/SemanticKBLI

Semantic Search Classification with Transformers and FastAPI

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

SemanticKBLI

Semantic Search Classification with Transformers and FastAPI

Benchmarking

Source Data Module Algorithm Acc. Jenis Produk (%) Acc. KBLI (%)
Mei Self Declare AutoML C# 56.461 48.787
Juni Self Declare AutoML C# 56.461 83.041
Juni Self Declare with Enrichment S-Bert KNN 99.477 98.929
Juli Reguler S-Bert KNN 100.00 97.841

Tutorial Run Service

  1. Create docker container on local.
docker build -t fastapi-service .
  1. Running container
docker run -d -p 8000:8000 --name fastapi-container --restart unless-stopped fastapi-service
  1. Access Swagger Documentation via
localhost:8000/docs