AI Masters

GPT-4o-mini is here. Short overview of why and how it can change your AI project budgeting.

𝗧𝗵𝗶𝘀 𝗶𝘀 𝗮 𝗛𝗨𝗚𝗘 𝗱𝗲𝗮𝗹 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲 𝗔𝗜 𝗲𝗰𝗼𝘀𝘆𝘀𝘁𝗲𝗺: 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗵𝗮𝘀 𝗷𝘂𝘀𝘁 𝗼𝗽𝗲𝗻-𝘀𝗼𝘂𝗿𝗰𝗲𝗱 𝗚𝗿𝗮𝗽𝗵𝗥𝗔𝗚. 𝗔𝗹𝗹 𝘆𝗼𝘂 𝗻𝗲𝗲𝗱 𝘁𝗼 𝗸𝗻𝗼𝘄: ⬇️ → Retrieval Augmented Generation (RAG) combines language models and information retrieval to generate relevant, up-to-date responses and is (currently) by far one of the most common patterns being used in GenAI today. → BUT, most RAG implementations today use vector similarity as the search technique, which can make it difficult to integrate information across multiple sources or understand complex concepts in large documents. → This often becomes a problem for companies with very comprehensive data sets, which have complex concepts and important relationships (e.g. medical diagnosis, legal research). → Here GraphRAG can help to generate knowledge graphs from a private dataset (e.g. a company’s internal documents or application data). This helps to create a structure to better represent facts, entities, and themes in the data. → The goal is to achieve hierarchical clustering to detect semantic communities and generate holistic summaries in the form of a knowledge graph. This enables it to reason more effectively than traditional RAG approaches, particularly for complex queries that require integrating information from multiple sources, all while significantly reducing token costs. → First results from Microsoft Research are impressive: "The results show that GraphRAG, when using community summaries at any level of the community hierarchy, outperforms naive RAG on comprehensiveness and diversity (~70–80% win rate)." → This approach can outperform baseline RAG by providing more accurate and comprehensive results (see also the screenshot attached for an example). Sounds criminally underrated (but I don't have any real experience yet). I think Microsoft's commitment to the open-source AI ecosystem is a great move. Alongside efforts from Meta and IBM, it solidifies the industry's belief in an open future for AI! Will we see more open-source initiatives in the GenAI space soon? Resources: Code 🔗: https://lnkd.in/gJu8ewh7 Documentation 📖: https://lnkd.in/gnt7wXv9 Release notes 📝: https://lnkd.in/gHvYg9jp #opensource #genai #llm #graphrag

How to sell anything in 2024 :)))

Our customized GPT on the EU AI Act has been updated with the latest version of the document. You can ask questions and get answers based on the latest document here: https://lnkd.in/dkgiT7KK Also, you can watch the AI Masters Voice Podcast on the EU AI Act here: https://lnkd.in/d6eqmjzv

Seven months after the political agreement, the #AI Act has finally become law today. Welcome, Regulation 2024/1689! It will become a household name soon enough. Now the clock starts ticking for all the legal deadlines.

Claude Sonnet 3.5 artifacts is now available to use with GPT-4o, Gemini and Llama-3. ChatLLM playground provides access to GPT-4o, Claude, Llama-3, and Gemini in just $10 a month. Plus, build custom AI agents with RAG to chat with your internal data with zero Python Code.

AI case study :) Happy Friday!

Interesting comparison of models, and reveal of Claude 3.5 hype on dethroning GPT-4o. In reality, it was just trained one way better.

What a speed!

Ready to see how AI can make a real difference in your business? AI is not just about futuristic ideas—it’s about practical, everyday improvements that can save time, reduce errors, and boost efficiency. With so much overhyped information about AI and Intelligent Automation, it's hard to stay focused on what matters in your business and my goal is to help you to simplify this process. Our webinar will give you practical tips and insights to start adapting AI today. We’ll show you how to implement AI solutions that fit your unique needs, ensuring a smooth and beneficial integration into your business processes. Hi, I’m Martin Jokub, Digital Business Architect and founder of AI Masters Agency. On Wednesday I will be holding an exclusive webinar where together with Victoria Abed from Pitch Avatar we will explore the incredible potential of Intelligent Automation in business operations. Understanding "The 5 levels of AI Automation for your business" is crucial for any business aiming to stay competitive and efficient in today’s fast-paced market. Why do you need to know about these 5 levels of AI automation? It’s simple: knowing where you stand and what you can achieve with AI can make all the difference in your strategic planning. Without this knowledge, you risk falling behind, being stressed on missing out on opportunities to streamline operations, reduce costs, and enhance your personal and your team's productivity. Understanding these levels helps you make informed decisions, ensuring that your AI integration is effective and scalable. Whether you’re just starting out or looking to advance your current systems, this webinar is designed to provide you with the foundational knowledge and tools you need to succeed in the age of Intelligent Automation. Don’t miss this opportunity to transform your business with AI. Register now for our exclusive webinar and join us online on June 26th at 16:00 Central European Time. Register here: https://lnkd.in/dhVrWYnU