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Vectoring in on Pinecone
Practical AI: Machine Learning, Data Science, LLM
Optimized Indexing in Different Database Types
Relational databases are optimized to index specific columns for easy traversal, while graph databases focus on nodes and edges for efficient graph traversals. Vector databases deal with high-dimensional sets of numbers (vectors) and are specialized in finding similarities between vectors in a high-dimensional space. They use specific algorithms to index and query data quickly, retrieve similar vectors, and update the vector space efficiently.
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