What are the most prominent tips for memorizing the Prophetic Hadith, especially concerning who narrated it and who transmitted it?

The bane of knowledge is forgetfulness, and its cure lies in piety (taqwa) and righteousness, in patience and perseverance in seeking knowledge, and in avoiding distractions during reading. Furthermore, associating with scholars and righteous individuals, approaching knowledge and its books with the intention of religious benefit, along with gradually memorizing what is read—all these are factors that help overcome forgetfulness.