Snowflake Data Agent

概要

The Snowflake Data Agent is an advanced system designed to enhance data analysis and querying capabilities within Snowflake environments using a LangGraph-powered multi-agent architecture. It offers over 20 specialized tools for Snowflake data operations, enabling intelligent data analysis, lineage tracing, usage auditing, query optimization, and metadata curation across six key Snowflake datasets. The system features few-shot learning, state persistence for sessions, and continuous improvement through user feedback, making it a powerful platform for interactive exploration, single queries, batch processing, and training.

主な機能

• Dedicated agents for analysis, lineage, auditing, optimization, and metadata curation
• LangGraph-powered multi-agent system with few-shot learning
• Multiple usage modes: interactive, single query, batch processing, and training
• 20+ specialized tools for Snowflake data operations
• 0 GitHub stars
• Intelligent session management with state persistence and caching

ユースケース

• Optimizing Snowflake query performance and identifying resource consumption patterns.
• Automating data governance tasks like lineage tracing, usage auditing, and metadata management.
• Performing intelligent data analysis and querying on Snowflake datasets.