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RAG processing at scale

Summary Application of generative AI has become more diverse. Ubiquitous chatbot RAG pattern is complemented by other scenarios. One of...

Query SQL using OpenAI and Langchain

LLMs (such as OpenAI) are good for reasoning but they lack capability interface with outside world. This is where Langchain agents step...

Langchain + OpenAI + Azure Search

Summary Langchain framework makes building of LLM applications much easier, extends capabilities of LLM applications, and introduces...

Session management with AAD Conditional Access

Azure Active Directory (Azure AD) Conditional Access is a policy-based system that provides automated access control decisions for...

Data Audit with Databricks: Delta Time Travel

Databricks is an amazing platform for data engineering, data science and machine learning. One of the critical requirements of secure...

Cross-organization data sharing with Azure SAS

SAS access to storage account is very convenient and easy and while Microsoft recommends that you use Azure AD credentials when possible...

Use Azure AD Groups membership in Sentinel rules

Microsoft Sentinel custom analytics rules are amazingly simple yet powerful way to create security incidents based or events specific to...

Experience with OAuth 2.0 On-Behalf-Of flow

As per Microsoft documentation Microsoft identity platform and OAuth 2.0 On-Behalf-Of flow: "The OAuth 2.0 On-Behalf-Of flow (OBO) serves...

Power BI usage metrics in Azure Log Analytics

Power BI integration with Azure usage metrics is an existing new capability that allows track Power BI report usage from a central source...

VNet Integration Tips

Azure App Service regional virtual network integration is a great feature and has been in a preview for a long time providing App Service...

Application Gateway - Monitor and upgrade

Below some items found useful for Application Gateway monitoring and upgrade to version 2. Enable Logs First have to enable application...

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