Getting Started

Author:

Prasan Kumar, Technical Solutions Developer at Redis

Author:

Will Johnston, Developer Growth Manager at Redis

Welcome to the getting started for the official Redis Developer Hub!

If you are new to Redis, we recommend starting with Redis University (RU101). RU101 is an introductory course, perfect for developers new to Redis. In this course, you’ll learn about the data structures in Redis, and you’ll see how to practically apply them in the real world.

If you have questions related to Redis, come join the Redis Discord server. Our Discord server is a place where you can learn, share, and collaborate about anything and everything Redis. Connect with users from the community and Redis University. Get your questions answered and learn cool new tips and tricks! Watch for notifications of the latest content from Redis and the community. And share your own content with the community.

Setup Redis

There are essentially two ways you can use Redis:

Cloud Redis: A hosted and serverless Redis database-as-a-service (DBaaS). The fastest way to deploy Redis Enterprise via Amazon AWS, Google Cloud Platform, or Microsoft Azure.
On-prem/local Redis: Self-managed Redis using your own server and any operating system (Mac OS, Windows, or Linux).

If you choose to use local Redis we strongly recommend using Docker. If you choose not to use Docker, use the following instructions based on your OS:

Docker
Linux
Windows
Mac OS

The docker run command below exposes redis-server on port 6379 and RedisInsight on port 8001. You can use RedisInsight by pointing your browser to http://localhost:8001.

# install
$ docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest

You can use redis-cli to connect to the server at localhost:6379. If you don’t have redis-cli installed locally, you can run it from the Docker container like below:

# connect
$ docker exec -it redis-stack redis-cli

Detailed Docker instructions can be viewed here

Using APT with Ubuntu/Debian

Works with Ubuntu 16.04, 18.04, or 20.04 and Debian 11

curl -fsSL https://packages.redis.io/gpg | sudo gpg --dearmor -o /usr/share/keyrings/redis-archive-keyring.gpg
echo "deb [signed-by=/usr/share/keyrings/redis-archive-keyring.gpg] https://packages.redis.io/deb $(lsb_release -cs) main" | sudo tee /etc/apt/sources.list.d/redis.list
sudo apt-get update
sudo apt-get install redis-stack-server

From the official RPM Feed

Works with RHEL7/CentOS7 or RHEL8/CentOS8

Create the file /etc/yum.repos.d/redis.repo with the following contents:

[Redis]
name=Redis
baseurl=http://packages.redis.io/rpm/rhel7
enabled=1
gpgcheck=1

curl -fsSL https://packages.redis.io/gpg > /tmp/redis.key
sudo rpm --import /tmp/redis.key
sudo yum install epel-release
sudo yum install redis-stack-server

With snap

Download the latest Redis Stack snap package.

To install, run:

$ sudo snap install --dangerous --classic <snapname.snap>

With AppImage

Download the latest Redis Stack AppImage package.

To enable the install, run:

$ chmod a+x <AppImagefile>

To install run:

$ ./<appimagefile>

Detailed Linux instructions can be viewed here

# install redis-stack
$ brew tap redis-stack/redis-stack
$ brew install --cask redis-stack

# start redis-stack
$ redis-stack-server

Detailed MacOS instructions can be viewed here

Basic Querying with Redis

CLI
JavaScript
Python
C#

Connect to Redis using CLI or RedisInsight (a GUI tool to visualize data & run commands)

