Fireworks AI

The Fireworks AI component is an AI component that allows users to connect the AI models served on the Fireworks AI Platform. It can carry out the following tasks:

• Text Generation Chat
• Text Embeddings

#Release Stage

Alpha

#Configuration

The component definition and tasks are defined in the definition.yaml and tasks.yaml files respectively.

#Setup

In order to communicate with Fireworks AI, the following connection details need to be provided. You may specify them directly in a pipeline recipe as key-value pairs within the component's setup block, or you can create a Connection from the Integration Settings page and reference the whole setup as setup: ${connection.<my-connection-id>}.

#Supported Tasks

#Text Generation Chat

Fireworks AI's text generation models (often called generative pre-trained transformers or large language models) have been trained to understand natural language, code, and images. The models provide text outputs in response to their inputs. The inputs to these models are also referred to as "prompts". Designing a prompt is essentially how you “program” a large language model model, usually by providing instructions or some examples of how to successfully complete a task.

#Text Embeddings

An embedding is a list of floating point numbers that captures semantic information about the text that it represents.

#Example Recipes

Recipe for the Fireworks Chinese Content Writer pipeline.