UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 11
November-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2311380


Registration ID:
528283

Page Number

d651-d658

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Title

Chatbot to respond to text queries pertaining to various Acts, Rules, and Regulations applicable to Mining Industries.

Abstract

The mining industry is characterized by an intricate web of rules and regulation, essential for ensuring safety environmental compliance, and operational efficiency. In this research, we address the challenge of facilitating access to, and understanding of mining rules and regulations through the development of a chatbot. We employ state-of-the-art- technologies, including Langchain, FAISS(CPU), Hugging Face, Python, and Llama 2 7B Chat, to create a comprehensive solution. Our approach involves a multi-step procedure, encompassing chunks, adding these chunks to a vector index, and efficiently retrieving them when users pose a question. The chatbot not only streamlines the retrieval of relevant information but also generates hypothetical answers to user queries. Key findings of our research demonstrate that chatbot significantly enhances accessibility with this vital information. The significance of this research lies in its potential to improve compliance and safety in the mining industry, ultimately contributing to more responsible and sustainable mining practice.

Key Words

Chatbot, Mining Industry ,Natural Language Processing (NLP), Llama-2 Model, chainlit ,Faiss CPU, Data Integration ,User Interface Design ,Semantic Search ,Information Retrieval ,Artificial Intelligence, Large Language Models, Python Programming ,Knowledge Base, Machine Learning

Cite This Article

"Chatbot to respond to text queries pertaining to various Acts, Rules, and Regulations applicable to Mining Industries.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 11, page no.d651-d658, November-2023, Available :http://www.jetir.org/papers/JETIR2311380.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Chatbot to respond to text queries pertaining to various Acts, Rules, and Regulations applicable to Mining Industries.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 11, page no. ppd651-d658, November-2023, Available at : http://www.jetir.org/papers/JETIR2311380.pdf

Publication Details

Published Paper ID: JETIR2311380
Registration ID: 528283
Published In: Volume 10 | Issue 11 | Year November-2023
DOI (Digital Object Identifier):
Page No: d651-d658
Country: INDORE, MADHYA PRADESH, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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