Vector-Powered Search: Building Intelligent Systems That Actually Understand Users
Traditional keyword search often fails when users look for "dripping tap" but miss results for "leaky faucet." Join me as we code an intelligent search using OpenAI embeddings and Pinecone that truly understands user intent.
Through real examples and hands-on coding, we'll cover the entire process: embedding text into vectors, indexing for quick retrieval, adding data to Pinecone, and querying with cosine similarity to find the closest matches on the vector plane. Watch as we create a search that links "budget car" to "affordable vehicle" and "Python error" to "programming bug fixes." Understanding user intent should not be this difficult in 2025.
Building and Deploying a Scalable Design System in Flutter
In this insightful talk, we’ll explore the process of creating a scalable design system for your team using Flutter. You’ll learn the theoretical foundations of how design systems work and the practical steps of how to implement them effectively. We’ll dive into extending Flutter’s theming capabilities, creating reusable components, and packaging the design system as a plugin Using Theming based off inherited Widget and Theme extension as the second option. Additionally, we’ll cover the deployment of your design system to a private repository, ensuring seamless integration across various projects within your organization. Join us to gain the knowledge and skills needed to build consistent, efficient, and maintainable design systems in Flutter.
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