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Module 9 - Production RAG Systems

Overview​

Taking RAG from prototype to production requires addressing scale, performance, security, and reliability concerns.

Learning Objectives​

  • Scale RAG to millions of documents
  • Implement caching for performance
  • Handle security and access control
  • Design multi-tenant architectures

Module Content​

1. Scaling RAG Applications​

  • Sharding and distribution
  • Async processing

2. Caching and Performance​

  • Semantic caching
  • Embedding caching

3. Security and Access Control​

  • Document-level permissions
  • Multi-tenancy
  1. Scaling - Handling large scale
  2. Caching - Performance optimization
  3. Security - Access control
  4. Quiz - Module 9 - 30 questions