Whether other business entities like firm or company would be able to convert themselves into LLP?

Yes. The LLP Act contains enabling provisions pursuant to which a firm (set up under Indian Partnership Act, 1932) and private company or unlisted public company (incorporated under Companies Act) would be able to convert themselves into LLPs. Provisions of clause 58 and Schedule II to Schedule IV to the Act provide procedure in this regard.