AI

The future of BI is AI ---- Databricks

Data Intelligence is enabling Generative BI into AI/BI

LLM: Dolly

• model created by Databricks
• small: a 12B parameter model
• based on the EleutherAI pythia
• Biased towards instruction-following dataset
• open source
  • huggingface

LLM: DBRX

• general-purpose LLM, 132B
• built from scratch
• open source
• MOE arch, excels in code, math, and RAG
• released in March 27, 2024

Security Framework (DASF)

white paper v2.0

Data Intelligence Platform

• aka. DatabricksIQ

AI/BI Genie Space

a conversational interface

• Text2SQL tool
• can learn from human feedback
• aka. Genie, Genie Space, space
• can visualize data

AI/BI dashboards

• aka. Lakeview dashboards
• They do not require semantic models, data extracts, or additional management services.

(Databricks) Assistant

as code copilot

• entrance: Notebook/SQL Editor页面右上角助手图标
• support python, SQL and markdown
• case: Azure databricks based on Azure OpenAI
• case: AWS databricks requires user to configure

AI functions

ai_query() in sql

Mosaic API Gateway

for AI compliance or reliability

• enforcing access controls, monitoring, and policies on every request

• organizations can scale model confidently across the business