Vlad Larichev | Industrial AI and Generative AI
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πŸ’» Beyond the Hype: A Deep Dive into Model Context Protocol (MCP) and AI Connectivity β€” Bridging AI Models and Enterprise Systems

πŸ’» Beyond the Hype: A Deep Dive into Model Context Protocol (MCP) and AI Connectivity β€” 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 β€” a universal, standardized way to connect and interact. It’s impressive how quickly integration is taking off in the community, with over 2,000...
πŸ”— AI and Generative AI in Centralized vs. Federative PLM Solutions: Opportunities and Challenges

πŸ”— 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...
πŸ”— GraphRAG is open source now – Improve the quality of your GenAI solutions with knowledge graphs and RAG

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

by Vlad Larichev | Jul 3, 2024 | AI

πŸ”— 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

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?

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

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...
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