Cohere

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

• Text Generation Chat
• Text Embeddings
• Text Reranking

#Release Stage

Alpha

#Configuration

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

#Setup

In order to communicate with Cohere, 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

Cohere'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.

#Text Reranking

Rerank models sort text inputs by semantic relevance to a specified query. They are often used to sort search results returned from an existing search solution.