AI for Firebase

Query Firestore and Firebase data using natural language.

Firebase by Google is the leading backend-as-a-service platform, offering Firestore (a real-time NoSQL document database), Realtime Database, Authentication, Cloud Functions, and more. Millions of mobile and web applications rely on Firebase for real-time data sync, user management, and serverless compute.

AI for Database connects to your Firestore database and translates your questions into efficient Firestore queries. The AI understands collections, subcollections, document references, and nested fields — so you can explore your Firebase data without writing client-side query code.

Finally, your product and operations teams can answer questions from Firebase data without deploying code. Build dashboards, monitor user metrics, and trigger alerts from Firestore collections — all from a simple conversational interface.

What's supported

Full-featured AI querying tailored for Firebase.

Natural language to Firestore queries

Collection and subcollection traversal

Nested document field querying

Support for Firestore compound queries

Real-time data access from live Firestore instances

Firebase Admin SDK integration for secure access

Dashboard creation from Firestore data

Alert workflows triggered by document conditions

Example queries

Ask in plain English. AI for Database writes the Firebase query.

“How many active users do we have by plan type?”

db.collection('users')
  .where('status', '==', 'active')
  .get()
  // Group by plan field and count

“Show me all orders from the past 7 days with a total over $100”

db.collection('orders')
  .where('createdAt', '>=', new Date(Date.now() - 7 * 86400000))
  .where('total', '>', 100)
  .orderBy('createdAt', 'desc')
  .get();

“Which users have not logged in for 90 days?”

db.collection('users')
  .where('lastLoginAt', '<', new Date(Date.now() - 90 * 86400000))
  .orderBy('lastLoginAt', 'asc')
  .get();

Get started in minutes

Provide your Firebase project ID and a service account JSON key with Firestore read access.

AI for Database connects using the Firebase Admin SDK for secure, server-side access.

The AI discovers your collections, subcollections, and samples documents to infer schema.

Ask questions about your Firestore data in plain English.

For additional security, restrict the service account to read-only Firestore rules.

Use cases

Popular ways teams use AI for Database with Firebase.

Let product managers query user engagement metrics stored in Firestore.

Build dashboards from real-time order and transaction data in Firebase.

Monitor app usage patterns and get alerts when key metrics change.

Explore Firestore data during development without writing query code.

Generate user growth and retention reports from Firebase Authentication and Firestore data.

Also supported

🍃

All databases

Ready to query Firebase with AI?

Connect your Firebase database and start asking questions in plain English. Free to start.

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