Empowering AIAgents with Real-Time Insights: From Streams to Smarter Actions

Core Theme

• Intro to Real-time Analytics
• Pinot
• Intro to RAG
• Compound AI Systems
• Integration of AI agents to Streaming
• Real time systems and why they are necessary
• Discussion of the Real world use-cases like Brand Sentiment Analysis
• Travel agent bots
• Demo on the integration Kafka → Pinot → AI agent

Technical Depth

Introductory for Real time analytics and AI agents

Relevance

The architecture of a pipeline that brings together real-time data ingestion, analytics, intelligent retrieval systems, and AI models. See how users can integrate RAG, AI agents to augment real-time decision-making with contextually relevant information with real world use cases that emphasize practical tips for how to architect scalable systems that seamlessly blend AI and streaming technologies.

Audience Takeaway

This talk emphasises practical takeaways, guiding the audience on how to architect scalable systems that seamlessly blend AI and streaming technologies.