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From Ancient Epic to Modern Marvel: Demystifying the Mahabharata Chatbot with GraphRAG

Session Track: Data Science

Session Time:

Session description

This session explores the intersection of rich cultural heritage and cutting-edge technology. We'll delve into the creation of a unique chatbot that unlocks the complexities of the Mahabharata epic. This chatbot leverages GraphRAG, a powerful technique that utilizes knowledge graphs to empower Large Language Models (LLMs). Discover how GraphRAG empowers the chatbot to navigate the intricate web of characters, events, and relationships within the Mahabharata. We'll showcase the chatbot's capabilities, demonstrating how it fosters interactive learning and exploration of this timeless tale.

Speaker

photo of Siddhant Agarwal

Siddhant Agarwal

Developer Relations Lead, Neo4j

I am currently leading Developer Communities for APAC @ Neo4j. Previously I have worked with Open Financial Technologies as "Developer Relations Lead '' where I built India's first developer community around Fintech/Embedded Finance. Prior to that I had worked with the Google Developer Relations team and had led the Developer Student Clubs program, TensorFlow User Groups, Google Developer Groups, and Google Developer Experts program in India. I have also designed and executed the initiative “Build for Digital India” in 2019 launched in collaboration with the Ministry of Electronics & Information Technology, Govt. of India which witnessed 7K+ students participating and building solutions that “Solve for India”. A design thinker at heart, he loves working with startups and helping them scale in UX and improve their designs. I am one of ACM’s Distinguished Speakers among 200+ speakers worldwide and 20+ in India. With over 8 years of industry experience, I have literally spent my entire career in building, scaling and growing communities in India and have found my passion in launching ed-tech initiatives, design innovation, growing startup ecosystem and building for the next billion users. For my contributions in community building, I was also nominated as one of the finalists of CMX Community Industry Awards 2021 for "Community Professional of the Year for a Developer Relations Community" and "Community Professional of the Year" categories. Being an avid public speaker, I have spoken at 1K+ national and international forums impacting 300K students/developers/individuals.