These examples demonstrate how you might build vector search into your applications with Pinecone. You can view their source code to jumpstart your own application.
Our Learn section explains the basics of vector search and vector databases.
Semantic text search
How to create a simple semantic text search using Pinecone's similarity search service.
Basic hybrid search
How to pair semantic search with a basic keyword filter.
How to build a question-answering application with similarity search and Pinecone.
Video transcription search
How to create an app that searches video transcription data.
GIF description search
How to create a GIF search app.
Image, Audio, and Video Search
Time series similarity search
How to perform time-series "pattern" matching using a similarity search service.
IT threat detection
How to use Pinecone similarity search to build an application for detecting rare events.
How to create a simple application for identifying duplicate documents.
Extreme classification with similarity search
How to label new texts automatically when there is an enormous number of potential labels.