The repo is aim to indicate my personal understanding about DevOps, DataOps, and MLOps. All included contents are used for study purpose.
The application includes the following user interfaces:
- Command Line Tool
- Web Services
- Docker Container according to the figure shown in the CI environment.
In particular, the following functionalities are available via the above user interfaces
- Wikipedia Searching: wikipedia summary about the searching term, ref to. wikipedia library
- Key Word Extraction: key words extracted from the wikipedia summary, ref to. text_blob library
- Sentimental Analysis: sentimental analysis of the wikipedia summary, step 1 to limit summary content about the term, ref. to text summary based on model facebook/bart-large-cnn and in step 2 the summarized text will be analyzed by sentimental analysis model cardiffnlp/twitter-roberta-base-sentiment-latest
The app is aim to deploy CI pipeline in the Github Actions for the following functionalities, e.g.:
- Unit Test
- Lint Score
- Unified formatting of Code
- Setup Command Line Tool
- Installation of Dependencies
- Automatic Code Bulding
