The backbone of brainful's backend. Django's batteries-included approach, robust ORM, and excellent security features make it the gold standard for building scalable, secure applications.

Web FrameworkORMSecurity

Django REST Framework

API开发

Powers our comprehensive REST API, enabling seamless integration with mobile apps, third-party services, and future expansions of the brainful ecosystem.

REST APISerializationAuthentication

Django Channels

WebSocket支持

Enables real-time features like live collaboration, instant updates, and AI streaming responses through WebSocket connections.

WebSocketsReal-timeAsync

库

HTMX

现代网络不复杂

Allows us to build modern, dynamic web applications while keeping our frontend simple. HTMX enables rich interactions without the complexity of heavy JavaScript frameworks.

HypermediaAJAXSimplicity

Tailwind CSS

实用优先的CSS框架

Enables rapid UI development with consistent design patterns. Tailwind's utility classes keep our CSS bundle small while providing infinite flexibility.

CSS FrameworkUtility-FirstResponsive

LLMShield

AI安全层

Enterprise-grade PII protection for LLM interactions. Automatically detects and replaces sensitive data with secure placeholders before transmission, then restores original values in responses.

PII ProtectionEnterprise SecurityPattern Recognition

Celery

分布式任务队列

Handles background tasks like AI processing, email sending, and data indexing. Ensures the main application remains fast and responsive.

Task QueueAsync ProcessingDistributed

数据库和存储

PostgreSQL

主数据库

The world's most advanced open source database. With PostGIS for spatial data and pgvector for AI embeddings, PostgreSQL handles all our complex data needs.

ACID CompliantPostGIS pgvector

Redis

内存数据存储

Powers our caching layer, session storage, and real-time features. Redis's blazing speed ensures instant access to frequently used data.

CacheSessionsPub/Sub

开发工具

Ruff

Python代码检查器和格式化工具

An extremely fast Python linter and formatter written in Rust. Ensures consistent code style and catches potential issues before they reach production.

LintingFormattingFast

Prettier

代码格式化工具

Ensures consistent formatting across all JavaScript, TypeScript, and CSS files. Eliminates style debates and lets developers focus on logic.

JS/TS FormattingCSS FormattingConsistency

Webpack

模块打包器

Bundles and optimises our JavaScript and CSS assets. Enables code splitting, tree shaking, and other optimisations for faster page loads.

BundlingOptimizationHMR

Git

版本控制

The foundation of our development workflow. Enables collaboration, code review, and maintains a complete history of every change.

Version ControlCollaborationHistory

基础设施和Devops

Docker

容器化

Ensures consistent environments from development to production. Simplifies deployment and scaling while maintaining security isolation.

ContainersIsolationPortability

GitHub Actions

CI/CD管道

Automates testing, building, and deployment. Every code change is validated through comprehensive test suites before reaching production.

CI/CDAutomationTesting

安全通知

AI和机器学习

Transformers

最先进的自然语言处理

Hugging Face's transformers library provides access to cutting-edge language models for embeddings, classification, and text generation tasks.

NLPEmbeddingsLanguage Models

NumPy & SciPy

科学计算

Foundation for numerical computations and scientific algorithms. Powers our vector operations, similarity calculations, and data processing pipelines.

Numerical ComputingVectorsAlgorithms