A technical guide on implementing end-to-end user authorization for MCP servers using Entra ID, OAuth 2.0, and on-behalf-of flows.
Guide on integrating Microsoft 365 Copilot agents with Azure AI Search for enhanced knowledge retrieval using RAG, offering more control than basic options.
Troubleshooting guide for resolving 'Unauthorized' and 'DeploymentNotFound' errors in an Azure AI Search indexer connecting to Blob Storage and OpenAI.
Explores using Bing Search API to ground LLM responses for website assistants, comparing custom implementation with Azure AI Agent Service.
A technical guide on implementing semantic search in a Power App using Azure AI Search and vector embeddings to query an API.
Explores Microsoft's Graph RAG, an advanced RAG technique using knowledge graphs to answer global questions about datasets, with a hands-on setup guide.
Explains how to use Azure OpenAI with your own data via Semantic Kernel, focusing on RAG and Azure AI Search integration.
A guide on integrating Microsoft Prompt Flow into a Python Streamlit app to build an AI-powered image search using Azure AI Search and OpenAI.
A tutorial on building and deploying an LLM-based AI application using Prompt Flow in Visual Studio Code, from setup to containerization.
A technical guide on building an Azure AI Search index using a custom skill and the Python SDK, focusing on image search with vectorization.
Building an image search system using GPT-4 Vision and Azure AI to find images via text queries or similar pictures.
Explains how to use Azure AI Search's integrated vectorization for automatic query and field vectorization, with portal and indexer examples.
A tutorial on building a custom GPT with FastAPI and Azure AI Search to answer questions about blog content using custom actions.
