Building Generative AI Applications: RAG and Agents
Implementing retrieval-augmented generation, agents and tool use with Amazon Bedrock and Amazon Bedrock AgentCore, and integrating them into applications.
AWS-321 12 lessons planned ▶ Video lessons coming soon
Offered by HSM University · AWS Certifications
Course content
- 1Generative AI application architecturesComing
- 2Advanced retrieval-augmented generationComing
- 3Reranking and hybrid searchComing
- 4Agents and tool callingComing
- 5Amazon Bedrock AgentsComing
- 6Amazon Bedrock AgentCoreComing
- 7Multi-agent patternsComing
- 8Integrating with APIs and enterprise systemsComing
- 9Conversation state and memoryComing
- 10Streaming and user experienceComing
- 11Serverless and container deployment for generative AIComing
- 12Case study: an agent that handles support ticketsComing
Requirements
Recommended background. You can start any course at any time.
Description
Implementing retrieval-augmented generation, agents and tool use with Amazon Bedrock and Amazon Bedrock AgentCore, and integrating them into applications.