RedisInsight

# syntax 1 : connect using host & port, followed by password
$ redis-cli -h host -p port
> AUTH password
OK

# example 1
$ redis-cli -h redis15.localnet.org -p 6390
> AUTH myUnguessablePassword
OK

# syntax 2 : connect using uri
$ redis-cli -u redis://user:password@host:port/dbnum

# example 2
$ redis-cli -u redis://LJenkins:p%40ssw0rd@redis-16379.hosted.com:16379/0

Basic CLI / RedisInsight workbench commands

# syntax : Check specific keys
> KEYS pattern

# example
> KEYS *

#------------
# syntax : Check number of keys in database
> DBSIZE

#------------
# syntax : set a key value
> SET key value EX expirySeconds

# example
> SET company redis EX 60

#------------
# syntax : get value by key
> GET key

# example
> GET company

#------------
# syntax : delete keys
> DEL key1 key2 key3 ... keyN

# example
> DEL company

#------------
# syntax : Check if key exists
> EXISTS key1

# example
> EXISTS company

#------------
# syntax : set expiry to key
> EXPIRE key seconds

# example
> EXPIRE lastname 60

#------------
# syntax : remove expiry from key
> PERSIST key

# example
> PERSIST lastname

#------------
# syntax : find (remaining) time to live of a key
> TTL key

# example
> TTL lastname

#------------
# syntax : increment a number
> INCR key

# example
> INCR counter

#------------
# syntax : decrement a number
> DECR key

# example
> DECR counter

Detailed CLI instructions can be viewed here and commands can be checked here

# install redis in the project
npm install redis --save

//create client & connect to redis

import { createClient } from 'redis';

const client = createClient({
  //redis[s]://[[username][:password]@][host][:port][/db-number]
  url: 'redis://alice:foobared@awesome.redis.server:6380',
});

client.on('error', (err) => console.log('Redis Client Error', err));

await client.connect();

// Check specific keys
const pattern = '*';
await client.keys(pattern);

//------------
// Check number of keys in database
await client.dbsize();

//------------
// set key value
await client.set('key', 'value');
await client.set('key', 'value', {
  EX: 10,
  NX: true,
});

//------------
// get value by key
const value = await client.get('key');

//------------
//syntax : delete keys
await client.del('key');
const keyArr = ['key1', 'key2', 'key3'];
await client.del(...keyArr);

//------------
// Check if key exists
await client.exists('key');

//------------
// set expiry to key
const expireInSeconds = 30;
await client.expire('key', expireInSeconds);

//------------
// remove expiry from key
await client.persist('key');

//------------
// find (remaining) time to live of a key
await client.ttl('key');

//------------
// increment a number
await client.incr('key');

//------------
// decrement a number
await client.decr('key');

//------------
// use the method below to execute commands directly
await client.sendCommand(['SET', 'key', 'value']);

//graceful disconnecting
await client.quit();

//forceful disconnecting
await client.disconnect();

Additional Resources

node-redis Github repo
Node.js Redis Crash Course
JavaScript/NodeJS apps on the Redis Launchpad

# install redis in the project
pip install redis

import redis

pool = redis.ConnectionPool(host='localhost', port=6379, db=0)
r = redis.Redis(connection_pool=pool)

# Check specific keys
r.keys('*')

#------------
# Check number of keys in database
r.dbsize()

#------------
# set key value
r.set('key', 'value')
r.set('key', 'value', ex=10, nx=True)

#------------
# get value by key
value = r.get('key')

#------------
# syntax : delete keys
r.delete('key')
r.delete('key1', 'key2', 'key3')

#------------
# Check if key exists
r.exists('key')

#------------
# set expiry to key
expireInSeconds = 30
r.expire('key', expireInSeconds)

#------------
# remove expiry from key
r.persist('key')

#------------
# find (remaining) time to live of a key
r.ttl('key')

#------------
# increment a number
r.incr('key')

#------------
# decrement a number
r.decr('key')

#------------
# use the method below to execute commands directly
r.execute_command('SET', 'key', 'value')

For more information, checkout the

Additional Resources

The .NET Community has built many client libraries to help handle requests to Redis Server. In this guide, we'll mostly be concerned with using the StackExchange.Redis client library. As the name implies the StackExchange client is developed by StackExchange for use on popular websites like StackOverflow.

# install redis in the project
dotnet add package StackExchange.Redis

// Impport the required namespace
using StackExchange.Redis;

// Initialize the connection
static readonly ConnectionMultiplexer _redis = ConnectionMultiplexer.Connect("localhost:6379");

var redis = _redis.GetDatabase();

// Check specific keys
var server = _redis.GetServer(_redis.GetEndPoints()[0]);
server.Keys(pattern: "*");

//------------
// Check number of keys in database
server.DatabaseSize();

//------------
// set key value
redis.StringSet("key", "value");
redis.StringSet("key", "value", expiry: TimeSpan.FromSeconds(10), when: When.NotExists);

//------------
// get value by key
var value = redis.StringGet("key");

//------------
// syntax : delete keys
redis.KeyDelete("key");
redis.KeyDelete(new RedisKey[] { "key1", "key2", "key3"});

//------------
// Check if key exists
redis.KeyExists("key");

//------------
// set expiry to key
redis.KeyExpire("key", DateTime.Now.AddSeconds(30));

//------------
// remove expiry from key
redis.KeyPersist("key");


//------------
// find (remaining) time to live of a key
redis.KeyTimeToLive("key");


//------------
// increment a number
redis.StringIncrement("key");


//------------
// decrement a number
redis.StringDecrement("key");


//------------
// use the method below to execute commands directly
redis.Execute("SET", "key", "value");

Additional Resources

Secondary Indexing and Searching with Redis

CLI
JavaScript
Python
C#

Redis Stack enables the JSON data type in Redis.

