Choosing wrong between Dify Agent vs Workflow wastes hours of rework. Learn the clear differences, when to use each, and the hybrid approach 90% of developers miss.
Author: Mark Ren
Why Embedded Developers Love LVGL: Lightweight, Powerful, and Perfect for HMI Interfaces
LVGL is the go-to open-source GUI library for embedded HMI. See how developers use it with ESP32 and SquareLine Studio to build modern, production-ready interfaces.
Seeing Sound: AI Sound Recognition for Unattended Industrial Monitoring
Detect abnormal equipment sounds using AI sound recognition. Non-invasive, precise, and cost-effective solution for unattended industrial maintenance.
SmolRTSP: Open-Source Practices for Efficient RTSP Streaming in Embedded Systems
SmolRTSP enables low-latency RTSP streaming for embedded and IoT devices. Learn its Rust architecture and key integration tips from ZedIoT.
What is Federated Learning: Taking Flower.ai as an Example to Achieve Collaborative Modeling with Privacy Protection
Explore the core principles of federated learning, with practical solutions using Flower framework and Whisper model. Learn how to implement AI while ensuring data privacy.
Dify MCP Server: Building Modular AI System Applications Like Lego Bricks
Build modular AI apps with Dify MCP Server. Use the Model Context Protocol to orchestrate multi-agent workflows—fast, flexible, no-code.
MCP(Model Context Protocol): The Universal Protocol Bridging AI with the Real World
Discover how the Model Context Protocol (MCP) transforms AI with seamless context modelling and MCP Servers. Unlock AI’s potential with dynamic integration and smart execution.
Building an Enterprise-Level Private Knowledge Base and AI Document Review System with Dify and DeepSeek
Build a private knowledge base with Dify and DeepSeek. Use AI legal document review, RAG AI tools, and secure compliance checks.
Selection Guide for Embedded MQTT Clients: A Battle of Lightweight Wonders + Scenario-based Combat Manual
Master the core logic of selecting embedded MQTT clients development in one article. Compare more than 10 technical solutions such as wolfMQTT, Paho, and EMQX. Provide scenario-based architecture design paradigms and predictions of future technology trends.
AI in Hardware Devices: Principles, Implementation, Real-world Applications and Optimization Strategies
An in-depth exploration of how integrates AI in hardware devices, covering technical principles, voice interaction optimization, model deployment strategies, and cost considerations.