RecSys as a Service

TODO

🔴 -> Important
🟠 -> Can wait
🟢 -> Nice to have

Auth

• Get token from header bearer for API requests 🔴
• Get token from request body for script tag use 🔴

Data

• Connect to DB 🔴
• Connect to cache (redis) 🟢

Migrations

• Create CLI commands 🟢
• Generalise migrations so it can be used with any DB 🟢
• Create migrations based on past and current models states 🟢

ORM

• Improve custom ORM 🟢
• Add ORM as trait 🟢

Recommendations

• Finish the get_product_recommendations 🔴
• Finish recommendation struct 🔴
• Save recommendations made 🔴
• Create view to redirect to correct product on click 🔴
• Save metadata of clicks and redirects 🔴
• Ensure that the ULIDs are truly unique (query the database) 🔴
• Finish the get_generic_recommendations 🟠
• Finish the get_user_recommendations 🟠

Models

• Convert the correct fields/information to vectors 🟠
• Improve tables relationship to retreive correct information 🟠
• Create facades between raw model and views' model 🟠

Views

• Mapp CrudErrors with default views' responses 🟠