Redis connection error while connecting to Node js - node.js

Question

I am trying to connect the node js container with the Redis container, I am facing an issue when I run the node-js container and try to connect Redis. I tried most of the solutions from the web, still not able to fix the connection refused issuer.
> Node js creating the Redis client: below code works locally good, without the container.
const redis = require('redis')
const redisClient = redis.createClient({
host: "127.0.0.1",
port: "6379"
})
> running Redis from the latest image.
docker run -d --name redis -p 6379:6379 redis
> Error:
[nodemon] starting `node index.js`
events.js:377
throw er; // Unhandled 'error' event
^
Error: connect ECONNREFUSED 127.0.0.1:6379
at TCPConnectWrap.afterConnect [as oncomplete] (net.js:1148:16)
Emitted 'error' event on RedisClient instance at:
at RedisClient.on_error (/usr/src/app/node_modules/redis/index.js:342:14)
at Socket.<anonymous> (/usr/src/app/node_modules/redis/index.js:223:14)
at Socket.emit (events.js:400:28)
at emitErrorNT (internal/streams/destroy.js:106:8)
at emitErrorCloseNT (internal/streams/destroy.js:74:3)
at processTicksAndRejections (internal/process/task_queues.js:82:21) {
errno: -111,
code: 'ECONNREFUSED',
syscall: 'connect',
address: '127.0.0.1',
port: 6379
}