React Day Berlin 2024
Dec 12, 13:00
Grounding AI Applications with React, JavaScript, Langchain and Elasticsearch
Workshop
Everywhere we look we see examples of leveraging AI technologies not just while building software, but in our web applications too. While developers want to embrace new shiny technologies, tech leaders raise concerns about the risk of exposing their data for training, alongside other accuracy issues such as source hallucination.
Using vector search alongside LLMs can ground applications to a known source, and allow the generation of domain-specific responses. In this talk, I'll show how to combine Elasticsearch and Langchain in serverless applications to build a grounded RAG application and show results in a simple React UI.
Using vector search alongside LLMs can ground applications to a known source, and allow the generation of domain-specific responses. In this talk, I'll show how to combine Elasticsearch and Langchain in serverless applications to build a grounded RAG application and show results in a simple React UI.