Transformers Triple-S

Transformers Triple-S is semantic search system, that uses transformer's powers of text understanding to provide You a comfortable document search.

This is Colab to train transformer.

To make virtual environment run commands:

python3 -m venv venv

source ./venv/bin/activate

pip install -r requirements.txt

pip install -r torch_requirements.txt

To run database run commands:

docker pull postgres:17

docker pull pgvector/pgvector:pg17

docker run -d -v ./postgres_volume:/var/lib/postgresql/data -p 5432:5432 --name triple-s-db -e POSTGRES_PASSWORD=ValhalaWithZolinks pgvector/pgvector:pg17

python3 ./backend/embedding_system/make_db.py