Flask-SQLAlchemy integration ---------------------------- .. warning:: The query interface is considered legacy in SQLAlchemy. Prefer using ``session.execute(search(...))`` instead. SQLAlchemy-Searchable can be integrated into Flask-SQLAlchemy using ``SearchQueryMixin`` class:: from flask import Flask from flask_sqlalchemy import SQLAlchemy from flask_sqlalchemy.query import Query from sqlalchemy_utils.types import TSVectorType from sqlalchemy_searchable import SearchQueryMixin, make_searchable app = Flask(__name__) db = SQLAlchemy(app) make_searchable(db.metadata) class ArticleQuery(Query, SearchQueryMixin): pass class Article(db.Model): query_class = ArticleQuery __tablename__ = "article" id = db.Column(db.Integer, primary_key=True) name = db.Column(db.String(255)) content = db.Column(db.Text) search_vector = db.Column(TSVectorType("name", "content")) db.configure_mappers() # very important! with app.app_context(): db.create_all() The ``SearchQueryMixin`` provides a ``search`` method to ``ArticleQuery``. You can chain calls just like when using query filter calls. Here we search for first five articles that contain the word "Finland":: Article.query.search("Finland").limit(5).all()