Vector database

Appears in 3 tutorials

A database that stores embeddings and quickly finds the most similar ones (e.g., Pinecone, Chroma, Weaviate, FAISS, Qdrant).

As used in AI Agents →

A database that stores embeddings and quickly finds the most similar ones (e.g., Pinecone, Chroma, Weaviate, FAISS, Qdrant).

As used in Retrieval-Augmented Generation (RAG) →

A database that stores embeddings and finds nearest neighbors fast (e.g. Pinecone, Weaviate, Qdrant, Milvus, pgvector, FAISS).

As used in AI Production Engineering →

A database that stores text as embeddings (lists of numbers capturing meaning) so you can search by meaning, not just keywords. (Mod 1)