1.6.2 · Lesson 24 of 28
Interactive AI systems and context
Maintain useful context across interactions.
WHAT
Maintain useful context across interactions.
AWS
- AWS Step Functions
- Amazon Comprehend
- Amazon DynamoDB
- Amazon Bedrock
Conversation architecture
User ↓ Intent Recognition ↓ Conversation State ↓ Context Retrieval ↓ FM ↓ Response ↓ Persist State
DynamoDB
Can store:
- conversation ID
- user state
- previous interactions
- workflow state
- preferences
Step Functions
Useful for explicit multi-step workflows.
EXAM TRAP
Conversation history should not automatically mean sending unlimited history to the FM.
Select and manage relevant context.
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Key points
- Maintain useful context across interactions.
Exam focus
Conversation history should not automatically mean sending unlimited history to the FM. Select and manage relevant context.