onepointconsulting / hr-chatbot

Simple HR Chatbot for Onepoint using Chainlit

Onepoint HR Chatbot

This is a simple HR chatbot based on Chainlit with memory support and able to choose its vector database based on geolocation.

Installation

conda create -n langchain_chainlit python=3.11
conda activate langchain_chainlit
pip install langchain
pip install python-dotenv
pip install openai
pip install faiss-cpu
pip install tiktoken
pip install chainlit
pip install pdfminer
pip install pypdfium2
pip install prompt_toolkit

Custom environment

# conda activate base
# conda remove -n langchain_chainlit_2 --all
conda create -n langchain_chainlit_2 python=3.11
conda activate langchain_chainlit_2
# pip install --force-reinstall /home/ubuntu/chainlit-0.5.3-py3-none-any.whl
pip install --force-reinstall C:\development\playground\chainlit\src\dist\chainlit-0.5.3-py3-none-any.whl
pip install langchain
pip install faiss-cpu
pip install tiktoken
pip install pdfminer
pip install pypdfium2
pip install black

Configuration

Please make sure that you have a .env file with the following variables:

OPENAI_API_KEY=<open ai key>
DOC_LOCATION=<absolute path of the pdf files>
FAISS_STORE=<Location of the FAISS internal files>
HUMOUR=<true|false>

Running

With Chainlit:

chainlit run hr_chatbot_chainlit.py --port 8081

For Development:

chainlit run hr_chatbot_chainlit.py -w --port 8081

Command line:

python ./hr_chatbot_cli.py