AzureOpenAIEmbed

The AzureOpenAIEmbed connector is designed to generate embeddings for text data using Azure OpenAI’s models, providing a bridge between Neum AI documents and OpenAI’s powerful embedding capabilities.

The AzureOpenAIEmbed class serves as an interface to Azure’s OpenAI embedding services. It is designed to create embeddings for textual data, which is essential for various machine learning tasks.

Properties

Required properties:

• deployment_name: The specific deployment of the OpenAI model to be used.
• api_key: The API key for authentication with Azure OpenAI services.
• endpoint: The endpoint URL for the Azure OpenAI API.

Local Development

from neumai.EmbedConnectors import AzureOpenAIEmbed

azure_openai_embed = AzureOpenAIEmbed(
    deployment_name = "<Insert AZURE OPEN AI DEPLOYMENT NAME>",
    api_key = "<Insert Azure OPEN AI API Key>",
    endpoint = "<Insert AZURE OPEN AI ENDPOINT>"
)