Building chatbots with natural language interface (LLM) for datasets

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.

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Publication Details

Journal
KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences)
Published
2024-11-28
DOI
https://doi.org/10.5281/zenodo.14622840
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

Building chatbots with natural language interface (LLM) for datasets

KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences)
AI in Service Interactions
article

Building chatbots with natural language interface (LLM) for datasets

article en

Abstract

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.

KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences)
Royal Netherlands Academy of Arts and Sciences (NL)
Quality Education
Openalex Percentile: Top 59%
AI in Service Interactions
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Building chatbots with natural language interface (LLM) for datasets · KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences) (2024) | TGRS Research Map | TGRS