| Solutions Architect @ AWS 💡🦄 ⟩ ⊗ | Invited Professor @ ISEG/ULisboa 🧑🏫 ⟩ ⊗ | AI/ML Specialist 🤖 ⟩ ⊗ | BCI Researcher 🧠🔌💻 ⟩ ⊗ | Quantum Hacker ⚛️👨💻 ⟩
𝗙𝗿𝘂𝗴𝗮𝗹𝗶𝘁𝘆 𝗶𝘀 𝗻𝗼𝘁 𝗮𝗯𝗼𝘂𝘁 𝗯𝗲𝗶𝗻𝗴 "𝗰𝗵𝗲𝗮𝗽", 𝗯𝘂𝘁 𝗮𝗯𝗼𝘂𝘁 𝗱𝗼𝗶𝗻𝗴 𝗺𝗼𝗿𝗲 𝘄𝗶𝘁𝗵 𝗹𝗲𝘀𝘀. 💚 There's an edge of ingenuity and creativity to it that is often ignored. In the land of #GenAI, nothing represents the values of frugality better than the 𝘥𝘰-𝘮𝘰𝘳𝘦-𝘸𝘪𝘵𝘩-𝘸𝘦𝘢𝘬𝘦𝘳-𝘮𝘰𝘥𝘦𝘭𝘴 approach characteristic of #LLMCascades. In my new blog post, I'm putting LLM cascades on the spot and breaking them apart just for fun. Inside you'll learn how they work, when to use them and how to implement a #FrugalGPT-style LLM cascade on top of Amazon Bedrock ⛰️ using LangChain 🦜🔗 and LangGraph 🦜🕸️ to tackle one of the biggest challenges in the LLM world: 𝔥𝙖𝙡𝖑𝓊𝐜𝙞𝗻𝖆𝙩𝒾𝘰𝙣𝘴 🍄 https://lnkd.in/dw9WZ-rS // Don't forget to give it a thumbs if you're a big fan of frugality 👍 Kudos to Vectara for their HHEM model and making it available on Hugging Face 🙏 #QotD "I think frugality drives innovation, just like other constraints do.One of the only ways to get out of a tight box is to invent your way out." ―Jeff Bezos
