Creating a new remote access application in Salesforce

Create OAuth Token and secret from Salesforce

If your planning to get Sales force information from REST API you will find that creating Remote Access app by following http://wiki.developerforce.com/page/Getting_Started_with_the_Force.com_REST_API is not working as describe

Here how it goes

Log in to Salesforce.com with your developer account, navigate to Setup ➤ Develop ➤ Remote Access, 
and click New to create a new remote access application if you have not already done so.

This is not working under the new Salesforce changes

Once you click Remote Access it will say 

Remote Access Objects have been moved to Applications. You'll be redirected to that page in five seconds, or you can click Take Me There to go now. 

Then you will be forword to Create -> Apps section

Go to Connected Apps and create new

Once you save this you can get the OAuth token and secret