Pinecone Staff Developer Advocate, Jenna Pederson, talks hybrid search on Adventures in DevOps скачать в хорошем качестве

Pinecone Staff Developer Advocate, Jenna Pederson, talks hybrid search on Adventures in DevOps

🎙️ Pinecone Staff Developer Advocate, Jenna Pederson, joined the Adventures in DevOps podcast to break down how developers are building smarter AI applications with vector databases. One key insight from the conversation: LLMs have limitations, especially with domain-specific language. The most accurate retrieval systems combine: 🔎 Semantic (dense) search — for understanding meaning and intent 🔑 Lexical (sparse) search — for precise keyword matching This hybrid approach ensures your AI can find the right information whether users search by concept or by exact terminology. 📢 If you're building with RAG, embeddings, or LLMs, this conversation is worth your time. Podcast: https://adventuresindevops.com/episod...