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cover of episode Sidekick is an AI Shopify expert

Sidekick is an AI Shopify expert

2024/12/11
logo of podcast Practical AI: Machine Learning, Data Science, LLM

Practical AI: Machine Learning, Data Science, LLM

AI Deep Dive AI Chapters Transcript
People
A
Avtar Swithin
K
Kurt Mackie
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Matt Colyer
M
Mike Tamir
Topics
Kurt Mackie: 我根据开发者的类型调整对Fly.io的解释方式,例如,对于我这一代开发者来说,Heroku曾经很棒,但我们已经超越了它。Heroku等平台在处理复杂的应用需求(例如全文搜索)时存在局限性。像Heroku这样的平台限制了开发者对应用部署位置和功能的控制。Fly.io是一个功能强大的平台,开发者可以充分利用其功能构建应用。 Matt Colyer: Shopify的目标是为各种规模的商家提供电商运营系统,帮助他们建立成功的在线业务。Shopify为众多品牌提供服务,从大型企业到小型商家。Shopify提供全面的电商解决方案,包括网站建设、营销工具和支付处理等。Shopify拥有庞大的开发者生态系统,为商家提供丰富的应用选择。Shopify致力于将先进技术应用于商家业务,帮助他们发展壮大。 Mike Tamir: Shopify在2022年开始加大对机器学习和AI技术的投入。Shopify致力于为商家提供增长工具,AI技术在其中扮演着重要角色。Shopify利用机器学习技术提升搜索功能,帮助新商家获得曝光。 Avtar Swithin: Timescale认为PostgreSQL是AI应用的理想数据库,因为它具有可扩展性和强大的性能。PostgreSQL的扩展性使其能够支持各种AI应用场景,例如向量搜索和时间序列分析。Timescale通过PG Vector Scale和PG AI扩展增强了PostgreSQL的性能和功能,使其更适合AI应用。

Deep Dive

Shownotes Transcript

Today, Chris explores Shopify Magic and other AI offerings with Mike Tamir, Distinguished ML Engineer and Head of Machine Learning, and Matt Colyer, Director of Product Management for Sidekick. They talk about how Shopify uses generative AI and LLMs to enhance their products, and they take a deeper dive into Sidekick, a first-of-its-kind, AI-enabled commerce assistant that understands a merchant’s business (products, orders, customers) and has been trained to know all about Shopify.

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