FAISS
CPU-first vector similarity search library
Episodes
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#4972: CPU vs GPU Inference: When to Skip the GPUWhy running AI on CPU isn't a toy — and when the GPU advantage vanishes. -
#2368: The Multi-Stage Pipeline Behind Netflix's RecommendationsUnpacking the multi-stage AI pipeline behind Netflix, Spotify, and Amazon’s "you might also like" suggestions—from candidate generation to real-tim... -
#2337: When Diarization Fails SilentlyDiscover how PyAnnote and other tools tackle the critical task of identifying "who spoke when" in audio—and why it’s harder than it sounds. -
#2179: Building Cost-Resilient AI AgentsFailed API calls in agent loops aren't just technical problems—they're direct budget drains. Here's how checkpointing, retry strategies, and cachin... -
#1794: RAG Is Cheaper Than You Think (Until It’s Not)From a $1 embedding bill to a $10k/month vector database bill, here’s the real math behind RAG in 2026.