mosaic-ai

Open-source community study guide for all six Databricks certifications (Data Engineer Associate / Professional, Data Analyst Associate, ML Associate / Professional, GenAI Engineer Associate). Aligned to the 2025-2026 official exam guides. Obsidian-flavoured Markdown; PRs welcome.

Reference implementation of a Databricks-native document intelligence agent with cited answers.

2025 · First RAG proof-of-concept on Databricks — grounded, cited retrieval over a financial-research corpus with Mosaic AI Vector Search & MLflow eval.

Step-by-step starter project demonstrating how to build, test, and operationalize a Mosaic AI Agent on Databricks using MLflow, Foundation Models, and tool execution.

CoCo - reference implementation of a natural-language cohort copilot on Databricks. DSPy ReAct agent + Mosaic AI Agent Framework + Lakebase + MLflow Prompt Registry + Unity Catalog + Databricks Apps.

This repository contains experiments and labs for Databricks with ML & AI technologies

End-to-end sales data pipeline built on Medallion Architecture (Bronze-Silver-Gold) with logging, embedding generation & AI processing using Databricks Mosaic AI

End-to-end Databricks GenAI agent on the Lakehouse: ingestion, Vector Search, RLS governance, Mosaic AI Agent, MLflow evaluation, Model Serving, Databricks App, and Terraform. Synthetic data.

Autonomous AI engineer on the Databricks AI runtime — reads papers, ingests Unity Catalog datasets, runs Mosaic AI jobs, and registers models with full MLflow lineage.