FangSen9000 / researchgpt

An open-source LLM based research assistant that allows you to have a conversation with a research paper

ResearchGPT

This is a flask app provides an interface to enable a conversation with a research paper. You can enter a link to a pdf hosted online or upload your own pdf. The app will then extract the text from the pdf, create embeddings from the text and use them with the openai api to generate a response to a question you ask. It will also return a source for the part of the text it used to generate the response and the page number.

Try the demo at: https://researchgpt.ue.r.appspot.com/

Example

demo.mp4

Installation

git clone https://github.com/mukulpatnaik/researchgpt.git
cd researchgpt
pip install -r requirements.txt

Usage

You need to have an openai api key and set it as the environment variable 'OPENAI_API_KEY'.

python main-local.py

Google Cloud Deployment

Follow the instructions here: https://cloud.google.com/appengine/docs/standard/python3/building-app/deploying-web-service Once you have the app.yaml file set up with your openai key and also have gcloud cli set up, you can deploy with:

gcloud app deploy

To stream logs:

gcloud app logs tail