PyData Global 2024

Art Anderson

Art Anderson, Director of Developer Advocacy
LinkedIn http://www.linkedin.com/in/artdanderson

Art is a passionate tech enthusiast, builder, and lifelong learner with a knack for simplifying complex concepts through real-world applications. With a diverse background spanning tax and accounting software, convolutional neural networks in machine vision, and NoSQL databases, Art excels in teaching and demonstrating how systems connect. Whether tinkering with tech or creating innovative solutions, Art’s unique perspective bridges the gap between understanding and application.

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Sessions

12-04
17:30
30min
Unlocking the Power of Hybrid Search: A Deep Dive into Python-Powered Precision and Scalability
Art Anderson

Learn how we built a lightning-fast search engine using Python, balancing speed, relevance, and scalability. In this session, we’ll explore our hybrid approach, blending vector search with traditional keyword indexing to deliver high quality, accurate results. Discover how we harness a high-performance NoSQL database for efficient data management and fine-tune our results with a re-ranking algorithm for top-notch accuracy.
We’ll dive into the hurdles we overcame, like ensuring data consistency in a NoSQL setup, balancing search precision and performance, and designing a scalable architecture. By the end, you’ll understand how this Python-powered engine works, its real-world applications, and the innovative solutions that set it apart.

Data/ Data Science Track
Data/ Data Science Track