sqtab 0.2.0

Minimalist SQLite-based CLI tool with AI assistance for working with tabular data.

sqtab

sqtab is a minimalist command-line toolkit with AI assistance for working with tabular data
(CSV / JSON) using SQLite as a lightweight local database layer.

It is built for developers, data analysts, and engineers who want a fast and clean workflow without maintaining a full database runtime.

sqtab provides:

• CSV / JSON → SQLite import
• schema inspection & table listing
• ad-hoc SQL execution
• export to CSV / JSON
• AI-assisted SQL generation (sqtab sql-ai)
• AI-assisted table analysis (customizable tasks & rules)
• optional user-defined AI model via SQTAB_AI_MODEL

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Installation

pip install sqtab

Requires Python 3.10+.

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Quick Start

Import CSV or JSON

sqtab import data.csv users

Inspect table schema

sqtab tables --schema

Run SQL queries

sqtab sql "SELECT * FROM users;"

Export a table

sqtab export users users.csv

Reset the local SQLite database

sqtab reset

For all commands:

sqtab --help

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AI Features

sqtab integrates with OpenAI models to provide intelligent data assistance. You must set an API key (environment variable or .env):

OPENAI_API_KEY=your-key-here

You may also set a preferred model (optional):

SQTAB_AI_MODEL=gpt-4o-mini

If not provided, sqtab falls back to a safe default.

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1. AI-Generated SQL (sql-ai)

Convert natural-language questions into valid SQLite SQL:

sqtab sql-ai "show all users older than 30"

Example result:

SELECT * FROM users WHERE age > 30;

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2. AI-Assisted Table Analysis (analyze)

Analyze structure, sample rows, patterns, anomalies, and more.

Basic usage

sqtab analyze users --ai

Custom tasks & rules

sqtab analyze users --ai \
    --task "Identify anomalies" \
    --task "Suggest indexes" \
    --rule "Be concise"

Load from external files

sqtab analyze users --ai --tasks-file tasks.txt --rules-file rules.txt

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Environment Variables

Variable	Description	Default
OPENAI_API_KEY	Required for AI features	—
SQTAB_AI_MODEL	Optional user-preferred model	gpt-4o-mini

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Project Status

sqtab is in active early development (0.x releases).
The core CLI is stable, but new AI features are expanding rapidly.

Feedback, ideas, and contributions are welcome.

GitHub repository:
https://github.com/gojankovic/sqtab

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License

MIT License © 2025 Goran Janković