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Build Generative AI Apps with Genkit

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Details

Provider

Google Skills
Pricing

Paid Course
Languages

English
Effort

6 hours
Sessions

Self-Paced
Level

Intermediate

Found in

Coursera

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Overview

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This course equips app developers with the skills to integrate generative AI features into their applications using Genkit. You learn how to leverage 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.

Syllabus

Generative AI Frameworks Overview

Development Frameworks for Generative AI
The LangChain and Genkit Frameworks
Deploy a Genkit App with Firebase
Benefits of Genkit
Get Started with Genkit
Module quiz

Genkit Components

Use Genkit Components
Your First Flow on Genkit
Structured Data for Prompts and Flows
Tools to Communicate with Third Party APIs
Function Calling with Genkit
Module quiz

Implement Use Cases with Genkit

Build a Search Agent with RAG and Genkit
Evaluate Your RAG Applications
Use Genkit for Chatbots
Build a RAG Solution with Genkit
Module quiz

Deploy Production-Ready Genkit Apps

Deployment Options in Google Cloud
Deploy a Genkit App on Cloud Functions for Firebase
Add Observability to a Genkit App
Deploy a Genkit App to Cloud Run
Deploy Genkit Apps to Google Cloud
Module quiz

Tags

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