This repository contains a web application for preparing ML engineers for the interviews.
There are 4 services:
- frontend - React JS service which contains all components for communication with user
- main_backend - Django REST with main business logic
- tts_backend - Text to Speech service over GigaAM model
- llm_backend - Validation system, Its Qwen2.5 model trained using LoRA for validating ML tasks
To run the app you must
- install GigaAM in GigaAM_fork directory via pip and set HF token
- download LLM as said in llm service readme
- install conda environment using requirements.txt
- run all services according to the corresponding READMEs