https://www.m365.fm/entity/keyword-search/Traditional lexical search that matches the exact words of a query against documents, often ranked with the BM25 algorithm; precise for exact terms but blind to meaning.enhttps://www.m365.fm/show/episodes/azure-ai-search-simply-explained/https://www.m365.fm/show/episodes/azure-ai-search-simply-explained/Fri, 17 Jul 2026 00:00:00 -0000episodeAzure AI Search is Microsoft's intelligent search and information retrieval service for building modern search experiences and AI-powered applications. It combines traditional keyword search with vector search, semantic ranking, and AI enrichment, making it a…https://www.m365.fm/show/episodes/vector-databases-simply-explained/https://www.m365.fm/show/episodes/vector-databases-simply-explained/Thu, 16 Jul 2026 00:00:00 -0000episodeVector databases are one of the key technologies powering modern AI applications, yet most people never interact with them directly. Unlike traditional databases that search for exact words or values, vector databases search by meaning, enabling AI to…https://www.m365.fm/show/episodes/i-engineered-copilot-for-35-million-pages-the-epstein-files-challenge/https://www.m365.fm/show/episodes/i-engineered-copilot-for-35-million-pages-the-epstein-files-challenge/Sun, 07 Jun 2026 00:00:00 -0000episodeIn this episode, Mirko Peters explores one of the most ambitious experiments in enterprise AI: engineering Microsoft Copilot to analyze and reason across more than 35 million pages of highly complex and interconnected information, inspired by the scale and…https://www.m365.fm/show/episodes/microsoft-cowork-iq-implementation-architecting-scalable-knowledge-graphs-for-modern-hybrid-workfor/https://www.m365.fm/show/episodes/microsoft-cowork-iq-implementation-architecting-scalable-knowledge-graphs-for-modern-hybrid-workfor/Fri, 29 May 2026 00:00:00 -0000episodeIn this episode of the Microsoft 365-focused podcast from m365.fm, the discussion explores how organizations can implement intelligent knowledge graph architectures to support modern hybrid work environments. The episode examines how Microsoft technologies…https://www.m365.fm/show/episodes/vector-search-is-not-a-strategy-the-new-standard-for-copilot-accuracy/https://www.m365.fm/show/episodes/vector-search-is-not-a-strategy-the-new-standard-for-copilot-accuracy/Fri, 01 May 2026 00:00:00 -0000episodeThis episode explains that vector search on its own is not a complete or reliable strategy for building accurate AI systems like Copilot. While many organizations rely on embeddings and vector databases to retrieve information, this approach often leads to…https://www.m365.fm/community/u/mirko-p/blog/how-to-get-started-now-with-microsoft-teams/https://www.m365.fm/community/u/mirko-p/blog/how-to-get-started-now-with-microsoft-teams/Tue, 21 Apr 2026 16:43:27 -0000articleGetting into Microsoft Teams for the first time is actually pretty simple. If you’re a Microsoft 365 user, just sign in with your work email at teams.microsof…