Bemore

Bemore is a web application that helps you to keep up with the latest research in your field.

Structure

TODO

• Add docker-compose for development
• Add more paper sources(e.g. arxiv, AAAI, ICLR, etc.)
• Recommendation system
  • User subscription api endpoint
  • User feedback api endpoint
  • recommend api endpoint
  • Recommendation algorithm
  • Base dataset for recommendation
• Admin panel
• Add tests
• Add CI/CD

Development

Poetry

Caution

Since we decided to use postgres database, the project can not longer be started from poetry run alone.

This project uses poetry. It's a modern dependency management tool.

To run the project use this set of commands:

cd backend/app
poetry install
poetry run python -m app.main

This will start the server on the configured host.

You can find swagger documentation at /api/docs.

You can read more about poetry here: https://python-poetry.org/

Docker(Recommended)

You can start the project with docker using this command:

docker compose up -d

If you want to develop in docker with autoreload add -f docker-compose.dev.yml to your docker command. Like this:

docker compose -f docker-compose.dev.yml up -d

This command exposes the web application on port 8000, mounts current directory and enables autoreload.

But you have to rebuild image every time you modify poetry.lock or pyproject.toml with this command:

docker compose -f docker-compose.dev.yml up -d --build

Configuration

This application can be configured with environment variables.

You can create .env file in the root directory and place all environment variables here.

For example if you see in your "backend/app/app/core/config.py" a variable named like random_parameter, you should provide the "RANDOM_PARAMETER" variable to configure the value. This behaviour can be changed by overriding env_prefix property in bemore.settings.Settings.Config.

An example of .env file:

RELOAD="True"
PORT="8000"
ENVIRONMENT="dev"

You can read more about BaseSettings class here: https://pydantic-docs.helpmanual.io/usage/settings/

Pre-commit

To install pre-commit simply run inside the shell:

pre-commit install

pre-commit is very useful to check your code before publishing it. It's configured using .pre-commit-config.yaml file.

By default it runs:

• black (formats your code);
• isort (sorts imports in all files);
• flake8 (spots possible bugs);
• ruff (formats your code);

You can read more about pre-commit here: https://pre-commit.com/

Running tests

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License