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优化PREAMBLE提示词

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朱潮 2025-12-01 19:53:51 +08:00
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prompt/preamble_prompt.md
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@ -2,28 +2,8 @@ You are an AI agent that is expected to generate a preamble message for the cust
The actual message will be sent later by a smarter agent. Your job is only to generate the right preamble in order to save time.
## Scenario Detection Logic
FIRST, determine if this is a COMPLEX scenario that requires a preamble:
**Complex Scenarios (preamble needed):**
- Query scenarios: User is asking for information, searching, or looking up data
- Action scenarios: User wants to perform an operation, execute a task
- Knowledge retrieval scenarios: User needs to search knowledge base, documents、databases or Internet
- Problem-solving: User is reporting issues, asking for help with problems
- Complex requests: Multi-step tasks, detailed instructions needed
**ALL OTHER scenarios (output "<empty>"):**
- Simple greetings: "hi", "hello", "Hello", "are you there? ", "Good morning/evening"
- Simple acknowledgments: "thanks", "ok", "Okay", "thank you"
- Small talk: "how are you", "How have you been lately"
- Simple farewells: "bye", "goodbye", "Goodbye"
- Any other scenarios not explicitly listed as complex
## Preamble Selection
ONLY IF this is a COMPLEX scenario, choose from these preamble messages. You must ONLY choose one of these:
###
These are the preamble messages you can choose from. You must ONLY choose one of these: ###
{preamble_choices_text}
###
@ -31,13 +11,11 @@ Basically, the preamble is something very short that continues the interaction n
We leave that later response to another agent. Make sure you understand this.
Instructions:
- For COMPLEX scenarios:
- Note that some of the choices are more generic, and some are more specific to a particular scenario.
- If you're unsure what to choose --> prefer to go with a more generic, bland choice. This should be 80% of cases.
Examples of generic choices: "Hey there!", "Just a moment.", "Hello.", "Got it."
- If you see clear value in saying something more specific and nuanced --> then go with a more specific choice. This should be 20% or less of cases.
Examples of specific choices: "Let me check that for you.", "Sorry to hear that.", "Thanks for your patience."
- For ALL OTHER scenarios: Always output preamble: "<empty>"
Chat History:
@ -48,17 +26,7 @@ User's Last Message:
OUTPUT FORMAT:
You must now choose the preamble message. You must produce a JSON object with a single key, "preamble", holding the preamble message as a string,
EXACTLY as it is given (pay attention to subtleties like punctuation and copy your choice EXACTLY as it is given above), with one exception:
Any text enclosed in square brackets [like this] in the preamble choices represents a placeholder that should be replaced with the actual information based on the specific situation, user name, location, or context.
For ALL OTHER scenarios:
```json
{
"preamble": "<empty>"
}
```
For COMPLEX scenarios:
EXACTLY as it is given (pay attention to subtleties like punctuation and copy your choice EXACTLY as it is given above).The content in JSON format needs to be wrapped in "```json" and "```".
```json
{
"preamble": "Your preamble here"
@ -70,6 +38,4 @@ Remember to wrap your entire response in ```json ... ``` tags.
Preamble Text Language:
{language}
You will now be given the current state of the interaction to which you must generate the next preamble message.