databricks-solutions/databricks-apps-cookbook

build-app

Build Databricks Apps from this cookbook: minimum folder layout and app.yaml per framework (Dash, Streamlit, Reflex, FastAPI), multi-page wiring, docs category-first workflow then README recipes, runtime rules, combining recipes. Feature code only from repo…

Idioma do texto original: inglês

productionize-app-dab

Follow-up to build-app: wrap the chosen cookbook framework (Dash, Streamlit, Reflex, FastAPI) in a Databricks Asset Bundle (DAB)—framework-specific src/app layout, app.yaml commands, bundle validate/deploy/run, CI/CD secrets. Requires a working app from…

Idioma do texto original: inglês

cookbook-aiml

Invoke ML models, run vector search, and connect to MCP servers from Databricks Apps. Use when the user wants to call a model serving endpoint, query a vector search index, use LLMs/embeddings, or connect to an MCP server in Dash, Streamlit, Reflex, or…

Idioma do texto original: inglês

cookbook-authentication

Implement authentication in Databricks Apps: get current user info, on-behalf-of-user (OBO) auth, service principal auth, and OAuth patterns. Use when the user asks about auth, user tokens, service principals, OAuth, or OBO in Dash, Streamlit, Reflex, or…

Idioma do texto original: inglês

cookbook-bi

Embed AI/BI dashboards and integrate Genie Spaces into Databricks Apps. Use when the user wants to embed a Databricks dashboard or build a chat interface with the Genie Conversations API in Dash, Streamlit, or Reflex.

Idioma do texto original: inglês

cookbook-compute

Connect Databricks Apps to shared clusters or serverless compute using Databricks Connect. Use when the user needs to run Spark SQL or Python on a cluster from a Dash, Streamlit, or Reflex app.

Idioma do texto original: inglês

cookbook-external-services

Connect Databricks Apps to external services using Unity Catalog HTTP connections and retrieve Databricks secrets. Use when the user needs to call external APIs (GitHub, Jira, Slack), set up MCP connections, or access secrets from Dash, Streamlit, or Reflex…

Idioma do texto original: inglês

cookbook-tables

Read and write Delta tables and connect to Lakebase (OLTP PostgreSQL) from Databricks Apps. Use when the user needs to query UC tables, edit table data, or use Lakebase for transactional workloads in Dash, Streamlit, Reflex, or FastAPI.

Idioma do texto original: inglês

cookbook-unity-catalog

Browse Unity Catalog objects (catalogs, schemas) from Databricks Apps. Use when the user wants to list catalogs, explore schemas, or build a catalog browser in a Streamlit or Reflex app.

Idioma do texto original: inglês

cookbook-visualizations

Create charts, graphs, and map visualizations in Databricks Apps. Use when the user wants to display data as bar charts, line charts, area charts, or interactive maps in Streamlit, Dash, or Reflex apps.

Idioma do texto original: inglês

cookbook-volumes

Upload and download files from Unity Catalog Volumes in Databricks Apps. Use when the user needs file upload, file download, or file management with UC Volumes in Dash, Streamlit, Reflex, or FastAPI.

Idioma do texto original: inglês

cookbook-workflows

Trigger and monitor Databricks Workflows jobs from Databricks Apps. Use when the user wants to run a job, pass parameters, or retrieve job run results from a Dash, Streamlit, or Reflex app.

Idioma do texto original: inglês