Pushing the Frontier for Data Agents with Genie

Genie is Databricks' data agent that improves accuracy and reduces costs for complex enterprise data queries using specialized knowledge search, parallel thinking, and multi-LLM strategies.

• •Specialized Knowledge Search leverages semantic context and metadata to improve table discovery accuracy by up to 40%
• •Parallel Thinking samples multiple solution trajectories and aggregates findings to increase answer accuracy from 32% to over 90%
• •Multi-LLM Architecture uses different optimized LLMs for planning, search, code generation, and verification tasks to improve both accuracy and latency
• •Self-Correction Mechanism implements automatic correction loops and verification phases to ensure reliable answers when intermediate calculations reveal incorrect assumptions
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