AI Chatbot Development For Internal Regulations
GooDay wanted to develop AI automatically answering questions about internal regulations, reducing the time and effort required to search for materials in manuals and the man-hours required by the Human Resources and General Affairs Department.
- Web
- Retail
- Terraform
Project Overview
GooDay Inc. operates 65 home improvement shops in Kyushu and is boldly taking on the challenge of digital transformation (DX). GooDay wanted to develop an auto-response chatbot for internal regulations using a generative AI application. When employees want to check company regulations, they can use the AI chatbot to ask questions, and it will automatically reply with a corresponding answer.
The Challenge
Based on past development experience and this request, it was determined that existing machine learning services, such as AWS, would not be accurate.
The Solution
SupremeTech carried out a full-scratch Generative AI development validation using Langchain.
- AI/machine learning: OpenAI (ChatGPT), Google Colab
- Infrastructure: GCP, Docker, Terraform (Infra as Code)
- Database: PostgreSQL, pgvector
- Back-end: Python, Langchain
- Front-end: Google Chat
Key Features
Develop AI automatically answering questions about internal regulations, reducing the time and effort required to search for materials in manuals and the man-hours required by the Human Resources and General Affairs Department.
Team structure
Details of entrustment: Design, Implementation, Testing, Migration, Maintenance & Operation
- Project Manager
- Business Analyst
- Front-end Engineer
- Back-end Engineer
- Quality Control
Technical stacks
Platform
Infrastructure & Architect
Development Language
