AI application architecture
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AI application architecture
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Caching (Redis)
Data and knowledge layer
Data support
Fee measurement (Token billing)
Data Engineer/Knowledge Base Manager
Text-to-speech (TTS)
Knowledge Management - Data Support - Vectorization Services
Model service
Intelligent hardware terminal
code assistant
Log tracking (full link)
Data lake (historical conversations/behavior logs)
User interaction layer
Workflow orchestration (Dify/LangChain)
Infrastructure layer
Container Orchestration (Kubernetes)
Security Specialist/Compliance Officer
Business database (MySQL/PostgreSQL)
Frontend/Product
Operations Engineer/Cloud Architect
Current limiting fuse (Sentinel)
AI gateway layer
Multimodal model (Gemini)
Cloud platform (Alibaba Cloud/AWS/private deployment)
Multi-terminal access - open interface - intelligent hardware
Speech recognition (Whisper)
Computing cluster - container orchestration - cloud platform
Mobile App
Object Storage (OSS)
AI capability layer
Knowledge management
Output filtering
Fine-tuning
Knowledge graph
Large language model (GPT-4/Claude/Tongyi Qianwen)
Intelligent Q&A (RAG Q&A)
Model evaluation
Unified entrance - traffic control - observability
version control
CI/CD pipeline
Compliance audit
A/B testing
Model inference acceleration (TensorRT/vLLM)
Open API
SRE/Architect
Document Assistant
GPU cluster (A100/H100)
Image generation (Stable Diffusion/DALL·E)
Embedding services
Data desensitization
AI Agent (task planning/tool invocation)
Content Security - Access Control - Compliance Audit
Security and Governance
Model management
Web application
Enterprise-level AI application technology architecture diagram
Vector database (Milvus/Pinecone)
Prompt management
Hallucination detection
Unified authentication (API Key/OAuth2)
Content security review
Document analysis (PDF/Word)
Route distribution (model routing/load balancing)
Model Service - AI Application - Model Management
AI application
Access control
Algorithm Engineer/AI Researcher
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