Roy Mor @ Node.TLV 24` | Practical AI: Building LLM-Powered Organizational Bots in Node.js in 1 Hour

Описание: NodeTLV 2024
www.nodetlv.com
Israel's Annual Node.js conference

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Practical AI: Building an LLM-Powered Organizational Bot in Node.js in Under One Hour

AI and LLM-powered apps are all the rage in today’s software development world, and Node.js is no exception.
The average employee spends 3.6 hours daily searching for organizational information (source: Coveo). Now, with the rise of generative AI, it has never been easier to build a question-answering system based on your organization's own data, that can provide accurate answers even to questions phrased freely and vaguely - all in Node.js!
In this talk, we'll go over the elements of RAG (Retrieval Augmented Generation) and show how to build a RAG-based bot in Node.js using LangChain, a vector database (e.g., Pinecone, Chroma, Weaviate), and the OpenAI API. We will then demonstrate how to expose it as a Slack app for all employees to use!


Roy Mor
Senior AI Engineer @ Blink

Roy Mor is a software engineer and architect by day and a musician by night (or vice versa). He has worked at early-stage startups, multinational corps, mid-size companies and as an independent consultant, and has been using Node.js since 2015. He has worked on data engineering, cloud services, APIs, test automation, front end UI and embedded firmware, writing some beautiful bugs. His current interests and activities are building LLM-powered apps and using AI agents to drive software forward.