AI Application Development and Deployment

This chapter is based on APLUX official AI toolchains and describes the A8625MY1 software stack architecture, core SDK usage, online toolchain operations, basic inference examples, LLM service deployment, and RAG knowledge base application development workflow.

AI software stack overview

Contents

• Software Stack Overview and Architecture
• Development Environment Setup
• Core AI SDK Toolchain
• APLUX Online AI Toolchain
• Basic AI Inference Examples
• LLM Service Deployment
• RAG Knowledge Base Application Deployment
• Typical Demo: NVR Intelligent Analysis
• Common Issues and Solutions