Lakeflow Job Setup: A workflow with tasks ingest_airports_bronze, replace_airports_mv, check_atl_alert, and refresh_flight_dashboard linked by dependencies

Author: FlosMume

docs/ai_assistant_and_er_diagram.md

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+# AI Assistant & ER Diagram Generation
+
+Databricks AI Assistant helps with:
+1. Auto-generating SQL  
+2. Documenting datasets  
+3. Explaining columns and relationships  
+4. Creating ER diagrams for schemas  
+
+---
+
+## 1. AI Assistant for SQL
+
+### Examples:
+```
+Explain the structure of flights_silver_mv.
+```
+```
+Write a query showing top 10 busiest airports.
+```
+```
+Generate SQL for delays grouped by airline and month.
+```
+
+Assistant outputs runnable SQL directly to the editor.
+
+---
+
+## 2. Auto-Documentation with AI
+
+Open:
+```
+Catalog Explorer → Table → AI Describe
+```
+
+AI generates:
+- Summary of the table  
+- Column definitions  
+- Typical use cases  
+- Suggested joins  
+- Quality notes (if available)  
+
+---
+
+## 3. Generate an ER Diagram
+
+Steps:
+1. Open **Catalog Explorer**  
+2. Select:
+   ```
+   dbsql_samuel.demo
+   ```
+3. Click **Relationships → View Diagram**  
+4. The ER diagram shows:
+   - Tables  
+   - MVs  
+   - Joins (inferred by matching column names)  
+   - Upstream/downstream lineage  
+
+Export the diagram as **PNG** for your GitHub repo.
+
+---
+
+## 4. Adding ER Diagram to GitHub
+
+Place exported file under:
+```
+docs/er_diagram.png
+```
+
+Add a short description in the README:
+- Bronze → Silver → Gold flow  
+- Lookup relationships (UniqueCarrier ↔ UniqueCode)  
+- Airport geography relationships  
+
+---
+
+## 5. Resume / GitHub Highlights
+
+You may state:
+- “Implemented AI-assisted SQL dataset documentation.”  
+- “Generated ER diagrams with Unity Catalog lineage integration.”  
+- “Developed analytics workflow using AI-assisted Databricks SQL.”  
+