SQLModel is a Python library that lets you describe SQL database tables with normal Python classes, one definition gives you the table, validation, and typed queries.

Mindmap

mindmap
  root((SQLModel))
    What it does
      One model class
      Creates tables
      Validates data
      Typed queries
    Tech stack
      Python
      SQLAlchemy
      Pydantic
      FastAPI
    Use cases
      Backend APIs
      Web apps
      Database scripts
    Audience
      Python developers
      FastAPI users
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filefunction / class

What do people build with it?

USE CASE 1

Define database tables as Python classes and skip writing raw SQL.

USE CASE 2

Add a SQL-backed data layer to a FastAPI application with shared validation.

USE CASE 3

Run typed queries that your editor can autocomplete.

USE CASE 4

Migrate a project from raw SQLAlchemy by gradually adopting SQLModel classes.

What is it built with?

PythonSQLAlchemyPydanticFastAPI

How does it compare?

fastapi/sqlmodelstas00/ml-engineeringtrekhleb/learn-python
Stars17,92817,91317,955
LanguagePythonPythonPython
Setup difficultyeasyeasyeasy
Complexity2/54/51/5
Audiencedeveloperops devopsdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 30min

pip install sqlmodel and you can run against SQLite with no extra setup, production setups still need a real database.

License is not stated in the explanation.

In plain English

SQLModel is a Python library that makes it easier to work with SQL databases, the kind of structured databases used to store and retrieve data in rows and columns, by letting you describe your data using plain Python classes instead of writing raw SQL queries. The core idea is that you define a model class (like a Hero class with fields for name, age, and ID) and SQLModel uses that single definition both to create the database table and to validate the data your application works with. This avoids having to define your data structure twice, once for the database layer and once for data validation, which is a common friction point when building web APIs or backend services. Under the hood, SQLModel is built on top of two well-established libraries: SQLAlchemy (which handles the database communication and query logic) and Pydantic (which handles data validation and type checking). Because it sits on top of both, you can use the full power of either library whenever you need more advanced features. The library is designed to work especially well with FastAPI, a popular Python web framework, and was created by the same author. The code examples in the README show how you can create a model class, instantiate it as a Python object (representing a database row), and save it to a database with a few lines of code. Querying the database works similarly, you write a Python expression and get back typed objects your code editor can auto-complete. You would use SQLModel if you are building a Python backend or API and want a straightforward, type-safe way to read and write data to a SQL database without a lot of boilerplate.

Copy-paste prompts

Prompt 1
Show me a complete FastAPI + SQLModel example with a Hero model (id, name, age), a SQLite database, and POST/GET endpoints to create and list heroes.
Prompt 2
Convert this raw SQLAlchemy model into a SQLModel class and explain what changed: <paste model here>.
Prompt 3
Write a SQLModel query that returns all heroes older than 30, joined with their team, and explain how the typing works.
Prompt 4
Add Alembic migrations on top of an existing SQLModel project. Give me the alembic.ini, env.py, and the first auto-generated migration.
Prompt 5
Compare SQLModel vs plain Pydantic + SQLAlchemy for a small backend, when would I keep them separate instead?

Frequently asked questions

What is sqlmodel?

SQLModel is a Python library that lets you describe SQL database tables with normal Python classes, one definition gives you the table, validation, and typed queries.

What language is sqlmodel written in?

Mainly Python. The stack also includes Python, SQLAlchemy, Pydantic.

What license does sqlmodel use?

License is not stated in the explanation.

How hard is sqlmodel to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is sqlmodel for?

Mainly developer.

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