https://github.com/michaelconan/flask-rag-service

Web application and REST API Retrieval Augmented Generation microservice with distributed task preprocessing and vector database
https://github.com/michaelconan/flask-rag-service

Last synced: 22 days ago
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Web application and REST API Retrieval Augmented Generation microservice with distributed task preprocessing and vector database

• Host: GitHub
• URL: https://github.com/michaelconan/flask-rag-service
• Owner: michaelconan
• Created: 2024-07-15T10:29:38.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-15T10:55:16.000Z (6 months ago)
• Last Synced: 2024-07-15T12:56:36.296Z (6 months ago)
• Language: Python
• Size: 46.9 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Codeowners: .github/CODEOWNERS

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README

        
# flask-rag-service

Web application and REST API Retrieval Augmented Generation microservice with distributed task preprocessing and vector database.

## Content

## Flask Application Design and Extensions

- [Flask + Celery example](https://github.com/pallets/flask/tree/main/examples/celery): Use Celery for distributed background tasks

- [Flask SQLAlchemy](https://flask-sqlalchemy.palletsprojects.com/en/3.1.x/quickstart): Object Relational Mapper (ORM) pattern to define database patterns and relationships

- [Flask BCrypt](https://flask-bcrypt.readthedocs.io/en/1.0.1/): Hash password for database storage, compare hash for login function

- [Flask JWT Extended](https://flask-jwt-extended.readthedocs.io/en/stable/index.html)

    - [Implicit Cookie Refresh](https://flask-jwt-extended.readthedocs.io/en/stable/refreshing_tokens.html#implicit-refreshing-with-cookies): Use cookies to store JWT token for web application authorization

    - [Explicity Token Refresh](https://flask-jwt-extended.readthedocs.io/en/stable/refreshing_tokens.html#token-freshness-pattern): Use refresh token pattern for API authorization

- [Flask Unit Testing (pytest)](https://flask.palletsprojects.com/en/1.1.x/testing/): Unit tests for flask views, commands and extensions

## Build and Test

Run pre-commit hooks for formatting:

`poetry run pre-commit run --all-files --verbose --show-diff-on-failure`