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Core Components

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

Learning Center

Pinecone Picks

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

Core ComponentsPopular

28 min read

LLMs Are Not All You Need

Core Components

14 min read

Retrieval Augmented Generation (RAG)

Core Components

14 min read

Chunking Strategies for LLM Applications

Core Components

14 min read

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Mar 5, 2025
Don’t be dense: Launching sparse indexes in Pinecone
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A Developer’s Guide to Approximate Nearest Neighbor (ANN) Algorithms
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Manage Serverless Costs with Read Units
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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
Xian Huang
Xian Huang
Jun 30, 2023
What are Vector Embeddings
Rajat Tripathi
Rajat Tripathi
Jun 30, 2023
Vector Embeddings for Developers: The Basics
Roie Schwaber-Cohen
Roie Schwaber-Cohen
Jun 30, 2023
What is Similarity Search?
Rajat Tripathi
Rajat Tripathi
Jun 30, 2023
Vector Similarity Explained
Roie Schwaber-Cohen
Roie Schwaber-Cohen
Jun 30, 2023
Testing p2 Pods, Vertical Scaling, and Collections
James Briggs
James Briggs
Jun 22, 2023
What is Vector Search? 2024 Guide for Developers
Greg Kogan
Greg Kogan