Genkit
Build AI-powered applications with this open-source framework for Node.js and Go.
About
Genkit is an open-source framework designed for building AI-powered applications using Node.js and Go. It offers libraries and tools to facilitate the development, integration, and testing of AI features, with a focus on observability and evaluation. With Genkit, developers can create intelligent agents, perform data transformations, implement retrieval-augmented generation, and more, leveraging a plugin architecture compatible with various generative models and vector databases. Its unified API, enhanced prompt engineering, and built-in streaming capabilities streamline the creation of AI workflows, while its CLI and developer UI enhance the development experience.
Key Features
- Built-in streaming for improved user experiences
- Vector database support for RAG applications
- AI workflows for structured AI application logic
- Unified generation API for diverse content types
- Enhanced prompt engineering with runnable .prompt files
Use Cases
- Create retrieval-augmented generation applications like chatbots
- Build intelligent agents for task automation
- Transform unstructured data into structured formats