https://github.com/nna301023/semantickbli
Semantic Search Classification with Transformers and FastAPI
https://github.com/nna301023/semantickbli
fastapi firebase multilingual transformer
Last synced: 3 months ago
JSON representation
Semantic Search Classification with Transformers and FastAPI
- Host: GitHub
- URL: https://github.com/nna301023/semantickbli
- Owner: NnA301023
- License: apache-2.0
- Created: 2023-07-23T14:38:13.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-10-23T09:18:42.000Z (over 2 years ago)
- Last Synced: 2025-10-18T01:59:06.253Z (8 months ago)
- Topics: fastapi, firebase, multilingual, transformer
- Language: Jupyter Notebook
- Homepage:
- Size: 120 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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 .
```
2. Running container
```
docker run -d -p 8000:8000 --name fastapi-container --restart unless-stopped fastapi-service
```
3. Access Swagger Documentation via
```
localhost:8000/docs
```