public static Azure.AI.OpenAI.Embeddings Embeddings (System.Collections.Generic.IEnumerable<Azure.AI.OpenAI.EmbeddingItem> data = default, Azure.AI.OpenAI.EmbeddingsUsage usage = default); Parameters data IEnumerable<EmbeddingItem> Embedding values for the prompts submitted in the request. usage Embeddin...
"vectorizers": [ { "name": "my_azure_open_ai_vectorizer", "kind": "azureOpenAI", "azureOpenAIParameters": { "resourceUri": "https://url.openai.azure.com", "deploymentId": "text-embedding-ada-002", "modelName": "text-embedding-ada-002" } } ] 使用...
endpoint Represents vectorization performed by public service calls to an Azure OpenAI embedding model. deployment_name Represents an Ada model deployment name to use. This model deployment must be in the same Azure OpenAI resource, butOn Your Data will use this model deployment via an internal cal...
Embeddings are a mathematical representation of complex data types like words, sentences, and objects in a lower-dimensional vector space. To make more simple, the plain text is converted into decimal values and stored. We use this embedding concept so as to have semantic search capabilities to ...
As of November 19, 2024, there's now support for shared private link to embedding models in the Azure AI Foundry model catalog or to the Azure AI Vision multimodal API.7 Shared private link for Azure OpenAI is only supported in public cloud. Other cloud offerings such as Microsoft Azure ...
we want to create a vector of the user’s prompt using the OpenAI text embedding model before ...
Embedding model is the key point here, if you try to use a model that outputs text rather than embedding vectors you'll getopenai.error.InvalidRequestError: The embeddings operation does not work with the specified model, text-davinci-002. Please choose different model and try again. You can...
Azure OpenAI资源可以通过Azure命令行界面(CLI)和Azure门户进行部署。通过Azure门户创建Azure OpenAI资源类似于部署单个Azure AI服务资源,并且是Azure AI服务服务的一部分。 导航到Azure门户 搜索Azure OpenAI,选择它,然后单击创建 为空字段输入适当的值,并创建资源。
OPENAI_EMBEDDINGS_ENGINE_QUERYtext-embedding-ada-002Embedding engine for query deployed in your Azure OpenAI resource OPENAI_API_BASEhttps://YOUR_AZURE_OPENAI_RESOURCE.openai.azure.com/Your Azure OpenAI Resource name. Get it in theAzure Portal ...
)persist_directory=dbcat# # 情况2: 已建向量数据库，直接加载vectordb=Chroma(embedding_function=...