This project builds a local index engine using Whoosh and SpaCy with the purpose of implementing a proof of concept AI type application that can index the content of websites. It also allows to perform search queries and make questions in plain English, and then it either displays relevant matching content or answers to the question.
Build and activate a virtual environment for the project (optional):
python3 -m venv venv
venv/scripts/activate
Install requirements:
pip install -r requirements.txt
Install the SpaCy english model:
python3 -m spacy download en_core_web_sm
Make sure to have PostgreSQL installed and running, and set the details on the DATABASES section of the indexengine/indexengine/settings.py file.
In the file websites_to_crawl.txt there are a list of urls, that will be scraped and extracted content from them for indexation, at application startup.
Run the application:
python3 manage.py runserver
There are 3 main url paths:
/search: Allows to search for indexed documents./index_documents: Allows to index new documents manually./question: Allows to make questions to the system.