ChatBS-NextGen

Authoritative knowledge graph base LLM factual validator Deployed version at:

Introduction

ChatBS-NextGen is a user-friendly application designed to assess the factual accuracy of AI-generated responses using semantic knowledge graphs. By extracting entities from LLM outputs and mapping them to authoritative knowledge sources, it streamlines fact verification, enabling seamless factoid extraction through simple text input.

Setup & Deployment

Setup

Clone the repository

git clone https://github.com/yourusername/ChatBS-NextGen.git

Check for R installation status in the system
```
R --version
```
Go to the project root and open it in your favorite code-editor
Setup the libraries
1. from command line interface
```
Rscript setup_dependencies.R
```
1. from R terminal
```
source('setup_dependencies.R')
```
Run shiny application
1. from command line interface
```
Rscript app.R
```
1. from R terminal
```
shiny::runApp('app.R')
```

Architecture

Operational flow

User Interfaces

Experiment Run page

Setup Pipeline page

Overview page

Citation

The ChatBS-NextGen is by John Erickson, Jamie McCusker, Henrique Santos, Nipun Deelaka and Devin De Silva under the direction of Deborah L. McGuinness and Jim Hendler, Tetherless World Constellation. Rensselaer Polytechnic Institute, Troy, NY USA

License

TetherlessWorld/ChatBS-NexGen

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