Vector DB at scale: Pinecone vs Qdrant vs pgvector

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Task

📝 **Question:** Your team runs Postgres and is at 3M vectors growing 20% per month. Which DB minimizes operational risk?

📋 Pick the right answer.

💡 **Hint:** Re-read the theory above if unsure.

Keep going

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Hybrid search tuning (BM25 + dense + rerank)

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Anatomy of a message

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System prompts that control behavior

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Prerequisites — what you should know before this track

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Why pandas?

🎯 Quiz

Question

📝 **Question:** Your team runs Postgres and is at 3M vectors growing 20% per month. Which DB minimizes operational risk?

📋 Pick the right answer.

💡 **Hint:** Re-read the theory above if unsure.

Keep going

💬 Discussion