LANGCHAIN BASED QUESTION ANSWER SYSTEM
JAYA SWEDHAA R S
, ABRAJI NARAYANAN L , JEYANTHI A
LangChain, Large Language Model(LLM), Natural Language Processing(NLP), Pathways Language Model(PaLM).
In order to enable Q&A sessions on the
EdTech platform, we are creating a model through
LangChain which allows the Q&A session to be
facilitated. Basically, it is a generative AI approach
that connects large language models such as PaLM,
LLaMA, and NLP as well as a variety of other
models. It has been decided to use LangChain (a
framework that was developed in Python and Java
script) to answer the questions that were raised by
the learners of the platform on various topics. There
are a few features that may look like chatbots, but
they aren't. As a matter of fact, we can build chatbots
using LangChain, which deals with the "Normal
Language model" and gives the chatbot a unique
personality and context in accordance with the
previous conversation, making it easier to
understand what the user wants. The "QuestionAnswer model" offered by LangChain translates and
answers diverse questions, in contrast with the
"Question-Answer model". The dataset was
provided by the company for which we are creating
the Q&A model.
"LANGCHAIN BASED QUESTION ANSWER SYSTEM", JNRID - JOURNAL OF NOVEL RESEARCH AND INNOVATIVE DEVELOPMENT (www.JNRID.org), ISSN:2984-8687, Vol.2, Issue 5, page no.a40-a51, May-2024, Available :https://tijer.org/JNRID/papers/JNRID2405004.pdf
Volume 2
Issue 5,
May-2024
Pages : a40-a51
Paper Reg. ID: JNRID_700247
Published Paper Id: JNRID2405004
Downloads: 000301
Research Area: Science and Technology
Country: CHENNAI, TAMIL NADU, India
ISSN: 2984-8687 | IMPACT FACTOR: 9.57 Calculated By Google Scholar | ESTD YEAR: 2023
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: JNRID (IJ Publication) Janvi Wave
