chore: import upstream snapshot with attribution
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@@ -0,0 +1,12 @@
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# eval-errors-vs-failures (Errors Vs Failures)
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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-errors-vs-failures
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cd eval-errors-vs-failures
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```
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## Usage
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This directory contains a custom provider that throws errors when the prompt includes `!ERROR!`, demonstrating how promptfoo distinguishes between test errors (provider failures) and test failures (failed assertions).
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@@ -0,0 +1,53 @@
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class CustomApiProvider {
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constructor(options) {
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// The caller may override Provider ID (e.g. when using multiple instances of the same provider)
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this.providerId = options.id || 'custom provider';
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// The config object contains any options passed to the provider in the config file.
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this.config = options.config;
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}
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id() {
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return this.providerId;
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}
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async callApi(prompt) {
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if (prompt.includes('!ERROR!')) {
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throw new Error('Forced error: ' + prompt);
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}
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const body = {
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model: 'gpt-4.1-mini',
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messages: [
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{
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role: 'user',
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content: prompt,
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},
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],
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max_tokens: Number.parseInt(this.config?.max_tokens, 10) || 1024,
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temperature: Number.parseFloat(this.config?.temperature) || 0,
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};
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const response = await fetch('https://api.openai.com/v1/chat/completions', {
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method: 'POST',
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headers: {
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'Content-Type': 'application/json',
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Authorization: `Bearer ${process.env.OPENAI_API_KEY}`,
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},
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body: JSON.stringify(body),
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});
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const data = await response.json();
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const ret = {
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output: data.choices[0].message.content,
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tokenUsage: {
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total: data.usage.total_tokens,
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prompt: data.usage.prompt_tokens,
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completion: data.usage.completion_tokens,
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},
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};
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return ret;
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}
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}
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module.exports = CustomApiProvider;
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# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: 'Errors vs Failures'
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prompts:
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- 'Tell me about {{topic}}'
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providers:
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- id: file://customProvider.js
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label: 'My custom provider'
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tests:
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- vars:
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topic: 'black holes'
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assert:
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# This should succeed
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- type: not-equals
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value: this should always pass
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- vars:
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# Force an error
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topic: '!ERROR! banana slugs'
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- vars:
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topic: 'blue herons'
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assert:
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# Force a failure
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- type: equals
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value: this should always fail
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@@ -0,0 +1,3 @@
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Rephrase this in French: {{body}}
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---
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Rephrase this like a pirate: {{body}}
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@@ -0,0 +1,3 @@
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body
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Hello world
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I'm hungry
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