Ask Jnani is a precision philosophical dialogue tool rooted in the traditional methodology of Advaita Vedānta. It is not a spiritual lifestyle product, but a structured inquiry environment built to preserve conceptual clarity in an age where conversational AI often blends, dilutes, and flattens serious teachings. Designed as a Retrieval-Augmented Generation (RAG) system powered by GPT-5, it draws from a carefully curated corpus aligned with the Advaita sampradāya — including the Upaniṣads, Bhagavad Gītā, Brahma Sūtras, and major prakaraṇa texts as unfolded in the Śaṅkara tradition. Its purpose is not inspiration, but disciplined understanding; not emotional reassurance, but intellectual precision.