# syntax : set an object value to a key
> JSON.SET objKey $ value

# example
> JSON.SET person $ '{"name":"Leonard Cohen","dob":1478476800,"isActive": true, "hobbies":["music", "cricket"]}'

#------------
# syntax : get object value of a key
> JSON.GET objKey $

# example
> JSON.GET person $

#------------
# syntax : find object key length
> JSON.OBJLEN objKey $

# example
> JSON.OBJLEN person $

#------------
# syntax : find object keys
> JSON.OBJKEYS objKey $

# example
> JSON.OBJKEYS person $

#------------
# syntax : update nested property
> JSON.SET objKey $.prop value

# example
> JSON.SET person $.name '"Alex"'

#------------
# syntax : update nested array
> JSON.SET objKey $.arrayProp fullValue
> JSON.SET objKey $.arrayProp[index] value

# example
> JSON.SET person $.hobbies '["music", "cricket"]'
> JSON.SET person $.hobbies[1] '"dance"'

#------------
# syntax : remove nested array item by index
> JSON.ARRPOP objKey $.arrayProp index

# example
> JSON.ARRPOP person $.hobbies 1

More details can be found in the Redis Stack docs

Redis Stack enables a query and indexing engine for Redis, providing secondary indexing, full-text search and aggregations capabilities.

We have to create index on schema to be able to search on its data

# syntax
> FT.CREATE {index_name} ON JSON PREFIX {count} {prefix} SCHEMA {json_path} AS {attribute} {type}
# NOTE: attribute = logical name,  json_path = JSONPath expressions

# example
> FT.CREATE userIdx ON JSON PREFIX 1 users: SCHEMA $.user.name AS name TEXT $.user.hobbies AS hobbies TAG $.user.age as age NUMERIC
# NOTE: You can search by any attribute mentioned in the above index for keys that start with users: (e.g. users:1).

More details on Indexing JSON can be found here

Once index is created, any pre-existing/ new/ modified JSON document is automatically indexed.

//sample json document
{
  "user": {
    "name": "John Smith",
    "hobbies": "foo,bar",
    "age": 23
  }
}

# adding JSON document
> JSON.SET myDoc $ '{"user":{"name":"John Smith","hobbies":"foo,bar","age":23}}'

# search all user documents with name 'John'
> FT.SEARCH userIdx '@name:(John)'
1) (integer) 1
2) "myDoc"
3) 1) "$"
   2)  {"user":{"name":"John Smith","hobbies":"foo,bar","age":23}}"

Search & project required fields

# search documents with name 'John' & project only age field
> FT.SEARCH userIdx '@name:(John)' RETURN 1 $.user.age
1) (integer) 1
2) "myDoc"
3) 1) "$.user.age"
   2) "23"

# project multiple fields
> FT.SEARCH userIdx '@name:(John)' RETURN 2 $.user.age $.user.name
1) (integer) 1
2) "myDoc"
3) 1) "$.user.age"
   2) "23"
   3) "$.user.name"
   4) "John Smith"

#------------
# project with alias name
> FT.SEARCH userIdx '@name:(John)' RETURN 3 $.user.age AS userAge

1) (integer) 1
2) "myDoc"
3) 1) "userAge"
   2) "23"
#------------

# multi field query
> FT.SEARCH userIdx '@name:(John) @hobbies:{foo | me} @age:[20 30]'
1) (integer) 1
2) "myDoc"
3) 1) "$"
   2)  {"user":{"name":"John Smith","hobbies":"foo,bar","age":23}}"

More details on query syntax

Drop index

> FT.DROPINDEX userIdx

Useful Resources

The following example uses Redis OM Node, but you can also use Node Redis, IO Redis, or any other supported client

# install RedisOM in the project
npm install redis-om --save

create RedisOM Client & connect to redis

//client.js file

import { Client } from 'redis-om';

