GitHub Repo full of Sample Apps, developed by the firebase team and the community alike -
github.com/firebase/gen...

#FirebaseDemoDay

3. Retrieval-augmented generation: Create apps that provide accurate and contextually relevant responses by grounding generation with your own data sources - chatbots or question answering systems.

Example: Build AI features powered by your data
firebase.google.com/codelabs/ai-...

#FirebaseDemoDay

2. Data transformation: Convert unstructured data, like natural language, into structured formats (e.g., objects, SQL queries, tables) for integration into your app or data pipeline.

Example: Add Natural Language AI Data Filters with Genkit
medium.com/firebase-dev...

#FirebaseDemoDay

1. Intelligent agents: Create agents that understand user requests and perform tasks autonomously, such as personalized travel planning or itinerary generation.

Example: Compass Travel Planning App #flutter
developers.google.com/solutions/co...

#FirebaseDemoDay

Both come at a higher price though, as part of a new pricing tier - "Essentials".

2. Passwordless Log-in:

"... secure user access to your applications with passwordless authentication, including sign-in with passkeys, email, and text messages. Passkeys are based on FIDO standards and use public key cryptography, which enables strong, phishing-resistant authentication."

1. Managed Logins:
"... a fully-managed, hosted sign-in and sign-up experience that customers can personalize to align with their company or application branding."
"... use visual editor to customize the look and feel of the user journey from sign-up and login to password recovery and MFA."

DevEx

"The Amplify AI kit has an <AIConversation /> React component and accompanying "useAIConversation" React hook to make it easy to build customizable interfaces with your AI routes."

"The Amplify AI stack is fully serverless. It is quick to spin up, and with Amplify sandboxes, you can iterate on your backend code and see updates happening in a real cloud environment."

Announcement blog:

aws.amazon.com/blogs/mobile...

Samples Repository:

github.com/aws-samples/...

The RCA will be an interesting read!

I know Dev! Does that count?