TopShlok live at : https://topshlok.streamlit.app/
Source Code Github repo : https://github.com/om-ashish-soni/TopShlok
Demo ( video ) : https://youtu.be/dw_uvrQytc4?si=eCBG5ae-UqrFiR7d
Dataset is itself contained in github repo
Idea & Architecture:
Step 1: Encoded 700 Shloks meanings through Sentence to Vector transformation.
Step 2: Built 18 Annoy indices on preprocessed data.
Step 3: Transformed natural language queries into vector format.
Step 4: Leveraged indices for optimzing selection of top solution shloks' meanings, ensuring the utmost relevance.
Currently supporting both Hindi and English versions.
Wishing everyone a joyous Geeta Jayanti. May the teachings of the Shrimad Bhagavad Gita continue to inspire and guide us all. 🙏
It's like having a personal guide through the sacred verses!