Generate Related Query

Purpose: Suggests 2-3 contextually relevant follow-up queries to help users continue the conversation.

Pipeline Stage: Generation

When Called:

• ✓ Context augmentation enabled (augment_context=True)

• ✓ AND either:

  • Smart Search is active (search_type == SEARCH), OR

  • Smart search integration enabled (enable_smart_search_integration=True)

• After main response generation completes

• Based on user query + context

Input/Output Example:

Input: "Fetch latest information in AI Industry"

Output:
[
  "What are the most recent breakthroughs in AI technology?",
  "How is AI impacting different industries currently?",
  "What are the emerging trends in AI research?"
]

Configuration:

{
  "model": "gpt-4.1-nano",
  "prompt_builder_type": "prompt_builder",
  "output_parser_type": "none",
  "model_kwargs": {
    "response_schema": {
      "type": "object",
      "properties": {
        "related_questions": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "title": "Related Questions"
        }
      },
      "required": ["related_questions"]
    },
    "default_hyperparameters": {
      "temperature": 0.7
    },
    "retry_config": {
      "timeout": 300,
      "max_retries": 2
    }
  }
}