// pulls the Redis URL from .env
const url = process.env.REDIS_URL;

const client = new Client();
await client.open(url);

export default client;

Create Entity, Schema & Repository

//person.js file

import { Entity, Schema } from 'redis-om';
import client from './client.js';

class Person extends Entity {}

const personSchema = new Schema(Person, {
  firstName: { type: 'string' },
  lastName: { type: 'string' },
  age: { type: 'number' },
  verified: { type: 'boolean' },
  location: { type: 'point' },
  locationUpdated: { type: 'date' },
  skills: { type: 'string[]' },
  personalStatement: { type: 'text' },
});

export const personRepository = client.fetchRepository(personSchema);

//creating index to make person schema searchable
await personRepository.createIndex();

import { Router } from 'express';
import { personRepository } from 'person.js';

Insert example

const input = {
  firstName: 'Rupert',
  lastName: 'Holmes',
  age: 75,
  verified: false,
  location: {
    longitude: 45.678,
    latitude: 45.678,
  },
  locationUpdated: '2022-03-01T12:34:56.123Z',
  skills: ['singing', 'songwriting', 'playwriting'],
  personalStatement: 'I like piña coladas and walks in the rain',
};
let person = await personRepository.createAndSave(input);

Read example

const id = person.entityId;
person = await personRepository.fetch(id);

Update example

person = await personRepository.fetch(id);

person.firstName = 'Alex';

//null to remove that field
person.lastName = null;

await personRepository.save(person);

Update location sample

const longitude = 45.678;
const latitude = 45.678;
const locationUpdated = new Date();

const person = await personRepository.fetch(id);
person.location = { longitude, latitude };
person.locationUpdated = locationUpdated;
await personRepository.save(person);

Search examples

// Get all person records
const queryBuilder = personRepository.search();
const people = await queryBuilder.return.all();

// Multiple AND conditions example
const queryBuilder = personRepository
  .search()
  .where('verified')
  .eq(true) // ==
  .and('age')
  .gte(21) // >=
  .and('lastName')
  .eq(lastName);
//console.log(queryBuilder.query);
const people = await queryBuilder.return.all();

// Multiple OR conditions example
const queryBuilder = personRepository
  .search()
  .where('verified')
  .eq(true)
  .or((search) => search.where('age').gte(21).and('lastName').eq(lastName))
  .sortAscending('age');
const people = await queryBuilder.return.all();

Delete example

await personRepository.remove(id);

Useful Resources

The following example uses Redis OM Python, but you can also use redis-py or any other supported client

# install Redis OM in the project
pip install redis-om

Create a JSON model

import datetime
import dateutil.parser
from typing import List, Optional

from redis_om import (
    EmbeddedJsonModel,
    JsonModel,
    Field,
    Migrator,
)

class Point(EmbeddedJsonModel):
    longitude: float = Field(index=True)
    latitude: float = Field(index=True)


class Person(JsonModel):
    first_name: str = Field(index=True)
    last_name: Optional[str] = Field(index=True)
    age: int = Field(index=True)
    verified: bool
    location: Point
    location_updated: datetime.datetime = Field(index=True)
    skills: List[str]
    personal_statement: str = Field(index=True, full_text_search=True)


# Before running queries, we need to run migrations to set up the
# indexes that Redis OM will use. You can also use the `migrate`
# CLI tool for this!
Migrator().run()

Insert example

person = Person(**{
    "first_name": "Rupert",
    "last_name": "Holmes",
    "age": 75,
    "verified": False,
    "location": {
        "longitude": 45.678,
        "latitude": 45.678
    },
    "location_updated": dateutil.parser.isoparse("2022-03-01T12:34:56.123Z"),
    "skills":  ["singing", "songwriting", "playwriting"],
    "personal_statement": "I like piña coladas and walks in the rain"
}).save()

Read example

id = person.pk
person = Person.get(id)

Update example

person = Person.get(id)
person.first_name = "Alex"
person.last_name = None
person.save()

Update embedded JSON example

person = Person.get(id)
person.location = Point(longitude=44.678, latitude=44.678)
person.location_updated = datetime.datetime.now()
person.save()

Search examples

# Get all Person records

all = Person.find().all()

# Multiple AND conditions example

people = Person.find(
    (Person.age > 21) &
    (Person.first_name == "Alex")
).all()

# Multiple OR conditions example

people = Person.find(
    (Person.age > 75) |
    (Person.first_name == "Alex")
).all()

# Multiple AND + OR conditions example

people = Person.find(
    ((Person.age > 21) &
     (Person.first_name == "Alex")) &
    ((Person.age > 75) |
     (Person.first_name == "Alex"))
).all()

Delete example

Person.get(id).delete()

Useful Resources

The following example uses Redis OM .NET, but you can also use any other supported client. The examples also use the synchronous methods of Redis OM .NET, but it is recommended that you use the asynchronous methods in a production application.

