# 🤖 airflow-ai-assistant

The first open-source AI Assistant embedded directly inside the Apache Airflow UI.

Instead of clicking through menus and logs, just chat:

💬 *"payment_auth_pipeline neden fail oldu?"* → AI fetches the log, analyzes root cause, suggests a fix

💬 *"En çok çalışan DAG hangisi?"* → AI pulls stats and explains

💬 *"data_sync_pipeline'ı çalıştır"* → Triggered instantly

💬 *"Sistemimin genel durumu nedir?"* → Full health report of all DAGs


## ✨ Features

- 🔍 **Failure Analysis** — Fetches logs, identifies root cause, suggests fixes

- 📊 **DAG Statistics** — Most run DAGs, longest duration, success/fail rates

- 🚀 **DAG Management** — Trigger, pause, unpause via natural language

- 🏥 **System Health** — Overall health report of your Airflow environment

- 🌐 **Multilingual** — Turkish and English support

- 🔒 **Privacy First** — Runs 100% locally, no data sent to external APIs

## 🏗️ Architecture