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LLM Intelligent Application Engineering: From Architecture Design to Industry Practice Series Series' Articles
Back to James Lee's Series
Building an Intelligent Customer Service Agent System from Scratch
James Lee
James Lee
James Lee
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Nov 19 '24
Building an Intelligent Customer Service Agent System from Scratch
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5 min read
Building Enterprise-Level Data Analysis Agent: Architecture Design and Implementation
James Lee
James Lee
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Nov 19 '24
Building Enterprise-Level Data Analysis Agent: Architecture Design and Implementation
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9 min read
Design and Implementation of LLM-based Intelligent O&M Agent System
James Lee
James Lee
James Lee
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Nov 19 '24
Design and Implementation of LLM-based Intelligent O&M Agent System
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5 min read
Enterprise-Level Deployment and Optimization of LLM Applications: A Production Practice Guide Based on LangChain
James Lee
James Lee
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Nov 20 '24
Enterprise-Level Deployment and Optimization of LLM Applications: A Production Practice Guide Based on LangChain
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15 min read
Build an enterprise-level financial data analysis assistant: multi-source data RAG system practice based on LangChain
James Lee
James Lee
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Nov 21 '24
Build an enterprise-level financial data analysis assistant: multi-source data RAG system practice based on LangChain
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16 min read
Building a Medical Literature Assistant: RAG System Practice Based on LangChain
James Lee
James Lee
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Nov 21 '24
Building a Medical Literature Assistant: RAG System Practice Based on LangChain
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14 min read
n8n and AI Agents: Breaking Boundaries in Enterprise-Grade Consulting
James Lee
James Lee
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Mar 24 '25
n8n and AI Agents: Breaking Boundaries in Enterprise-Grade Consulting
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6 min read
Building LLM-Powered Real Estate Intelligent Agents: Technical Implementation and Business Value
James Lee
James Lee
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Mar 24 '25
Building LLM-Powered Real Estate Intelligent Agents: Technical Implementation and Business Value
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8 min read
Multi-Agent Hybrid Knowledge Base Retrieval: Building a High-Precision Legal Case Analysis Platform
James Lee
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Mar 25 '25
Multi-Agent Hybrid Knowledge Base Retrieval: Building a High-Precision Legal Case Analysis Platform
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7 min read
Breaking Limitations: Advanced Customization Guide for Dify Platform
James Lee
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May 16 '25
Breaking Limitations: Advanced Customization Guide for Dify Platform
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8 min read
CrewAI for Marketing Research: Building a Multi-Agent Collaboration System
James Lee
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May 16 '25
CrewAI for Marketing Research: Building a Multi-Agent Collaboration System
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5 min read
OpenManus Architecture Deep Dive: Enterprise AI Agent Development with Real-World Case Studies
James Lee
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May 16 '25
OpenManus Architecture Deep Dive: Enterprise AI Agent Development with Real-World Case Studies
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8 min read
MCP Framework: The "Swiss Army Knife" for AI System Integration — A GraphRAG Case Study
James Lee
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May 16 '25
MCP Framework: The "Swiss Army Knife" for AI System Integration — A GraphRAG Case Study
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5 min read
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