Databricks

databricks.com
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Databricks is a cloud data and AI platform built for running scalable analytics and machine learning workflows. It brings together data engineering, collaborative notebooks, and managed execution so teams can process large datasets reliably. With support for structured and unstructured data, SQL warehouses for fast querying, and vector search capabilities for AI-powered retrieval, Databricks is widely used to build production-grade data pipelines and modern data platforms.

Connecting Databricks lets BOBs directly operate your data platform—starting and updating jobs, managing SQL warehouses, and handling permissions—while also pulling run details and outputs when you need answers. Instead of manual coordination between data engineering, operations, and downstream consumers, BOBs can treat Databricks as the execution engine behind your workflows, keeping pipelines moving and issues handled quickly.

BOBs also use Databricks to maintain vector search indexes in sync with your latest data. They can scan, query, update (including upserts and deletions), and repair indexes so your retrieval layer for AI apps stays accurate. Common outcomes include automated re-runs after failures, safe index refresh cycles, operational reporting from job runs, and streamlined lifecycle management of jobs, endpoints, warehouses, and permissions.

What can BOBs do with Databricks?

Perform actions

  • Cancel All Runs
  • Cancel Run
  • Create Endpoint
  • Create Job
  • Create SQL Warehouse
  • Create Vector Search Index
  • Delete Data from Vector Search Index
  • Delete Endpoint
  • Delete Job
  • Delete Run
  • Delete SQL Warehouse
  • Delete Vector Search Index
  • Edit SQL Warehouse
  • Export Run
  • Get Endpoint
  • Get Job
  • Get Job Permissions
  • Get Run
  • Get Run Output
  • Get SQL Warehouse
  • Get SQL Warehouse Config
  • Get SQL Warehouse Permissions
  • Get Vector Search Index
  • List Endpoints
  • List Jobs
  • List Runs
  • List SQL Warehouses
  • List Vector Search Indexes
  • Query Vector Search Index
  • Repair Run
  • Reset Job
  • Run Job Now
  • Scan Vector Search Index
  • Set Job Permissions
  • Set SQL Warehouse Config
  • Set SQL Warehouse Permissions
  • Start SQL Warehouse
  • Stop SQL Warehouse
  • Sync Vector Search Index
  • Update Job
  • Upsert Vector Search Index Data