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Vectoring in on Pinecone
Practical AI: Machine Learning, Data Science, LLM
Optimized Indexing in Different Database Types
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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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