Let’s take a deep dive into emerging architectures of Generative AI products at industry-leading companies like Instacart and Shopify. We discuss how these companies built custom Gen AI products with their own unique datasets, using technologies like vector search, retrieval augmented generation (RAG), LangChain, and more.
Learn from Alejandro Cantarero, field CTO of AI at DataStax. Alejandro built a generative AI product for support agents to rapidly answer inquiries at Shopify and designed real-time embedding pipelines to power recommendations and propensity to purchase models at Tribune Publishing and the LA Times.
Alejandro uncovers:
- Generative AI architecture for agents, enterprise text, video, and audio search.
- Using Vector search and LangChain to add context to LLMs.
- Different approaches to constructing Generative AI products through various case studies.