chore: import upstream snapshot with attribution
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# config-multi-turn (Multiple Turn Conversation)
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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-multi-turn
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cd config-multi-turn
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```
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## Usage
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To get started, set your OPENAI_API_KEY environment variable.
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Next, have a look at prompt.json and edit promptfooconfig.yaml. The prompt uses a special built-in variable `_conversation` that has the following signature:
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```ts
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type Completion = {
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prompt: string | object;
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input: string;
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output: string;
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};
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type Conversation = Completion[];
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```
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When looping through `_conversation`, use `completion.prompt` in the Nunjucks prompt template to use the previous outputs. For example, `completion.prompt[completion.prompt.length - 1].content` is the last user message sent in a chat-formatted prompt.
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`completion.input` is the last part of the prompt. In a chat-formatted conversation, it will be equal to `completion.prompt[completion.prompt.length - 1].content`. In other conversations, it will be equal to `completion.prompt[completion.prompt.length - 1]`.
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Use `completion.output` to get the assistant's response to that message.
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Then run:
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```bash
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promptfoo eval
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```
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Afterwards, you can view the results by running `promptfoo view`
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[
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{
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"role": "system",
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"content": "{{ system_message }}"
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},
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{% for completion in _conversation %}
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{
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"role": "user",
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"content": "{{ completion.prompt[completion.prompt.length - 1].content }}"
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},
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{
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"role": "assistant",
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"content": "{{ completion.output }}"
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},
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{% endfor %}
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{
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"role": "user",
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"content": "{{ question }}"
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}
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]
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# yaml-language-server: $schema=https://promptfoo.dev/config-schema.json
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description: Multi-turn conversation evaluation and testing
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prompts:
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- id: file://prompt.json
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label: multi-turn-conversation
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providers:
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- openai:gpt-4.1-mini
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# Set up the system message for all tests
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defaultTest:
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vars:
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system_message: You are a helpful assistant
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# Test out conversations with multiple turns
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tests:
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# First conversation about Facebook
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- vars:
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question: Who founded Facebook?
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metadata:
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conversationId: facebook_thread
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- vars:
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question: Where does he live?
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metadata:
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conversationId: facebook_thread
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- vars:
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question: Which state is that in?
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metadata:
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conversationId: facebook_thread
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# Second conversation about weather (runs independently)
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- vars:
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question: What's the weather like in San Francisco?
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metadata:
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conversationId: weather_thread
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- vars:
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question: Do I need an umbrella today?
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metadata:
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conversationId: weather_thread
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# Third conversation about food (runs independently)
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- vars:
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question: Whats a good recipe for pasta?
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metadata:
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conversationId: food_thread
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- vars:
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question: How long should I cook it?
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metadata:
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conversationId: food_thread
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