Not Diamond: Cut AI Costs with Smart LLM Routing
🚀 Learn how to set up efficient model routing in your AI applications using NotDiamond! In this tutorial, we explore how to use both strong and weak Large Language Models (LLMs) to optimize costs and performance. Easily Cut AI Costs with Smart LLM Routing. By routing simple queries to weaker models and complex queries to stronger models like GPT-4, you can enhance your application's efficiency.
🔧 Here's what you'll learn:
Introduction to Model Routing: What it is and how it works.
Setting Up NotDiamond: Step-by-step guide to get started with model routing.
Implementing LLM Routing in a RAG Application: A practical demonstration.
Creating a User Interface for Model Routing: Using Chainlit for seamless integration.
Advanced Features: A sneak peek into training your own router, prompt optimization, and more!
Whether you're looking to reduce costs, improve latency, or just better manage your AI resources, this video has got you covered. Don't miss out on these essential insights for AI developers!
🔗 Links:
Patreon: / mervinpraison
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Discord: / discord
Twitter / X : / mervinpraison
GPU for 50% of it's cost: https://bit.ly/mervin-praison Coupon: MervinPraison (A6000, A5000)
Code: https://mer.vin/2024/08/notdiamond-code/
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Timestamps:
0:00 - Introduction to Model Routing
0:24 - Setting Up Basic Model Routing with NotDiamond
2:28 - Implementing Model Routing in RAG Applications
3:51 - Creating a User Interface with Chainlit
4:40 - Advanced Features
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Watch video Not Diamond: Cut AI Costs with Smart LLM Routing online without registration, duration hours minute second in high quality. This video was added by user Mervin Praison 19 August 2024, don't forget to share it with your friends and acquaintances, it has been viewed on our site 2,840 once and liked it 110 people.