Vector Database

Intermediate

A datastore optimized for similarity search over embeddings, enabling semantic retrieval at scale.

Full Definition

A datastore optimized for similarity search over embeddings, enabling semantic retrieval at scale.

Keywords

embeddings index

Domains

Large Language Models

Related Terms

Embedding used in

A continuous vector encoding of an item (word, image, user) such that semantic similarity corresponds to geometric cl...

 Fine-Tuning related to

Updating a pretrained model’s weights on task-specific data to improve performance or adapt style/behavior.

 Language Model related to

A model that assigns probabilities to sequences of tokens; often trained by next-token prediction.

 Large Language Model related to

A high-capacity language model trained on massive corpora, exhibiting broad generalization and emergent behaviors.

Concept Map

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