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Practical AI: Machine Learning, Data Science, LLM
Sidekick is an AI Shopify expert
Dec 11, 2024
Mike Tamir, a distinguished ML engineer and Head of Machine Learning at Shopify, joins Matt Colyer, Director of Product Management for Sidekick, to discuss Shopify's AI capabilities. They dive into how generative AI enhances the e-commerce experience through tools like Sidekick, which acts as an AI assistant for merchants. The conversation also touches on the integration of large language models to improve customer service and operational efficiency, as well as the impact of AI on modern branding strategies.
51:39
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Quick takeaways
- Shopify is leveraging AI technologies like generative AI and LLMs to enhance their product offerings and streamline merchant operations.
- The Sidekick assistant acts as a virtual co-founder, providing merchants with instant advice and automated support for various business tasks.
Deep dives
Understanding Fly's Developer-Centric Approach
Fly presents a unique platform that caters to developers' need for flexibility and control over their applications. Unlike traditional platforms that often confine users with rigid structures, Fly advocates for a developer-first approach where users can effortlessly deploy applications in minutes, while also allowing for complex functionalities. This agile environment addresses pain points faced on platforms like Heroku or Vercel, particularly when implementing advanced features such as full-text search or large language models (LLMs). As developers look for platforms that grow with their needs, Fly’s emphasis on freedom of design and the ability to run applications closer to users is becoming increasingly appealing.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode