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65 lines
2.2 KiB
YAML
65 lines
2.2 KiB
YAML
# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: 'Simple Inference Profile Example - High Availability Setup'
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# This example demonstrates a typical production setup using inference profiles
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# for high availability and automatic failover across regions
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prompts:
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- 'Answer this customer support question professionally: {{question}}'
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providers:
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# Production inference profile with automatic failover
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# This profile might route to us-east-1 primarily, with failover to us-west-2
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- id: bedrock:arn:aws:bedrock:us-east-1:YOUR_ACCOUNT_ID:application-inference-profile/prod-claude-ha
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label: 'Production Claude (HA)'
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config:
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inferenceModelType: 'claude' # Required for inference profiles
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region: 'us-east-1'
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temperature: 0.3 # Lower temperature for consistent customer support
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max_tokens: 500
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anthropic_version: 'bedrock-2023-05-31'
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# Direct model for comparison (no failover)
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- id: bedrock:us.anthropic.claude-sonnet-4-6
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label: 'Direct Claude (Single Region)'
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config:
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region: 'us-east-1'
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temperature: 0.3
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max_tokens: 500
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tests:
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- vars:
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question: 'How do I reset my password?'
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assert:
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- type: contains
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value: 'password'
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- type: llm-rubric
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value: 'Response should be helpful, professional, and provide clear steps'
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- vars:
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question: "My order hasn't arrived yet, and it's been 2 weeks. What should I do?"
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assert:
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- type: llm-rubric
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value: 'Response should be empathetic and provide actionable next steps'
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- vars:
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question: 'Can I change my subscription plan mid-cycle?'
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assert:
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- type: llm-rubric
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value: 'Response should clearly explain the policy and any potential charges'
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# Use an inference profile for consistent grading across regions
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defaultTest:
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options:
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provider:
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id: bedrock:arn:aws:bedrock:us-east-1:YOUR_ACCOUNT_ID:application-inference-profile/grading-claude
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config:
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inferenceModelType: 'claude'
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temperature: 0 # Zero temperature for consistent grading
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max_tokens: 256
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assert:
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- type: not-contains
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value: 'I cannot'
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- type: min-length
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value: 50
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