The pitfall of Feature focused development
Barry Brandenburg Product development is a layered approach. When developing software or any other service, you use a layered approach to determine which features to implement next. The layered approach: Feature focussed…
Should you use LLMs, Machine Learning or Business Logic?
Some business people have recently passed the peak of their inflated expectations regarding generative AI. Having had their first experience implementing AI-based services and failing, they have come out of…
Asking Microsoft Copilot how to implement……..Microsoft Copilot
Talking with another AI enthusiast (Ludy Bronsema), we wondered how Microsoft’s Copilot works from an infrastructure perspective and how it helps customers implement AI in different use cases. I mentioned…
Behind every great LLM, there is a great Vectorstore.
Recently, we have been, rightly so, bombarded 📢📢📢with news about LLMs and how they continue to improve their capabilities to predict the next word in a text or a pixel…
Leveraging Multiple RAG Models as AI Agents
Retrieval-Augmented-Generation (RAG) models should be in all organisations’ AI toolboxes. With RAG, you make your organisation’s data accessible via a Large Language Model (LLM), like ChatGPT, enabling users to converse…
Setting priorities as a SaaS product manager
As a SaaS product manager, your challenge is picking the right things to develop at the right time. Development resources are scarce, time is limited, and stakes are high, so…
Your RAG is more human than you think.
If there is anything organisations should look at while implementing AI, it is RAG. RAG stands for Retrieval Augmented Generation. In human language: Have AI generate answers to questions based…
Preprocessing data for your RAG model
RAG models enable organisations to turn a generic LLM into a specialist AI assistant, unlocking the value of Enterprise data to employees and customers. With a RAG-enabled AI system, organisations…
Again, a new technique from Google changes the LLM game: Mixture-of-Depths
A while back, Google introduced the Mixture-of-Experts technique to increase a model’s quality. Now, Google has introduced a new technique: Mixture-of-Depths. This latest technique combines the quality improvements of MoE…
RAG, CRAG, FLARE and MoE are essential tools for Enterprise AI solutions.
Read this article to find out how they can help to make AI Enterprise proof. With the media’s fixation on Large Language Models (LLMs), and applications like ChatGPT, you would…