Building chatbots with natural language interface (LLM) for datasets

TY - GEN

T1 - Building chatbots with natural language interface (LLM) for datasets

AU - Tykhonov, Vyacheslav

N1 - “Dataverse and AI” workshop

PY - 2024/11/28

Y1 - 2024/11/28

N2 - An overview of the process of building chatbots powered by Large Language Models (LLMs) with a natural language interface designed for interacting with datasets. The goal is to create intelligent user interfaces to enable users to easily query, analyze, and gain insights from data through simple conversational interactions. By leveraging LLMs, these chatbots can interpret user queries in natural language, making data exploration more intuitive and accessible for everyone.

AB - An overview of the process of building chatbots powered by Large Language Models (LLMs) with a natural language interface designed for interacting with datasets. The goal is to create intelligent user interfaces to enable users to easily query, analyze, and gain insights from data through simple conversational interactions. By leveraging LLMs, these chatbots can interpret user queries in natural language, making data exploration more intuitive and accessible for everyone.

KW - chatbot

KW - AI

KW - LLMs

U2 - 10.5281/zenodo.14622840

DO - 10.5281/zenodo.14622840

M3 - Other contribution

PB - Zenodo

ER -