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Vector Database

Category: PrimitivesLevel: Intermediate
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Primitives

Vector Database

Vector databases store embeddings efficiently, allowing for rapid similarity search. They are the memory bank for RAG (Retrieval-Augmented Generation) applications.

Why it exists

  • LLMs don't know your private data
  • LLMs hallucinate confidently
  • Vector bridges AI + real knowledge

Used in

AI SearchEnterprise ChatKnowledge AssistantsMedical AI

What is Vector?

Vector databases are like super-smart filing cabinets that find similar things really fast, even if you don't know the exact words to search for!

👶 For Beginners

Vector databases are like super-smart filing cabinets that find similar things really fast, even if you don't know the exact words to search for!

👨‍💻 For Developers

Vector databases store embeddings efficiently, allowing for rapid similarity search. They are the memory bank for RAG (Retrieval-Augmented Generation) applications.

🚀 For Founders

Vector databases power semantic search, recommendations, and RAG systems. They're the infrastructure that makes AI understand meaning, not just keywords.

How it works

UserLLMRetrieveVector DBContextAnswer

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