Genkit
by Firebase
Genkit is a framework for building AI-powered applications. It provides open source libraries for Node.js and Go, along with tools to help you debug and iterate quickly.
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What is Genkit?
Genkit is a versatile framework designed for developers to add generative AI to their applications using Node.js or Go. It offers a plugin architecture that supports various generative model APIs and vector databases, enabling the creation of intelligent and data-driven AI solutions.
How to use Genkit?
To use Genkit, start with the Node.js or Go quickstarts. Install the Genkit CLI, define your AI logic using Flows and prompt files, and leverage the developer UI for testing and debugging. Extend Genkit's functionality with plugins for specific AI models and vector databases.
Key features of Genkit
Unified generation API
Vector database support
Enhanced prompt engineering
AI workflows (Flows)
Built-in streaming
Use cases of Genkit
Intelligent agents for task automation
Data transformation from unstructured to structured formats
Retrieval-augmented generation for contextually relevant responses
Chatbots and question answering systems
Personalized travel planning or itinerary generation
FAQ from Genkit
Can Genkit be used independently of Firebase?
Can Genkit be used independently of Firebase?
Yes, Genkit can be used independently of Firebase or Google Cloud services.
What languages does Genkit support?
What languages does Genkit support?
Genkit provides libraries for Node.js and Go.
Is Genkit for Go production ready?
Is Genkit for Go production ready?
Genkit for Go is in alpha, so it is recommended for prototyping.
How can I extend Genkit's functionality?
How can I extend Genkit's functionality?
You can extend Genkit with plugins for specific AI models, vector databases, and platform integrations.
Where can I find sample apps using Genkit?
Where can I find sample apps using Genkit?
Several sample apps are available in the Genkit repository, demonstrating various use cases and prompting techniques.