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Databricks Agent Guide

Access Databricks SQL Analytics with natural language or direct SQL.

Overview

  • DatabricksAgent - AI-powered natural language to SQL
  • DatabricksPassthroughAgent - Direct SQL execution

Usage Examples

# AI-assisted queries with business context
lui("Show me daily active users for last month", agent="DatabricksAgent")

# Cross-database analytics
lui("Compare inventory levels with sales velocity", agent="DatabricksAgent")

# Direct SQL execution
lui("SELECT customer_id, SUM(order_value) FROM sales.orders GROUP BY customer_id", 
    agent="DatabricksPassthroughAgent")

# Delta Lake time travel
lui("SELECT * FROM customers VERSION AS OF 5", 
    agent="DatabricksPassthroughAgent")

Common Patterns

  • Customer analytics
  • Real-time dashboards
  • Data quality checks
  • Delta Lake operations

Integration

Query with DatabricksAgent, then visualize with GraphAgent or analyze with CodeAgent.