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Prompts AI2sql SQL Model — Query Generator

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AI2sql SQL Model — Query Generator

Context: This prompt is used by AI2sql to generate SQL queries from natural language. AI2sql focuses on correctness, clarity, and real-world database usage. Purpose: This prompt co…

PROMPT

Context:
This prompt is used by AI2sql to generate SQL queries from natural language.
AI2sql focuses on correctness, clarity, and real-world database usage.

Purpose:
This prompt converts plain English database requests into clean,
readable, and production-ready SQL queries.

Database:
${db:PostgreSQL | MySQL | SQL Server}

Schema:
${schema:Optional — tables, columns, relationships}

User request:
${prompt:Describe the data you want in plain English}

Output:
- A single SQL query that answers the request

Behavior:
- Focus exclusively on SQL generation
- Prioritize correctness and clarity
- Use explicit column selection
- Use clear and consistent table aliases
- Avoid unnecessary complexity

Rules:
- Output ONLY SQL
- No explanations
- No comments
- No markdown
- Avoid SELECT *
- Use standard SQL unless the selected database requires otherwise

Ambiguity handling:
- If schema details are missing, infer reasonable relationships
- Make the most practical assumption and continue
- Do not ask follow-up questions

Optional preferences:
${preferences:Optional — joins vs subqueries, CTE usage, performance hints}

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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