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Grounded Intelligence: Boosting LLMs with Real-Time Graph Context

Thu, 24 April, 11:00 AM - 11:30 AM GMT+5:30

What if your language model could tap into live, interconnected facts at scale? This session introduces GraphRAG, an approach that merges dynamic graph queries with advanced language models to generate precise, context-aware responses while minimizing hallucinations.

Key Discussion Points

  • Enhancing AI with graph-driven context by integrating real-time data ingestion and semantic relationships to improve response accuracy.
  • Grounding AI in verified knowledge using domain-specific constraints and structured data to ensure fact-based and relevant responses.
  • Architectural considerations for GraphRAG, including optimizing graph indexing for retrieval speed, enforcing consistency rules to maintain data integrity, and ensuring transparent traceability for better explainability.
  • Turning AI into a reliable asset by demonstrating how GraphRAG transforms LLMs from experimental tools into enterprise-ready knowledge assistants.

This session provides practical insights and implementation strategies for teams looking to anchor AI outputs in structured, real-time data, enabling trustworthy AI applications.

Target Audience

This session is ideal for AI engineers, data scientists, enterprise architects, and knowledge graph experts interested in grounding AI models with real-time data. It’s also valuable for CTOs, AI product leaders, and innovation teams seeking scalable, explainable AI architectures for enterprise applications.

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About the speaker

Abhishek Das

Co-Founder & CTO, SourcingXPress

Abhishek, co-founder and CTO at SourcingXPress is developing new approaches to talent discovery and unlocking new opportunities for the next generation of tech builders. With experience in scaling tech for a global audience, he has built products at startups that serve millions of users worldwide. A dedicated technophile, Abhishek excels at identifying practical applications for emerging technologies and leveraging them to solve real-world challenges. He is also a Neo4j Ninja who leads the Graph DB Bengaluru meetup group, connecting graph enthusiasts and fostering innovation within the Bangalore tech community.