# install Redis OM in the project
dotnet add package Redis.OM

Create a JSON model

Model.cs
using Redis.OM.Modeling;

namespace RedisApp.Model
{
    [Document(StorageType = StorageType.Json, Prefixes = new[] { "Person" })]
    public class Person
    {
        [RedisIdField]
        public string Id { get; set; }

        [Indexed]
        public string FirstName { get; set; }

        [Indexed]
        public string? LastName { get; set; }

        [Indexed(Sortable = true)]
        public int Age { get; set; }

        [Indexed]
        public bool Verified { get; set; }

        [Indexed]
        public GeoLoc Location { get; set; }

        [Indexed]
        public string[] Skills { get; set; } = Array.Empty<string>();

        [Searchable]
        public string PersonalStatement { get; set; }
    }
}

Setup your main program

Program.cs
using System;
using System.Linq;
using Redis.OM;
using Redis.OM.Modeling;
using RedisApp.Model;

namespace RedisApp
{
    class Program
    {
        static void Main(string[] args)
        {

        }
    }
}

The rest of the code will be inside of Main.

Create your provider used to call into Redis

var provider = new RedisConnectionProvider("redis://localhost:6379");

Conditionally create index necessary for searching

var info = provider.Connection.Execute("FT._LIST").ToArray().Select(x => x.ToString());

if (info.All(x => x != "person-idx"))
{
    provider.Connection.CreateIndex(typeof(Person));
}

Initialize your collection

var people = provider.RedisCollection<Person>();

Insert example

var person = new Person
{
    FirstName = "Rupert",
    LastName = "Holmes",
    Age = 75,
    Verified = false,
    Location = new GeoLoc { Longitude = 45.678, Latitude = 45.678 },
    Skills = new string[] { "singing", "songwriting", "playwriting" },
    PersonalStatement = "I like piña coladas and walks in the rain"
};

var id = people.Insert(person);

Read example

person = people.FindById(id);

Update example

person = people.FindById(id);
person.FirstName = "Alex";
person.LastName = null;
people.Update(person);

Update location example

person = people.FindById(id);
person.Location = new GeoLoc { Longitude = 44.678, Latitude = 44.678 };
people.Update(person);

Search examples

// Multiple AND conditions example
people.Where(p => p.Age > 21 && p.FirstName == "Alex").ToList();

// Multiple OR conditions example
people.Where(p => p.Age > 75 || p.FirstName == "Alex").ToList();

// Multiple AND + OR conditions example
people.Where(p =>
            (p.Age > 21 && p.FirstName == "Alex") &&
            (p.Age > 75 || p.FirstName == "Alex")
).ToList();

Delete example

person = people.FindById(id);
people.Delete(person);

Useful Resources

Sync Redis with Other Databases

RedisGears adds a dynamic execution framework for your Redis data that enables you to write and execute functions that implement data flows in Redis.

Consider following example to sync data with MongoDB.

Create the below python file and update the MongoDB connection details, database, collection and primary key name to be synced

write-behind.py
# Gears Recipe for a single write behind

# import redis gears & mongo db libs
from rgsync import RGJSONWriteBehind, RGJSONWriteThrough
from rgsync.Connectors import MongoConnector, MongoConnection

# change mongodb connection
connection = MongoConnection("", "", "", "", "ENV_MONGODB_CONNECTION_URL")

# change MongoDB database
db = 'ENV_DB_NAME'

# change MongoDB collection & it's primary key
collection1Connector = MongoConnector(connection, db, 'ENV_COLLECTION1_NAME', 'ENV_COLLECTION1_PRIMARY_KEY')

