Blog

I publish long-form posts on Medium. Latest entries below.

Build a Semantic Search System Using Azure OpenAI, FAISS & Streamlit

Smart Search with GenAI is a semantic search application that combines vector similarity search (FAISS) with Azure OpenAI’s powerful LLMs to answer user queries over structured datasets. Users can input natural language questions and receive context-aware, summarized responses based on pre-indexed data.

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Microsoft Power Automate vs 🤖 Microsoft Copilot Studio: Which One Fits Your Business Needs?

In the rapidly evolving landscape of AI-powered automation, Microsoft offers two powerful yet distinct tools — Power Automate and Copilot Studio. While both aim to streamline workflows, they serve fundamentally different purposes. Power Automate excels at task automation, connecting apps and services to execute repetitive workflows, whereas Copilot Studio specializes in conversational AI, building intelligent agents that interact with users naturally.

power automatecopilot studiochatbotsllmagentmi̇crosoftautomation
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