A web app has been deployed to utilize an Azure OpenAI model with my data. Is it possible to send questions and receive answers via API? Or an entirely different approach is needed?

VasilisK Greetings! A web app has been deployed to utilize an Azure OpenAI model with my data. Is it possible to send questions and receive answers via API? Or an entirely different approach is needed? It is possible to send questions and receive answers via the Azure OpenAI REST API. The Azure OpenAI service provides a set of REST APIs for interacting with the resources and models you deploy via the Management APIs. You can use these APIs to send questions and receive answers from your deployed model. Please check the Azure OpenAI Service REST API reference for more details. Do let me know if that helps or have any further queries.

Use API commands to utilize Azure OpenAI Web App chatbot

Accepted answer

AshokPeddakotla-MSFT 30,511 Reputation points

2024-01-29T13:02:00.5366667+00:00

VasilisK Greetings!

A web app has been deployed to utilize an Azure OpenAI model with my data. Is it possible to send questions and receive answers via API? Or an entirely different approach is needed?

It is possible to send questions and receive answers via the Azure OpenAI REST API.

The Azure OpenAI service provides a set of REST APIs for interacting with the resources and models you deploy via the Management APIs.

You can use these APIs to send questions and receive answers from your deployed model.

Please check the Azure OpenAI Service REST API reference for more details.

Do let me know if that helps or have any further queries.
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VasilisK 66 Reputation points

2024-01-29T14:08:52.9766667+00:00

Hi AshokPeddakotla-MSFT, Checking the reference, helped me generating the desired result.

VasilisK 66 Reputation points

2024-02-01T11:33:58.4+00:00

Web app is not required to use AOAI via API. A sample of the POST I am using is following:

curl --location 'https://(AOAI_Endpoint).openai.azure.com/openai/deployments/(Model_Deployed_ie_gpt-4)/extensions/chat/completions?api-version=2023-06-01-preview' \ --header 'role: user' \ --header 'api-key: AOAI_Endpoint_api_key' \ --header 'Content-Type: application/json' \ --data '{ "messages": [ { "role": "user", "content": "Here is the user'\''s question" } ], "temperature": 0, "max_tokens": 6000, "top_p": 1.0, "stop": null, "stream": false, "dataSources": [ { "type": "AzureCognitiveSearch", "parameters": { "endpoint": "https://(search_service_endpoint).search.windows.net", "key": "search_service_key", "indexName": "index_name", "fieldsMapping": { "titleField": "title", "urlField": "url", "filepathField": "filepath", "contentFields": [ "content" ], "contentFieldsSeparator": "\n" }, "inScope": true, "topNDocuments": 5, "queryType": "semantic", "semanticConfiguration": "default", "roleInformation": "Your guidance goes here.", "filter": null, "strictness": 3 } } ] }'

AshokPeddakotla-MSFT 30,511 Reputation points

2024-02-06T03:28:12.69+00:00

VasilisK Glad to hear it was helpful and your query is resolved.

If this answers your query, do click Accept Answer and Yes for was this answer helpful. So that we can close this thread.

Doing so would help other community members with similar issue identify the solution. I highly appreciate your contribution to the community.
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Use API commands to utilize Azure OpenAI Web App chatbot

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