sqlseed-ai 0.1.11

AI-powered data generation plugin for sqlseed

sqlseed-ai

AI-powered data generation plugin for sqlseed.

Overview

sqlseed-ai extends sqlseed with LLM-driven schema analysis, self-correcting config generation, and template-oriented AI assistance. The current public workflow centers on generating table-level YAML suggestions via sqlseed ai-suggest.

Features

• Schema Analysis — LLM-powered table structure understanding via SchemaAnalyzer
• AI Config Refiner — Self-correcting feedback loop with up to 3 retry rounds
• Template Pool Assistance — Pre-generate candidate values for hard-to-map columns via plugin hooks
• Few-shot Examples — Built-in example library for improved LLM output quality
• CLI And MCP Integration — Shared AI suggestion flow for sqlseed ai-suggest and the MCP server

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