Building a chatbot using Elasticsearch and RAG with Azure OpenAI

Greg Crist

Principal Solutions Architect

Elastic

Understand why ELSER is a game-changer in the realm of vector embeddings and how RAG impeccably integrates with LLM and Azure OpenAI.

Join us for an interactive webinar with our industry experts to elevate your Elasticsearch vector search projects to the next level. Incorporate the Retrieval-Augmented Generation (RAG) architecture to build sophisticated chatbots and showcase the integration of RAG with Azure OpenAI. Delve into the technicalities with a guided walkthrough of the build process, step-by-step, directly from our expertly crafted GitHub repository.

Who should join this workshop?

This session is a "show and tell" aimed at engineers and product owners working on vector search, introducing them to RAG and ELSER, a potent vector embedding tool that enhances user experience beyond traditional transformer models.

Learn about:

• Gain expertise in advanced chatbot construction using RAG and ELSER, setting your projects ahead.
• Deepen your knowledge of Elastic's Vectorstore, enhancing your search solutions' capability.
• Access simplified, actionable steps for easy RAG chatbot deployment.
• View a live RAG chatbot demo to visualize potential user experiences.
• Receive a concise plan to evolve your project from prototype to production-ready.

Excited about AI and like to get started? Visit our Azure Marketplace listing.

Additional resources

• Accelerate the results that matter with Elastic on Microsoft Azure
• ESRE: Powering the generative AI era