How To Integrate OpenAI With Azure Vector Search aka Azure Cognitive Search

Check out this solution if you want to get started with OpenAI integration with Azure vector search database. This video covers end to end solution starting from generating Azure instances to getting response from OpenAI API.

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#openai #chatbot #azure

[jorgeanicama]

Very straight to the point. Just the video i needed to connect many isolated concepts! Thank you very much. !

[soubarnobanerjee]

Just loving your contents! There are a lot of grey areas onto the LLMs and how they work if we integrate Azure services, especially the vector DB part. Using FAISS, Chroma, etc are good for POCs, that too performed internally.... but something which gets accepted in enterprise level is the one which you are talking about in this video!!

Thank you

[KushwanthK]

thanks this is really good where is generate_embeddings function located and which embedding model are you using? share the notebook?

[cswywrr]

Hi Thank you for the video, i am getting httpresponseerror invalid parameter can u help me with this?

[deepikahari]

I could not find "generate_embeddings" function definition.

[joannezhu]

Thank you Shweta, really helpful for me to understand how the Cognitive search works. I have another question, wouldn't it be easier to use Azure openAI instead of OpenAI as the chat language model towards the end? I'll duplicate the code on my end. Thank you so much for sharing this with us.

[abhayrajput]

What is generate_embeddings ?, not there in your blog

[joellim]

Hi Shweta, your content is very clear and useful! How might we get the full .ipynb source code so we can try out the solution ourselves? For instance, generate_embeddings function is not shown.Thank you for all that you do!

[runbtkf]

This line is not fully displayed in the video could you kindly provide the rest of the line, please?
SearchField(name="embedding", (SearchFieldDataType.Single), searchable=True, vector_search)

Thanks

[Haraker]

Hi, how would you suggest to implement this solution with multiple documents?

[MrRugev]

Thank u!!!!, your videos have helped me a lot.

[dheerajsachdeva]

Hi! Can you please share the notebook that you used in the video? The medium site is for members only.

[hrishabhgupta]

I am following as per the tutorial but getting this error while creating the Index:
vector_search_configuration is not a known attribute of class <class and will be ignored

[fdieqkx]

Hi @shweta lodha, can we rename the index name in azure cognitive search.

[pavan]

In production, how do you deploy this python code ?