Boss Soul weapons are weapons which can be crafted from the souls that are dropped by some bosses throughout the game. There are multiple weapons which can be constructed from the souls (usually two).

This is the Walkthrough page for the fifth and final main area of the Artorias of the Abyss DLC - The Chasm of the Abyss.