Dify Backend API Architecture and Service Layer Analysis
Account Service Layer (services/account_service.py)
The AccountService class provides static and class methods for core user lifecycle management:
User Retrieval: load_user(user_id) fetches a user by ID. It raises an exception if the account is banned or closed. If the user has a tenant, it sets the active tenant and updates the last active ti ...
Posted on Wed, 05 Aug 2026 16:44:41 +0000 by Havenot
Deploying Flask Applications on CentOS 7.9 with uWSGI and Nginx
Server Environment Setup
Host: 4-core 8GB CentOS 7.9 virtual machine (verify with cat /etc/redhat-release)
Dependencies: Anaconda, Python 3.8, uWSGI, Nginx
Python 3.8 Compilation and Installation
Update Yum Repositories
First back up default CentOS base repo:
cp /etc/yum.repos.d/CentOS-Base.repo /etc/yum.repos.d/CentOS-Base.repo.bak
Replace wi ...
Posted on Sat, 01 Aug 2026 16:36:45 +0000 by carsale
Implementing SMS Verification with a Singleton Pattern in Flask
The SMS sending functionality is refactored using the Singleton pattern to ensure the REST SDK is initialized only once. The sms.py module wraps the cloud communication SDK:
# -*- coding: utf-8 -*-
import logging
from CCPRestSDK import REST
# Credentials and configuration
ACCOUNT_SID = '8aaf07085f9eb021015fb58c56d906e8'
ACCOUNT_TOKEN = 'e21ca ...
Posted on Tue, 14 Jul 2026 16:32:17 +0000 by billabong0202
A Complete Guide to Basic Usage of Flask-SQLAlchemy
Environment Installation
Install the required dependencies via pip:
pip install flask-sqlalchemy
pip install pymysql
Basic Usage
Minimal Working Application
To get started with Flask-SQLAlchemy, you only need to configure your Flask applicaiton instence and initialize the SQLAlchemy instance with it. A common project structure splits configura ...
Posted on Sun, 12 Jul 2026 16:44:46 +0000 by aunquarra
Getting Started with Flask Web Framework
Comparing Flask, Django, and Tornado
Django is a full-stack framework packed with built-in components including ORM, Forms, ModelForms, caching, sessions, middleware, signals, and more.
Flask is lightweight and minimal, offering core functionality without bundled components but with extensive third-party extension support. Its routing uses deco ...
Posted on Sat, 11 Jul 2026 17:07:47 +0000 by theeper
Database Migration and SMS Verification Implementation in Flask
Database Models
Create models.py in the ihome driectory:
# -*- coding:utf-8 -*-
from datetime import datetime
from . import db
class BaseModel(object):
"""Base model class providing created_at and updated_at timestamps"""
created_at = db.Column(db.DateTime, default=datetime.now)
updated_at = db.Colu ...
Posted on Mon, 29 Jun 2026 16:21:58 +0000 by gezeala
Setting Up Flask ORM with SQLAlchemy and Database Migrations
To use an ORM in Flask, install the required packages:
pip3 install sqlalchemy flask-sqlalchemy
Create a MySQL database for your application:
CREATE DATABASE flask DEFAULT CHARSET utf8 COLLATE utf8_general_ci;
Configure the database URI in your Flask app:
app.config['SQLALCHEMY_DATABASE_URI'] = 'mysql://root:123456@localhost:3306/flask'
Init ...
Posted on Thu, 18 Jun 2026 16:52:43 +0000 by sunnypal
Python Web Frameworks: Migrations, Deployment, and Query Optimization
Install Alembic with pip:
pip install alembic
Setup Process
Initialize repository: alembic init migrations
Create ORM models (example):
from sqlalchemy import Column, Integer, String, create_engine, Text
from sqlalchemy.orm import sessionmaker
from sqlalchemy.ext.declarative import declarative_base
Base = declarative_base()
class Customer( ...
Posted on Mon, 15 Jun 2026 17:34:01 +0000 by zigizal
Understanding Dify: An Open-Source LLM Application Development Platform
Introduction to Dify
Dify is an open-source platform for developing applications powered by Large Language Models (LLMs). It combines Backend-as-a-Service (BaaS) principles with LLMOps concepts, enabling developers to quickly build production-ready generative AI applications. The platform is designed to be accessible to both technical and non-t ...
Posted on Wed, 10 Jun 2026 17:14:53 +0000 by CBG
Understanding Flask's Request Context and Thread Safety
When Flask receives a request from a client, the framework needs to make the request object accessible to view functions so they can process the incoming data. One approach is to explicitly pass the request object as a parameter to your view functions:
from flask import Flask, request
app = Flask(__name__)
@app.route('/')
def handle_index(req ...
Posted on Wed, 10 Jun 2026 17:01:40 +0000 by hypernol