qwikcrud 0.0.4

An AI-powered command-line tool that generates RESTful APIs and admin interfaces based on user prompts

qwikcrud

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qwikcrud is a powerful command-line tool designed to enhance your backend development experience by automating the generation of comprehensive REST APIs and admin interfaces. Say goodbye to the tedious task of writing repetitive CRUD (Create, Read, Update, Delete) endpoints when starting a new project, allowing developers to concentrate on the core business logic and functionality.

[!WARNING] The generated application is not ready for production use. Additional steps are required to set up a secure and production-ready environment.

Table of Contents

• Installation
• Quickstart
  • Environment variables
  • Usage
  • Generated Application stack
• Roadmap
• Contributing
• Acknowledgments
• License

Installation

pip install qwikcrud

Quickstart

Environment variables

Before running the command-line tool, ensure the following environment variables are configured:

Google

export GOOGLE_API_KEY="your_google_api_key"

OpenAI

export OPENAI_API_KEY="your_openai_api_key"
export OPENAI_MODEL="your_openai_model" # Defaults to "gpt-3.5-turbo-1106"

Usage

To generate your application, open your terminal, run the following command and follow the instructions:

Google

qwikcrud -o output_dir

OpenAI

qwikcrud -o output_dir --ai openai

Generated Application stack

• FastAPI
• SQLAlchemy v2
• Pydantic v2
• Starlette-admin
• SQLAlchemy-file

Examples

• Task Management (prompt, generated app)

Roadmap

qwikcrud is designed to support various frameworks and AI providers. Here's an overview of what has been accomplished and what is planned for the future:

Frameworks

• FastAPI + SQLAlchemy
  • Restful APIs
  • Admin interfaces
  • Authentication
• FastAPI + Beanie
• Spring Boot

AI providers

• Google (default)
• OpenAI
• Anthropic
• Ollama (self-hosted LLMs)

Pricing

qwikcrud makes one API call per prompt and add a system prompt of around 900 tokens to your prompt.

• Google: Currently free.
• OpenAI: With the default gpt-3.5-turbo model, each app generation costs approximately $0.003. The exact cost can vary slightly based on the model selected and the output length

Contributing

Contributions are welcome and greatly appreciated! If you have ideas for improvements or encounter issues, please feel free to submit a pull request or open an issue.

Acknowledgments

• The FastAPI + SQLAlchemy template is inspired by the excellent work in full-stack-fastapi-postgresql by [Sebastian Ramirez (tiangolo)].

License

qwikcrud is distributed under the terms of the Apache-2.0 license.