New Connector - Cohere

We're excited to introduce our latest connector addition - Cohere.

Customers can use this connector to leverage Cohere's advanced large language models (LLMs) and Retrieval-Augmented Generation (RAG) capabilities, designed for enterprise applications.

Key features:

Copy

The Cohere connector simplifies the creation and management of text and document embeddings, enabling powerful similarity searches and conversational AI interactions. Supported operations include:

• Generating Text Embeddings:

  Create vector representations of text for nuanced similarity searches.

• Batch Document Embeddings:

  Process and generate embeddings for large batches of documents, optimising for efficiency in data-heavy scenarios.

• Query Embeddings Generation:

  Turn incoming queries into embeddings, enhancing search accuracy within vector databases.

• Chat Generation:

  Leverage similarity searches to produce model responses for chat interactions, facilitating more engaging and context-aware conversational experiences.

For detailed implementation guides and more information, please visit the Tray Documentation.