GitHub - ippocratiss/A-simple-chatbot-based-on-LLM-and-RAG-architecture-: A simple chatbot which can assist with information assistance, using Retrieval Augmented Generation (RAG) technology combined with a pre-trained Large Language Model (LLM).

A simple chatbot based on LLM and RAG architecture

Ippocratis Saltas

The code provides a simple chatbot which can assist with information assistance, using Retrieval Augmented Generation (RAG) technology combined with a pre-trained Large Language Model (LLM). The code is also capable of summarising papers from the scientific repository arXiv.
This version of the code is a very pre-liminary version and has received extremely basic testing only. The current form of the code runs on a Jupyter notebook for illustrative convenience.

python 3
langchain  0.1.16
torch  2.2.2
huggingface-hub 0.22.2

LLM.ipynb: The main Jupyter notebook to run the code.

model.py: Defines the model and other functionality.

packages.py: Contains the necessary libraries and modules.

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
LLM.ipynb		LLM.ipynb
README.md		README.md
model.py		model.py
packages.py		packages.py