Enhance LLM Applications' Trustworthiness and Explainability

​Leann Chen, Diffbot

​Knowledge graphs improve information retrieval in LLM-based systems by providing richer contexts for better answers and linking data to generate more relevant responses. In this talk, we will explore how integrating knowledge graphs with LLM applications enhances their trustworthiness and explainability. They offer transparent information paths, increasing precision and allowing users to see reliable information sources. Applicable across various fields, knowledge graphs improve the quality of information retrieval, enabling LLMs to generate accurate and contextually relevant responses.

​AI Agents and Knowledge Graphs for Intelligent Querying and Insights, Tomaz Bratanic, Neoj4

​In this talk, we will explore how AI agents can effectively interact with knowledge graphs to enable more intelligent decision-making and information retrieval. We'll cover key principles for building AI systems that can navigate, query, and extract meaningful insights from structured knowledge. Through best practices and real-world examples, you'll learn how to design AI agents that integrate seamlessly with knowledge graphs, enhancing their ability to understand and respond to complex queries

​Introduction to LlamaIndex Workflows
Zeyu Alex Yang, LlamaIndex

​Discover how LlamaIndex Workflows empower developers to design adaptable, event-driven processes for a wide range of tasks. This session will explore how Workflows enable you to seamlessly connect tasks, build custom flows, and gain actionable insights at every step. Whether you’re developing agents or designing complex data pipelines, LlamaIndex Workflows provide the flexibility and observability needed to bring your applications to life with confidence and clarity.

​An active open-source contributor. Alex is actively involved in different open source projects including Node.js, Waku, and Jotai... Currently he maintain LlamaIndex.TS. Additionally, he explored various programming technologies like CRDT, Web Bundler, AI Agent in different languages python, javaScript, Rust, and more.