Documentation fix

### What would you like to share?

There are quite a few grammatical errors and typos in the README file which should be corrected at the earliest. Ex: Gita should be preceded by the article 'the' i.e. 'The Gita' which sounds complete and correct.

I would be glad to fix these errors, if I am assigned to this issue.