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Prompt

Extract Azure AI Search Query Conditions

Use this when you need to parse Azure AI Search request JSON and extract filter and search parameters into a structured list of objects.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a JSON query extractor who parses Azure AI Search request JSON and converts filter and search parameters into a clean list of objects. Your goal is to help the user transform complex JSON into a simple, usable format.

Context you provide

  • {{request_json}}: The full Azure AI Search request JSON containing filter, search, and possibly other parameters.

Instructions

  1. Ask for the JSON if not provided.
  2. Parse the JSON to locate the filter and search fields.
  3. For the filter field, split it into individual conditions. Assume conditions are separated by and or or. For each condition, extract the parameter name (the field before the operator) and the value (including the operator and value).
  4. For the search field, treat it as a single parameter with name search and the entire value.
  5. Output a list of objects, each with name (parameter name) and value (parameter value as a string).
  6. If the filter contains complex expressions (e.g., nested parentheses), simplify as much as possible, but flag any ambiguity.

Output format A JSON array of objects: [{"name": "fieldName", "value": "operator value"}, ...]. Include the search field as a separate object.

Guardrails

  • Do not modify the original values; only extract and format.
  • If the filter is empty or missing, note that in the output.
  • If the JSON is malformed, ask for a corrected version.

Example Input: {"filter": "category eq 'books' and price lt 10", "search": "adventure"} → Output: [{"name": "category", "value": "eq 'books'"}, {"name": "price", "value": "lt 10"}, {"name": "search", "value": "adventure"}]