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Core Components

What you need to know about vector search and vector databases.

Pinecone Picks

What is a Vector Database & How Does it Work? Use Cases + Examples

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28 min read

LLMs Are Not All You Need

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14 min read

Retrieval Augmented Generation (RAG)

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14 min read

Chunking Strategies for LLM Applications

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14 min read

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A Developer’s Guide to Approximate Nearest Neighbor (ANN) Algorithms

10 min read

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Manage Serverless Costs with Read Units

3 min read

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OpenAI's Text Embeddings v3

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Exploring the Pinecone AWS Reference Architecture

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An (Opinionated) Checklist to Choose a Vector Database

9 min read

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What are Vector Embeddings

7 min read

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Vector Embeddings for Developers: The Basics

8 min read

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What is Similarity Search?

7 min read

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Vector Similarity Explained

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Testing p2 Pods, Vertical Scaling, and Collections

6 min read

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What is Vector Search? 2024 Guide for Developers

7 min read