Search That Thinks: How RAG and ESRE Can Elevate GenAI Experiences
This webinar explores the implementation of Retrieval-Augmented Generation (RAG) using Elastic Search Relevance Engine (ESRE), addressing common challenges in GenAI applications. It covers the evolution of search—from keyword and full-text to vector and hybrid approaches—highlighting trade-offs and strategies for effective retrieval. Attendees will gain practical insights into building scalable, intelligent search systems that power next-gen AI solutions.
- The core challenges in building effective GenAI applications
- How Retrieval-Augmented Generation (RAG) enhances AI performance
- Key differences and trade-offs between keyword, full-text, vector, and hybrid search
- How to implement and optimize RAG using Elastic Search Relevance Engine (ESRE)
- Explore how Retrieval-Augmented Generation (RAG) and Elasticsearch Relevance Engine (ESRE) are used to extract meaningful insights from unstructured data across various domains.
- This session will highlight how organizations are applying advanced search techniques—like hybrid and semantic search—to enhance decision-making, automate information retrieval, and build smarter GenAI applications.
Speakers
Naman Agrawal is a DevOps Engineer with expertise in the Elastic Stack, Kubernetes, Terraform, and AWS. He specializes in observability, infrastructure as code, and building resilient CI/CD pipelines. An advocate for intelligent search, platform engineering, and next-gen DevOps strategies that drive real-world GenAI innovations, he enables high-performance, automated systems at scale. Naman holds a B.Tech in Computer Science from Medi-Caps University.
Vishwajeet Thakur is a Senior Software Developer with expertise in Python, Django, AWS, Kubernetes, and Terraform. He builds scalable microservices and data pipelines using FastAPI, Pydantic, Airflow, and Kafka. With a strong foundation in backend and cloud-native development, he’s delivered high-performance solutions for complex data processing. Vishwajeet holds a B.Tech in Electronics and Communication from NIT Arunachal Pradesh.
Jessica Mary Aaron is a dynamic business professional. At Hyperflex, she focuses on business development while also supporting brand marketing initiatives. Jessica’s career spans content creation, strategic marketing, and startup leadership, including co-founding a digital marketing agency. She holds a PGP in Technology and Business Management from Masters' Union and a BCom in Marketing from Bhawanipur Education Society College.