The Power of Elasticsearch & ChatGPT: Revolutionizing Search Applications with Generative AI

This session explores the dynamic interplay between Elasticsearch and Generative AI. It showcases a search application powered by Elasticsearch and ChatGPT, illustrating the immense potential these tools offer when used in tandem.
Elasticsearch is highly regarded for its swift processing and delivery of highly relevant results. The recent introduction of Elasticsearch Relevance Engine (ESRE) and the Elastic Learned Sparse Encoder model has further enhanced its capabilities, enabling semantic search.
Meanwhile, generative AI models like ChatGPT have demonstrated extraordinary prowess in understanding natural language text and conducting human-like conversations. By integrating these two powerful tools, users can now explore their data using natural language, while employing generative AI to analyze and respond to queries based on that data. This combination facilitates the development of cutting-edge search applications that provide secure, efficient access to your data, and utilize generative AI to enrich the results.
By watching this video, you'll gain insights into:
- Elasticsearch and BM25 relevance
- Elasticsearch Relevance Engine (ESRE)
- Semantic search with Elastic's Learned Space Encoder (ELSER)
- Generative AI and its limitations
- Developing a search app with Elasticsearch and ChatGPT
- Demonstration: searching Elastic blogs
- Next steps and references
Speaker: Enrique Kortright, Principal Education Architect @ Elastic
Slide Deck: docs.google.co...
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