Kernel Memory - Retrieval Augmented Generation (RAG) using Azure Open AI

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Kernel Memory - Retrieval Augmented Generation (RAG) using Azure Open AI

Bhavin Bhesaniya 0

Hello Community, I am seeking for guidance here, Looking for Kernel Memory - Retrieval Augmented Generation (RAG) using Azure Open AI which can read file in kernel memory. I can ask question and based on memory it can answer my questions. I want to use .NetCore here for implementation.

I have referred below article but i did not found configuration related to Azure Open AI.

https://github.com/microsoft/kernel-memory/tree/main

navba-MSFT 27,550 Reputation points Microsoft Employee Moderator

2024-06-28T02:45:43.45+00:00
@Bhavin Bhesaniya Welcome to Microsoft Q&A Forum, Thank you for posting your query here!

.

Using of Kernel Memory-Retrieval Augmented Generation (RAG) with Azure OpenAI for efficient and effective memory analysis is explained in this article.

.

Using Kernel Memory to Chunk Documents into Azure AI Search with sample c# code is explained in this article.

.

You can also refer the sample c# code in this article.

.

Hope this helps.
navba-MSFT 27,550 Reputation points Microsoft Employee Moderator

2024-07-01T04:22:25.0633333+00:00

@Bhavin Bhesaniya Just following up to check if my suggestion helped. Please let me know if you have any further queries. I would be happy to help.
Bhavin Bhesaniya 0 Reputation points

2024-07-01T04:35:08.7066667+00:00

@navba-MSFT Thank you so much for your help. I still could not find what I am looking for here. I want to achieve simple functionality which can read some documents from my folder and hold in kernel memory. Now if I ask any questions, I should have answer from those uploaded documents like how chatGPT is working. I have azure model gpt-4.o, azure endpoint and azure open AI key to implement this. Using azure open AI RAG and kernel memory, .Net 8 ,C# Teck stack I want to use here. Let me know if you can suggest any or existing documents for me to refer again.
navba-MSFT 27,550 Reputation points Microsoft Employee Moderator

2024-07-02T05:05:22.56+00:00

@Bhavin Bhesaniya Thanks for getting back. Please refer this article, which covers leveraging the power of Azure AI Search with Semantic Kernel, which provides the advanced search capabilities, seamless integration with other Azure services, and simplified memory management.
Bhavin Bhesaniya 0 Reputation points

2024-07-02T10:18:43.25+00:00

Thank you so much @navba-MSFT

Your answer

navba-MSFT 27,550 Reputation points Microsoft Employee Moderator

2024-06-28T02:45:43.45+00:00

@Bhavin Bhesaniya Welcome to Microsoft Q&A Forum, Thank you for posting your query here!

.

Using of Kernel Memory-Retrieval Augmented Generation (RAG) with Azure OpenAI for efficient and effective memory analysis is explained in this article.

.

Using Kernel Memory to Chunk Documents into Azure AI Search with sample c# code is explained in this article.

.

You can also refer the sample c# code in this article.

.

Hope this helps.
navba-MSFT 27,550 Reputation points Microsoft Employee Moderator

2024-07-01T04:22:25.0633333+00:00

@Bhavin Bhesaniya Just following up to check if my suggestion helped. Please let me know if you have any further queries. I would be happy to help.
Bhavin Bhesaniya 0 Reputation points

2024-07-01T04:35:08.7066667+00:00

@navba-MSFT Thank you so much for your help. I still could not find what I am looking for here. I want to achieve simple functionality which can read some documents from my folder and hold in kernel memory. Now if I ask any questions, I should have answer from those uploaded documents like how chatGPT is working. I have azure model gpt-4.o, azure endpoint and azure open AI key to implement this. Using azure open AI RAG and kernel memory, .Net 8 ,C# Teck stack I want to use here. Let me know if you can suggest any or existing documents for me to refer again.
navba-MSFT 27,550 Reputation points Microsoft Employee Moderator

2024-07-02T05:05:22.56+00:00

@Bhavin Bhesaniya Thanks for getting back. Please refer this article, which covers leveraging the power of Azure AI Search with Semantic Kernel, which provides the advanced search capabilities, seamless integration with other Azure services, and simplified memory management.
Bhavin Bhesaniya 0 Reputation points

2024-07-02T10:18:43.25+00:00

Thank you so much @navba-MSFT

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Kernel Memory - Retrieval Augmented Generation (RAG) using Azure Open AI

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