This was the first article I published while working at Pinecone:
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Vector Fundamentals✓ 01Introduction to embeddings (vectors) and how they work✓ 02Introduction to dimensionality in machine learning
▸ 03Retrieval Augmented Generation (RAG)
04How are embeddings models trained for RAG?05Tutorial: Build a RAG pipeline with LangChain, OpenAI and Pinecone06Vector Databases in Production for Busy Engineers: RAG Evaluation
About the author
Zachary Proser
Applied AI at WorkOS. Formerly Pinecone, Cloudflare, Gruntwork. Full-stack — databases, backends, middleware, frontends — with a long streak of infrastructure-as-code and cloud systems.
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