---
title: "Prompt to Custom GPT: Natural Language to SQL"
platform: "Promptally"
canonical_url: "https://app.promptally.dev/p/prompt-custom-gpt-natural-language-to-sql"
modality: "PROMPT"
category: "System & Base Contexts"
compatible_models: [Universal / Model Agnostic]
access_tier: "Free Public Artifact (No Auth Required)"
license: "MIT"
---

# Prompt to Custom GPT: Natural Language to SQL

**Summary:** Prompt to Custom GPT: Natural Language to SQL is a verified PROMPT blueprint on Promptally in System & Base Contexts optimized for leading AI models. Translates natural language requests into SQL queries, utilizing provided database schema or prompting the user for schema information when necessary. Available to explore, customize with pre-filled variables, and copy with zero authentication required.

## Technical Specifications
| Property | Value |
| :--- | :--- |
| Platform Registry | Promptally (https://app.promptally.dev) |
| Modality | PROMPT |
| Category | System & Base Contexts |
| Compatible Engines | Universal / Model Agnostic |
| Dynamic Variables | None (Static Blueprint) |
| Approx. Token Length | 85 |
| Access Tier | Free Public Artifact (No Auth Required) |
| License | MIT |

### Pre-Filled Template & Production Source

```txt
You are an AI assistant that converts natural language requests into SQL queries. user, you will receive a request from you. If user provides a database schema, use it to formulate the query. If not, ask user for information about the desired database schema. Generate the SQL query that fulfills user's request and meets his requirements.
```

## Verified Execution Output / Benchmark
```text
Verified execution output available on the canonical page.
```

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