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description : Connect your Python application to a Redis database
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linkTitle : Connect
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title : Connect to the server
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- weight : 2
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+ weight : 20
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---
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## Basic connection
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description : Learn how to use the Redis query engine with JSON
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linkTitle : Index and query JSON
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title : Example - Index and query JSON documents
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+ weight : 30
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---
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This example shows how to create a
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description : Iterate through results from `SCAN`, `HSCAN`, etc.
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linkTitle : Scan iteration
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title : Scan iteration
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+ weight : 60
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---
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Redis has a small family of related commands that retrieve
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description : Learn how to use Redis pipelines and transactions
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linkTitle : Pipelines/transactions
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title : Pipelines and transactions
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+ weight : 45
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---
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Redis lets you send a sequence of commands to the server together in a batch.
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description : Learn how to index and query vector embeddings with Redis
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linkTitle : Index and query vectors
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title : Index and query vectors
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+ weight : 40
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---
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[ Redis Query Engine] ({{< relref "/develop/interact/search-and-query" >}})
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+ ---
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+ categories :
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+ - docs
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+ - develop
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+ - stack
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+ - oss
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+ - rs
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+ - rc
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+ - oss
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+ - kubernetes
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+ - clients
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+ description : Index and query embeddings with Redis vector sets
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+ linkTitle : Vector set embeddings
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+ title : Vector set embeddings
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+ weight : 40
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+ bannerText : Vector set is a new data type that is currently in preview and may be subject to change.
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+ bannerChildren : true
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+ ---
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+ Redis [ vector sets] ({{< relref "/develop/data-types/vector-sets" >}})
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