Helping data teams solve the world’s toughest problems using data and AI
Databricks publishes skills that help AI agents work across the Databricks platform, covering model serving endpoint operations with traffic routing and canary deploys, building and designing data apps and their React and AppKit interfaces, and managing Lakebase Postgres, Apache Iceberg tables, and governed metric views in Unity Catalog. Its skills also reach into streaming and AI work, including Spark Structured Streaming pipelines with Kafka ingestion and stateful processing, and built-in AI Functions for classification, extraction and summarization inside SQL and PySpark pipelines.
Databricks Agent Skills
35 skills · 386 stars · NOASSERTION
Databricks Agent Bricks Create Agent Bricks: Knowledge Assistants (KA) for document Q&A and Supervisor Agents for multi-a…
Databricks Ai Functions Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translat…
Databricks Ai Runtime Databricks AI Runtime, the `databricks air` CLI commands for submitting and managing GPU training…
Databricks Aibi Dashboards Create Databricks AI/BI dashboards.
Databricks App Design Design the UX of custom-code Databricks Apps (AppKit/React) data screens — KPI/overview pages, re…
Databricks Apps Build apps on Databricks Apps platform.
Databricks Apps Python Python backend for Databricks Apps — FastAPI (default), Flask, Dash, Streamlit, Gradio, Reflex.
Databricks Core Databricks CLI operations and the parent/entry-point skill for Databricks CLI use: authentication…
Databricks Dabs Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, former…
Databricks Data Discovery Discover, explore, and query Databricks data via Genie — the CLI equivalent of the Genie One MCP.
Databricks Dbsql Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities.
Databricks Docs Databricks documentation reference via llms.txt index.
Databricks Execution Compute Execute code and manage compute on Databricks: run Python/Scala/SQL/R via serverless, classic, or…
Databricks Genie Agents Create, manage, and query Databricks Genie Agents — curated, per-data natural-language agents (fo…
Databricks Iceberg Apache Iceberg tables on Databricks — Managed Iceberg tables, External Iceberg Reads (fka Uniform…
Databricks Jobs Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI.
Databricks Lakebase Databricks Lakebase Postgres: projects, scaling, connectivity, Lakebase synced tables, and Data API.
Databricks Lakeflow Connect Build managed ingestion pipelines into Databricks using Lakeflow Connect.
Databricks Metric Views Unity Catalog metric views: define, create, query, and manage governed business metrics in YAML.
Databricks Ml Training Train ML models on Databricks.
Databricks Mlflow Evaluation MLflow 3 GenAI agent evaluation.
Databricks Model Serving Databricks Model Serving endpoint lifecycle and ops.
Databricks Pipelines Develop Lakeflow Spark Declarative Pipelines (formerly Delta Live Tables) on Databricks.
Databricks Python Sdk Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API.
Databricks Serverless Serverless compute for Databricks jobs, Lakeflow pipelines and Declarative Automation Bundles (DA…
Databricks Serverless Migration Migrate Databricks workloads from classic compute to serverless compute.
Databricks Setup Local Previews, provisions, or diagnoses a uv-managed local Python .venv with `databricks environments…
Databricks Spark Structured Streaming Comprehensive guide to Spark Structured Streaming for production workloads.
Databricks Synthetic Data Gen Generate realistic synthetic data using Spark + Faker (strongly recommended).
Databricks Unity Catalog Unity Catalog governance, access control, and observability.
Databricks Unity Gateway Use when querying or calling pay-per-token foundation models, or when creating, updating, listing…
Databricks Unstructured Pdf Generation Build RAG / unstructured-document evaluation datasets and demo documents (e.g.
Databricks Vector Search Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, s…
Databricks Zerobus Ingest Push records from apps, services, devices, or scripts directly into Unity Catalog Delta tables wi…
Spark Python Data Source Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and st…