ComponentsText embedding modelsAzureOpenAIAzureOpenAILet's load the OpenAI Embedding class with environment variables set to indicate to use Azure endpoints.# set the environment variables needed for openai package to know to reach out to azureimport osos.environ["OPENAI_API_TYPE"] = "azure"os.environ["OPENAI_API_BASE"] = "https://<your-endpoint.openai.azure.com/"os.environ["OPENAI_API_KEY"] = "your AzureOpenAI key"os.environ["OPENAI_API_VERSION"] = "2023-05-15"from langchain.embeddings import OpenAIEmbeddingsembeddings = OpenAIEmbeddings(deployment="your-embeddings-deployment-name")text = "This is a test document."query_result = embeddings.embed_query(text)doc_result = embeddings.embed_documents([text])PreviousAwaDBNextBaidu Qianfan