Good morning,
I am having the same problem. Have you found any solution?
Thank you!
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Hi guys
I'm trying to setup AzureCognitiveSearchChatExtensionConfiguration for hybrid search (vector + semantic) but I can't make it work
Here is my code
var search=new AzureCognitiveSearchChatExtensionConfiguration()
{
SearchEndpoint = new Uri(_configuration.GetSection("AppSettings")["SearchEndPoint"]),
IndexName = "ai"
};
search.SetSearchKey(_configuration.GetSection("AppSettings")["SearchKey"]);
search.SemanticConfiguration="ai-semantic-config";
search.QueryType= AzureCognitiveSearchQueryType.VectorSemanticHybrid;
search.EmbeddingEndpoint =new Uri(_configuration.GetSection("AppSettings")["AiEndPoint"]);///openai/deployments/{deployment-id}/embeddings?api-version={api-version}
search.SetEmbeddingKey(_configuration.GetSection("AppSettings")["AiKey"]);
search.FieldMappingOptions = new AzureCognitiveSearchIndexFieldMappingOptions()
{
UrlFieldName="Url",
TitleFieldName="Title",
}
;
search.FieldMappingOptions.ContentFieldNames.Add("Content");
search.FieldMappingOptions.ContentFieldNames.Add("Subtitle");
search.FieldMappingOptions.ContentFieldNames.Add("Authors");
//search.FieldMappingOptions.VectorFieldNames.Add("TitleVector");
search.FieldMappingOptions.VectorFieldNames.Add("ContentVector");
ChatCompletionsOptions chatCompletionsOptions = new()
{
DeploymentName = modelName,
Messages =
{
new ChatMessage(
ChatRole.System,
"You are a helpful assistant "),
new ChatMessage(ChatRole.User, question)
},
AzureExtensionsOptions = new AzureChatExtensionsOptions()
{
Extensions =
{
search
}
}
};
try
{
Response<ChatCompletions> response = await _client.GetChatCompletionsAsync(chatCompletionsOptions);
ChatMessage message = response.Value.Choices[0].Message;
return message.Content;
}
The message I'm getting is
Service request failed. Status: 400 (Bad Request) Content: {"error": {"requestid": "90ef3895-27ce-458f-a6d2-ba0fe165345f", "code": 400, "message": "An error occurred when calling Azure Cognitive Search: Azure Search: Please assign a proper column/field for vector search. It should be of type Collection(Edm.Single)"}} Headers: x-envoy-upstream-service-time: REDACTED apim-request-id: REDACTED x-ms-client-request-id: e87d8134-efc6-4e6f-8195-dc51be1a712f Strict-Transport-Security: REDACTED X-Content-Type-Options: REDACTED x-ms-region: REDACTED Date: Thu, 16 Nov 2023 15:15:24 GMT Content-Length: 259 Content-Type: application/json; charset=UTF-8 ss
Although I have passed the correct vector filed
Thanks
Good morning,
I am having the same problem. Have you found any solution?
Thank you!