NLP-Based Content Recommendation Engine for the DP!
Running the server requires Python 3 and Golang.
If you are using a new MongoDB instance, you can run go run main.go import to import articles from the DP API into the instance, and go run main.go update to add any recently published articles.
You will need Redis Stack running, which can be set up with the following commands:
docker pull redis/redis-stack-server
docker run -d --name redis-stack -p 6379:6379 redis/redis-stack-server:latest
You will also need to set the following environment variables
MONGO_URLREDIS_URLSITE_URLCATEGORIES
If you are running the server for the first time, run pipenv install. Then you can run
pipenv shell
pipenv run python3 server.py --dev --reload
to start the server. The --reload flag can be omitted if you don't want to (re)load article data from MongoDB into Redis.
First, set the following secrets with:
fly secrets set MONGO_URL=...
fly secrets set REDIS_URL=redis://localhost:6379
To deploy this service on Fly.io, run fly deploy --wait-timeout 1200 (the timeout is needed to load the articles into the Redis instance and index them before starting the server).