Gen AI Exam

AWS Gen AI Exam


   Integration approaches: 1) Bedrock integration (unified API), 2) AI Factories integration (on-premises), 3) SageMaker AI integration (self-host), 4) Direct provider API integration (direct API)

  Nova Forge enables building custom frontier models, provides infrastructure and tools to create LLMs from scratch.

  RAG components: 1) Doc processing: Chunks knowledge while maintaining context, 2) Embedding models: Converts text to mathematical vectors, 3) Vector storage: Efficiently stores and searches vectors, 4) Query processing: Matches user questions to relevant content, 5) Response generation: Combines retrieved context with queries




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