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Episode 23LLM & AIFREE
Vector Database Internals
4:17 · Alex & Sam
PineconeWeaviateChroma#vector-db#hnsw#ann#quantization#pinecone
Show Notes
Vector databases are the storage layer of the AI era. Sam and Alex go deep on HNSW approximate nearest neighbor search, quantization, and why Pinecone chose a serverless architecture.
Key Takeaways
- Sam and Alex go deep on HNSW approximate nearest neighbor search, quantization, and why Pinecone chose a serverless architecture.
- Core concepts covered: Vector Db, Hnsw, Ann, and 2 more.
- Key trade-offs and design decisions you can apply to your own system design interviews.
Read the full article
Vector Database Internals — deep dive with diagrams, tradeoffs & interview questions
Architecture Diagram