End-to-end-Medical-Chatbot-using-Llama2

How to run?

STEPS:

Clone the repository

Project repo: https://github.com/mihirkudale/End-to-end-Medical-Chatbot-using-Llama2.git

STEP 01- Create a conda environment after opening the repository

conda create -n mchatbot python=3.8 -y

conda activate mchatbot

STEP 02- install the requirements

pip install -r requirements.txt

Create a .env file in the root directory and add your Pinecone credentials as follows:

PINECONE_API_KEY = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
PINECONE_API_ENV = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxx"

Download the quantize model from the link provided in model folder & keep the model in the model directory:

## Download the Llama 2 Model:

llama-2-7b-chat.ggmlv3.q4_0.bin


## From the following link:
https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/tree/main

# run the following command
python store_index.py

# Finally run the following command
python app.py

Now,

open up localhost:

Techstack Used:

• Python
• LangChain
• Flask
• Meta Llama2
• Pinecone