Exporting and using Word Embeddings:

The following is the example to use word embeddings externally:

import openai

 

# Set up Azure OpenAI configuration

openai.api_type = "azure"

openai.api_version = "2022-12-01"

openai.api_base = "YOUR_RESOURCE_NAME.openai.azure.com"  # Replace with your resource endpoint

openai.api_key = "YOUR_API_KEY"  # Replace with your API key

 

# Initialize the embedding model

embeddings = OpenAIEmbeddings(model="text-embedding-ada-002", chunk_size=1)

 

# Generate embeddings for your text

response = openai.Embedding.create(input="Sample Document goes here", engine="YOUR_DEPLOYMENT_NAME")

embeddings = response['data'][0]['embedding']

print(embeddings)