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Podcast: Software Engineering Daily
Episode: Pinecone: Vector Database with Edo Liberty
Description: Vectors are the foundational mathematical building blocks of Machine Learning. Machine Learning models must transform input data into vectors to perform their operations, creating what is known as a vector embedding. Since data is not stored in vector form, an ML application must perform significant work to transform data in different formats into a form that ML models can understand. This can be computationally intensive and hard to scale, especially for the high-dimensional vectors used in complex models.Pinecone is a managed database built specifically for working with vector data. Pinecone is serverless and API-driven, which means...