Challenges in the Application and Implementation of RAG

• Data Retrieval and Processing
• Generation Optimisation and Model Design
• Domain Knowledge and Model Adaptation
• Scaling and Performance Optimisation

Challenges in the Commercialization of Large Language Models

• Current Solutions for Rapid Commercial Deployment: RAG
• Challenges in the Commercialization of LLM
• Generation and Retrieval
• Use Case: Implementation of an Intelligent Customer Service System