Why DSPy Beats Prompt Engineering?!

Is Prompt Engineering really the best way to build robust applications? Well, DSPy is here to challenge that. Let's look at a completely different way of building LLM powered applications. --- From the Creator: 1] Discord:   / discord   Join us to discuss ideas, projects and get started with your journey to AI Mastery. --- Here's the Agenda: 1️⃣ Perils of prompt engineering: We'll expose why manual prompt engineering is a negative return on investment and the #1 reason your AI projects feel so brittle. 2️⃣ Discover the paradigm shift: treating prompt generation as a machine learning problem and why you should be programming the system, not hand-crafting the instructions. 3️⃣ DSPy Tutorial: Explore an end-to-end tutorial of building a DSPy module, optimizing it and seeing the accuracy gains in real-time. --- References: 1] My code: https://github.com/YourTechBud/ytb-pr... 2] DSPy Docs: https://dspy.ai/learn/programming/ove... --- Chapters: 00:00 - Introduction 00:34 - Perils of Prompt Engineering 05:43 - Prompting is not Engineering 07:20 - The Loop of Pain 09:16 - The DSPy Way! 14:23 - DSPy in Action! 19:22 - Rewriting in DSPy 23:23 - Optimizing with DSPy 29:33 - What makes DSPy so Awesome? 32:52 - Addressing concerns with DSPy #DSPy #LLMs #PromptEngineering