PinnedFrederick RosGetting to Know DSPy: My Learning LogEver tried turning an AI into your personal newsletter editor? Well, I took a crack at it, hoping to transform a pile of links into a neat…Mar 20Mar 20
Frederick RosUnderstanding LLM Limitations in DSPyWhile experimenting with DSPy to create a script that identifies the best emoji for a given word or set of words, I encountered an…Apr 231Apr 231
Frederick RosDSPy Essentials: Mastering Model Tuning with OptimizersPicking up where we left off in our DSPy series, we’ve covered how to articulate our goals and instruct an LLM to achieve them. It’s time…Apr 4Apr 4
Frederick RosDSPy Essentials: Leveraging Assertions for Optimized Data HandlingBefore we sprint towards Optimizers, let's take a brief detour through the data landscape—our indispensable fuel for optimizing and…Mar 31Mar 31
Frederick RosDSPy Essentials: Mastering Modules for Smarter ProgrammingAlright, diving into the heart of DSPy after setting the stage with our discussion on Signatures (don’t forget to catch up on that if…Mar 27Mar 27
Frederick RosRethinking AI Development: Beyond CrewAI and AutoGenIn the buzzing world of AI, it’s tempting to crown frameworks like CrewAI or AutoGen as the beacons of progress in AI-based application…Mar 19Mar 19
Frederick RosBeyond the Hype: The Journey of Generative AI into Everyday Use.I still vividly remember the day my father brought home a ZX81, beginning my fascination with computing. At the tender age of 10, the…Feb 28Feb 28
Frederick RosSupercharge Your Chatbot — Unleashing the Power of OpenAI and Internet Tools for Next-Level…Have you experimented with ChatGPT and found it intriguing? Perhaps you’re wondering how to extend its capabilities, such as accessing…Apr 22, 2023Apr 22, 2023