This course equips app developers with the skills to integrate generative AI features into their applications using Firebase Genkit. You learn how to leverage Firebase Genkit's capabilities for backend flows and seamless model execution, all using Node.js. The course guides you through the entire process, from prototyping to production, providing a pattern for building next-generation AI-powered applications.
Overview
Syllabus
- Course Introduction
- Course Introduction
- Generative AI Frameworks Overview
- Development Frameworks for Generative AI
- The LangChain and Firebase Genkit Frameworks
- Deploy a Firebase Genkit App with Firebase
- Benefits of Firebase Genkit
- Getting Started with Firebase Genkit
- Module quiz
- Firebase Genkit Components
- Use Firebase Genkit Components
- Your First Flow on Firebase Genkit
- Structured Data for Prompts and Flows
- Tools to Communicate with Third Party APIs
- Function Calling with Firebase Genkit
- Module quiz
- Implement Use Cases with Firebase Genkit
- Build a Search Agent with RAG and Firebase Genkit
- Evaluate Your RAG Applications
- Use Firebase Genkit for Chatbots
- Build a RAG Solution with Firebase Genkit
- Module quiz
- Deploy Production-Ready Firebase Genkit Apps
- Deployment Options in Google Cloud
- Deploy a Firebase Genkit App on Cloud Run functions for Firebase
- Add Observability to a Firebase Genkit App
- Deploy a Firebase Genkit App to Cloud Run
- Deploy Firebase Genkit Apps to Google Cloud
- Module quiz
- Course Review
- Course Review
- Course Resources
- Course Resources
- Your Next Steps
- Course Badge
