Question: What is a embeddings database? Why is this type of database effective? What is the relationship between a embedding database and LLM ? What is

What is a embeddings database?
Why is this type of database effective?
What is the relationship between a embedding database and LLM?
What is a vector database?
What are the use cases?
What is RAG (Retrieval-augmented generation )?

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