sqlseed-ai 0.1.8

AI-powered data generation plugin for sqlseed

sqlseed-ai

AI-powered data generation plugin for sqlseed.

Overview

sqlseed-ai extends sqlseed with LLM-driven intelligent data generation capabilities. It analyzes your database schema and produces high-quality, context-aware YAML configuration suggestions.

Features

• Schema Analysis — LLM-powered table structure understanding via SchemaAnalyzer
• AI Config Refiner — Self-correcting feedback loop with up to 3 retry rounds
• Column-level Suggestions — Smart per-column generation strategy recommendations
• Natural Language Config — Describe what you want in plain text, get YAML config
• Few-shot Examples — Built-in example library for improved LLM output quality

Installation

pip install sqlseed-ai

Quick Start

# Generate AI-suggested YAML config for a table
sqlseed ai-suggest test.db --table users --output users.yaml

Requirements

• Python >= 3.10
• sqlseed >= 0.1.0
• An OpenAI-compatible API key (set via OPENAI_API_KEY environment variable)

License

AGPL-3.0-or-later