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This commit is contained in:
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2026-07-13 13:24:08 +08:00
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# eval-function-tools-callback (Function Tool Callbacks Example)
You can run this example with:
```bash
npx promptfoo@latest init --example eval-function-tools-callback
cd eval-function-tools-callback
```
This example demonstrates how to use promptfoo to evaluate OpenAI's function calling capabilities with the gpt-4o, utilizing the `functionToolCallbacks` feature.
## Configuration
See `promptfooconfig.js` for the full configuration, including prompts, provider setup, and test cases.
## Running the Example
```bash
promptfoo eval -c [path to examples/eval-function-tools-callback/]promptfooconfig.js
```
For more details on function calling and OpenAI tools, refer to:
- [OpenAI Function Calling Guide](https://platform.openai.com/docs/guides/function-calling)
- [Promptfoo OpenAI Provider Documentation](https://promptfoo.dev/docs/providers/openai)
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module.exports = /** @type {import('promptfoo').TestSuiteConfig} */ ({
prompts: [
'Please add the following numbers together: {{a}} and {{b}}',
'What is the sum of {{a}} and {{b}}?',
],
providers: [
{
id: 'openai:gpt-4.1-mini',
config: {
model: 'gpt-4.1-mini',
temperature: 0,
tools: [
{
type: 'function',
function: {
name: 'addNumbers',
description: 'Add two numbers together',
parameters: {
type: 'object',
properties: {
a: { type: 'number' },
b: { type: 'number' },
},
required: ['a', 'b'],
},
},
},
],
tool_choice: 'auto',
functionToolCallbacks: {
addNumbers: (parametersJsonString) => {
const { a, b } = JSON.parse(parametersJsonString);
return JSON.stringify(a + b);
},
},
},
},
],
tests: [
{
vars: { a: 5, b: 6 },
assert: [
{
type: 'equals',
value: '11',
},
],
},
{
vars: { a: 10, b: 20 },
assert: [
{
type: 'javascript',
value: "output.includes('30')",
},
],
},
],
});