Grounding RAG Applications with JavaScript, Langchain and Elasticsearch

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 and other data sources alongside LLMs can ground applications to a known source, allowing domain-specific responses to be generated. In this workshop, you'll build 2 AI applications to learn about RAG, AI agents and technologies including AI SDK, Langchain, JS and Elasticsearch, while pointing out alternatives along the way.

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