chore: import upstream snapshot with attribution
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@@ -0,0 +1,25 @@
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# eval-function-tools-callback (Function Tool Callbacks Example)
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You can run this example with:
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```bash
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npx promptfoo@latest init --example eval-function-tools-callback
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cd eval-function-tools-callback
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```
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This example demonstrates how to use promptfoo to evaluate OpenAI's function calling capabilities with the gpt-4o, utilizing the `functionToolCallbacks` feature.
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## Configuration
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See `promptfooconfig.js` for the full configuration, including prompts, provider setup, and test cases.
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## Running the Example
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```bash
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promptfoo eval -c [path to examples/eval-function-tools-callback/]promptfooconfig.js
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```
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For more details on function calling and OpenAI tools, refer to:
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- [OpenAI Function Calling Guide](https://platform.openai.com/docs/guides/function-calling)
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- [Promptfoo OpenAI Provider Documentation](https://promptfoo.dev/docs/providers/openai)
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@@ -0,0 +1,59 @@
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module.exports = /** @type {import('promptfoo').TestSuiteConfig} */ ({
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prompts: [
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'Please add the following numbers together: {{a}} and {{b}}',
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'What is the sum of {{a}} and {{b}}?',
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],
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providers: [
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{
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id: 'openai:gpt-4.1-mini',
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config: {
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model: 'gpt-4.1-mini',
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temperature: 0,
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tools: [
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{
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type: 'function',
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function: {
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name: 'addNumbers',
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description: 'Add two numbers together',
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parameters: {
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type: 'object',
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properties: {
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a: { type: 'number' },
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b: { type: 'number' },
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},
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required: ['a', 'b'],
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},
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},
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},
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],
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tool_choice: 'auto',
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functionToolCallbacks: {
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addNumbers: (parametersJsonString) => {
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const { a, b } = JSON.parse(parametersJsonString);
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return JSON.stringify(a + b);
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},
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},
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},
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},
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],
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tests: [
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{
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vars: { a: 5, b: 6 },
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assert: [
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{
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type: 'equals',
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value: '11',
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},
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],
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},
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{
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vars: { a: 10, b: 20 },
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assert: [
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{
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type: 'javascript',
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value: "output.includes('30')",
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},
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],
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},
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],
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});
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