New Connector - Cohere

March 12, 2024
Connector Updates

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:

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.