notionGPT

This project provides a chatbot with a knowledge base built from user-provided Notion data. It utilizes the langchain library and OpenAI's API to process Notion documents, split the text, embed the text, and store it in a vectorstore for efficient access and retrieval.

Installation

Clone the repository:

git clone https://github.com/kevin19930919/notionGPT.git

How to Start

Follow the steps below to use notionGPT:

1. Start by downloading the data from your desired Notion page. ref
2. Next, create a file called secret.ini. This file should include your OPENAI_API_KEY and the DATA_RESOURCE_NAME. Looks like this:
3. Download all required Python packages

pip3 install -r requirement.txt

4. Once you have the data and secrets ready, ingest the data you provide:

make ingest-data

5. Run app:

make chat

or

python3 main.py

Note

Every chat will contain the history content(previous questions and answers), until you input keyword "end". Entering "end" will clear history data, and start with a new conversation.