“The power of the humble embedding”
Ryan speaks with Edo Liberty, Founder and CEO of Pinecone, about building vector databases, the power of embeddings, the evolution of RAG, and fine-tuning AI models.
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semantic search
Semantic search without the napalm grandma exploit (Ep. 600)
Ben and senior software engineer Kyle Mitofsky are joined by two people who worked on the launch of Overflow AI: director of data science and data platform Michael Foree and senior software developer Alex Warren. They talk about how and why Stack Overflow launched semantic search, how to ensure a knowledge base is trustworthy, and why user prompts can make LLMs vulnerable to exploits.
Want better answers from your data? Ask better questions (Ep. 599)
Tim Tutt, CEO and cofounder of Night Shift Development, tells the home team about his work in deploying large-scale search and discovery analytics, why he’s working to help nontechnical users understand and utilize their business data, and how GenAI is teaching people to ask better questions.
Ask like a human: Implementing semantic search on Stack Overflow
Semantic search allows users to search using natural language instead of a rigid syntax of keyword manipulation.
