chore: import upstream snapshot with attribution
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# config-dynamic-var (Dynamic Variable Generation)
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Generate variable values at runtime using JavaScript or Python.
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You can run this example with:
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```bash
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npx promptfoo@latest init --example config-dynamic-var
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cd config-dynamic-var
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```
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## Environment Variables
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This example requires:
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- `OPENAI_API_KEY` - Your OpenAI API key
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## How It Works
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Reference a script with `file://` in your vars. The script runs at evaluation time and can access other variables:
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```yaml
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tests:
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- vars:
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role: support
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query: 'My order is late'
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system_prompt: file://load_prompt.py # Loads support-specific prompt
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```
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The script receives the test context and returns the value:
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```python
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def get_var(var_name, prompt, other_vars):
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role = other_vars.get("role")
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return {"output": PROMPTS[role]}
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```
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## Function Signatures
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**Python** - Define `get_var(var_name, prompt, other_vars)`:
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```python
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def get_var(var_name, prompt, other_vars):
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return {"output": "value"} # or {"error": "message"}
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```
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**JavaScript** - Export a function:
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```javascript
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module.exports = async function (varName, prompt, otherVars, provider) {
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return { output: 'value' }; // or { error: "message" }
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};
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```
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## Running the Example
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```bash
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promptfoo eval
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promptfoo view
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```
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/**
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* Load system prompts dynamically based on agent role.
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*/
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const PROMPTS = {
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support: `You are a customer support agent. Be empathetic, acknowledge
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the customer's frustration, and focus on resolving their issue quickly.`,
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sales: `You are a sales representative. Be helpful and informative about
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our products and pricing. Don't be pushy - focus on understanding their needs.`,
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technical: `You are a technical support engineer. Provide clear, accurate
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technical guidance. Include code examples or specific steps when relevant.`,
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};
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module.exports = async function (varName, prompt, otherVars) {
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const role = otherVars.role || 'support';
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const systemPrompt = PROMPTS[role] || PROMPTS.support;
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return { output: systemPrompt };
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};
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"""Load system prompts dynamically based on agent role."""
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PROMPTS = {
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"support": """You are a customer support agent. Be empathetic, acknowledge
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the customer's frustration, and focus on resolving their issue quickly.""",
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"sales": """You are a sales representative. Be helpful and informative about
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our products and pricing. Don't be pushy - focus on understanding their needs.""",
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"technical": """You are a technical support engineer. Provide clear, accurate
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technical guidance. Include code examples or specific steps when relevant.""",
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}
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def get_var(var_name, prompt, other_vars):
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"""Load the appropriate system prompt based on the role variable."""
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role = other_vars.get("role", "support")
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system_prompt = PROMPTS.get(role, PROMPTS["support"])
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return {"output": system_prompt}
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@@ -0,0 +1,36 @@
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# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: 'Dynamic variables with JS/Python'
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prompts:
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- |
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{{system_prompt}}
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User: {{query}}
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providers:
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- openai:responses:gpt-5.4
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tests:
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- vars:
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role: support
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query: 'Help! My mass spectrometer is making weird noises and sparking!'
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system_prompt: file://load_prompt.py
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assert:
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- type: llm-rubric
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value: empathetic and offers to help troubleshoot
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- vars:
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role: sales
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query: 'How much for 10,000 rubber ducks? Asking for a friend.'
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system_prompt: file://load_prompt.py
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assert:
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- type: llm-rubric
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value: discusses pricing or bulk orders
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- vars:
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role: technical
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query: 'My AI keeps responding in haiku. How do I make it stop?'
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system_prompt: file://load_prompt.py
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assert:
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- type: llm-rubric
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value: technical guidance with actionable steps
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