💻 Beyond the Hype: A Deep Dive into Model Context Protocol (MCP) and AI Connectivity — Bridging AI Models and Enterprise Systems

by Vlad Larichev | Mar 19, 2025 | AI

Model Context Protocol (MCP) is on its way to becoming for AI agents what REST was for web services — a universal, standardized way to connect and interact. It’s impressive how quickly integration is taking off in the community, with over 2,000...

🔗 AI and Generative AI in Centralized vs. Federative PLM Solutions: Opportunities and Challenges

by Vlad Larichev | Nov 25, 2024 | AI, Engineering

The debate between centralized and federative Product Lifecycle Management (PLM) solutions is increasingly relevant in modern manufacturing and product development. While centralized PLM systems consolidate all product-related data and processes into a single...

🔗 GraphRAG is open source now – Improve the quality of your GenAI solutions with knowledge graphs and RAG

by Vlad Larichev | Jul 3, 2024 | AI

🔗 GraphRAG is open source now – Improve the quality of your GenAI solutions with knowledge graphs and RAG The landscape of Generative AI (GenAI) has just received a significant boost with the announcement that GraphRAG is now open source. This development is...

5 Reasons to Fine-Tune Models in Industrial Applications & how to do it

by Vlad Larichev | Apr 5, 2024 | AI, Industrial Generative AI, Software Development

The latest advancements in fine-tuning and custom models programs by OpenAI (OpenAI brings fine-tuning to GPT-3.5 Turbo | TechCrunch) mark a significant milestone in artificial intelligence development. With these improvements, it’s now simpler than ever to...

Industrial Generative AI: Introducing the I-GenAI Framework. What is it, and Why we need it?

by Vlad Larichev | Jan 24, 2024 | AI, Industrial Generative AI

Introduction to Industrial Generative AI The concept of Industrial Generative AI (I-GenAI) is emerging as a transformative force in the realms of engineering, manufacturing, robotics, and other industrial sectors. This innovative approach is not just about leveraging...

Organize you Data: Auto-Generated Knowledge Graphs with Neo4j and Generative AI

by Vlad Larichev | Nov 1, 2023 | AI, Software Development

Introduction In the world where data is king, the ability to harness unstructured data is a game-changer. Neo4j, a leading graph database, coupled with Google Cloud’s Generative AI, is pioneering this transformation. Neo4j and Generative AI: Bridging the...