# change redis keys with prefix that must be synced with mongodb collection
RGJSONWriteBehind(GB,  keysPrefix='ENV_COLLECTION1_PREFIX_KEY',
                  connector=collection1Connector, name='Collection1WriteBehind',
                  version='99.99.99')

ENV_MONGODB_CONNECTION_URL=mongodb://usrAdmin:passwordAdmin@10.10.20.2:27017/dbSpeedMernDemo?authSource=admin
ENV_DB_NAME=dbSpeedMernDemo
ENV_COLLECTION1_NAME=movies
ENV_COLLECTION1_PRIMARY_KEY=movieId
ENV_COLLECTION1_PREFIX_KEY=movie

The code above demonstrates how you would sync a "movies" collection in MongoDB with Redis using the "movie" key prefix.

To get this working you first need to load the python file into redis-server:

$ redis-cli rg.pyexecute "`cat write-behind.py`" REQUIREMENTS rgsync pymongo==3.12.0

Now, insert a JSON item in to Redis starting with the prefix specified in the python file (i.e. "movie"):

# redis-cli command
> JSON.SET movie:123 $ '{"movieId":123,"name":"RRR","isActive": true}'

Now, verify whether the JSON is inserted into MongoDB.

Additional Resources For Syncing with Redis and Other Databases

Probabilistic Data and Queries with Redis

Redis Stack supports probabilistic datatypes and queries. Below you will find a stock leaderboard example:

# Reserve a new leaderboard filter
> TOPK.RESERVE trending-stocks 12 50 4 0.9
"OK"

# Add a new entries to the leaderboard
> TOPK.ADD trending-stocks AAPL AMD MSFT INTC GOOG FB NFLX GME AMC TSLA
1) "null" ...

# Get the leaderboard
> TOPK.LIST trending-stocks
1) "AAPL"
2) "AMD"
2) "MSFT" ...

# Get information about the leaderboard
> TOPK.INFO trending-stocks
1) "k"
2) "12"
3) "width"
4) "50"
5) "depth"
6) "4"
7) "decay"
8) "0.90000000000000002"

More details in docs

TimeSeries Data and Queries with Redis

Redis Stack supports time-series use cases such as IoT, stock prices, and telemetry. You can ingest and query millions of samples and events at the speed of Redis. You can also use a variety of queries for visualization and monitoring with built-in connectors to popular tools like Grafana, Prometheus, and Telegraf.

The following example demonstrates how you might store temperature sensor readings in Redis Stack:

# Create new time-series, for example temperature readings
> TS.CREATE temperature:raw DUPLICATE_POLICY LAST
"OK"

# Create a bucket for monthly aggregation
> TS.CREATE temperature:monthly DUPLICATE_POLICY LAST
"OK"

# Automatically aggregate based on time-weighted average
> TS.CREATERULE temperature:raw temperature:monthly AGGREGATION twa 2629800000
"OK"

# Add data to the raw time-series
> TS.MADD temperature:raw 1621666800000 52 ...
1) "1621666800000" ...

# View the monthly time-weighted average temperatures
> TS.RANGE temperature:monthly 0 +
1) 1) "1621666800000"
   2) "52" ...

# Delete compaction rule
> TS.DELETERULE temperature:raw temperature:monthly
"OK"

# Delete partial time-series
> TS.DEL temperature:raw 0 1621666800000
(integer) 1

More details in docs

Additional Resources

Join the community
RedisInsight

Setup Redis​

Using APT with Ubuntu/Debian​

From the official RPM Feed​

With snap​

With AppImage​

Basic Querying with Redis​

Additional Resources​

Additional Resources​

Additional Resources​

Secondary Indexing and Searching with Redis​

Useful Resources​

Useful Resources​

Useful Resources​

Useful Resources​

Sync Redis with Other Databases​

Additional Resources For Syncing with Redis and Other Databases​

Probabilistic Data and Queries with Redis​

TimeSeries Data and Queries with Redis​

Additional Resources​

Setup Redis

Using APT with Ubuntu/Debian

From the official RPM Feed

With snap

With AppImage

Basic Querying with Redis

Additional Resources

Additional Resources

Additional Resources

Secondary Indexing and Searching with Redis

Useful Resources

Useful Resources

Useful Resources

Useful Resources

Sync Redis with Other Databases

Additional Resources For Syncing with Redis and Other Databases

Probabilistic Data and Queries with Redis

TimeSeries Data and Queries with Redis

Additional Resources