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51 lines
1.6 KiB
YAML
51 lines
1.6 KiB
YAML
# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: Test Databricks Foundation Model APIs
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prompts:
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- 'You are a helpful AI assistant. Answer the following: {{question}}'
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providers:
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# Databricks pay-per-token endpoint for Llama 4
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- id: databricks:databricks-meta-llama-4-scout-instruct
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config:
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isPayPerToken: true
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temperature: 0.7
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max_tokens: 500
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# Replace with your workspace URL
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workspaceUrl: https://your-workspace.cloud.databricks.com
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# Track usage for cost attribution
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usageContext:
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project: 'promptfoo-example'
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team: 'engineering'
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tests:
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- description: 'Test with a programming joke'
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vars:
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question: 'Why do programmers prefer dark mode?'
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assert:
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- type: contains-any
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value: ['light', 'eyes', 'bright', 'see', 'bugs']
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- type: llm-rubric
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value: 'Is this a funny response to a programming joke?'
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- description: 'Test creative writing'
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vars:
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question: 'Write a haiku about debugging code'
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assert:
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- type: javascript
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value: |
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// Check if it's roughly haiku format (3 lines)
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const lines = output.split('\n').filter(l => l.trim());
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return lines.length >= 3 ? 'pass' : 'fail';
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- type: llm-rubric
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value: 'Is this a valid haiku about debugging?'
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- description: 'Test knowledge about Databricks'
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vars:
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question: 'What is a Databricks Lakehouse in one sentence?'
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assert:
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- type: contains-any
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value: ['unified', 'data', 'analytics', 'warehouse', 'lake']
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- type: max-length
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value: 200
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