📚 API Reference

Complete reference documentation for Ryoma’s APIs, agents, data sources, and tools.

🎯 Quick Navigation

🤖 Component	📝 Description	🔗 Link
Core API	Base classes, stores, and configuration	API Reference →
Agents	AI-powered data analysis agents	Agents →
Data Sources	Database and file connectors	Data Sources →
Tools	Specialized analysis tools	Tools →
Models	LLM integrations and configurations	Models →
Profiling	Database metadata extraction	Profiling →

🚀 Latest Features

• Enhanced SQL Agent - Multi-step reasoning with safety validation

• ReFoRCE Agent - State-of-the-art self-refinement capabilities

• Database Profiling - Comprehensive metadata extraction with Ibis

• Advanced Tools - Query validation, optimization, and explanation

• Safety Framework - Configurable validation and security policies

• 🔧 API Reference
  • 🎯 Core APIs
  • 🏗️ Architecture APIs
  • 🚀 Quick Examples
• Ryoma agent Documentation
  • Models
  • Example
  • Agents
• Data Sources Documentation
  • Bigquery
  • File Data Source
  • Postgres Data Source
  • Snowflake Data Source
• Tool Documentation
  • PythonTool
  • PandasTool
  • PyArrow Tool
  • pyspark tool
  • Sql Tools
• 🧠 Models
  • 🎯 Supported Providers
  • 🚀 Quick Start
  • ⚙️ Configuration
  • 🎯 Model Selection Guide
  • 🔧 Advanced Features
  • 📊 Performance Monitoring
  • 🛡️ Security and Privacy
  • 🎯 Best Practices
• 📊 Database Profiling
  • 🎯 Overview
  • 🚀 Quick Start
  • 🤖 LLM-Enhanced Profiling
  • 📋 Core Features
  • 🔍 Profiling Results
  • 🎯 Advanced Features
  • ⚙️ Configuration Options
  • 🔧 Direct Profiler Usage
  • 🤖 LLM-Enhanced Features
  • 📊 Integration with SQL Agent
  • 🛡️ Production Considerations
  • 🎯 Best Practices
  • 🔗 Related Documentation