Autonomous agent for building the python app using OpenAI with AGI concept
Project description
pyAGI
pyAGI is a Python package designed to create an autonomous agent for your Python application. It interfaces with OpenAI models and uses a chain of prompts to guide the AI in generating a variety of content, including application descriptions, architecture outlines, user experience flows, and even example code. This is accomplished using the langchain framework for creating chains of language models.
Features
- Supports several OpenAI models, including a range of GPT-3 and Davinci models.
- Provides functionality for generating:
Application descriptions
- Software architecture outlines
- User experience flows
- Code flow descriptions
- Coding steps
- Application code
Installation
To install pyAGI (https://pypi.org/project/pyAGI/), use pip:
pip install pyAGI
Usage
After installing, you can use pyAGI to generate content for your application as follows:
from pyAGI.pyagi import PyAGI
Create a PyAGI instance with a selected OpenAI model
py_agi = PyAGI.create_llm_chain(selected_model="text-davinci-003")
# Run the PyAGI instance with the objective
py_agi({"objective": "Your Objective", "selected_model": "text-davinci-003"})
Usage without installing the pip package
python main.py "Objective of your app" "OpenAI Model"
For example:
python main.py "Build a weather app" "text-davinci-003"
Available Models
Currently supported models:
- "text-davinci-002",
- "text-davinci-003",
- "gpt-3.5-turbo",
- "gpt-3.5-turbo-0301",
- "text-curie-001",
- "text-babbage-001",
- "text-ada-001"
Upcoming models:
- "gpt-4",
- "gpt-4-0314",
- "gpt-4-32k",
- "gpt-4-32k-0314"
Please note that upcoming models will not be supported until released.
Contributing
Contributions are welcome! Please open an issue if you encounter a bug, or a pull request if you have improvements to the existing code.
License
This project is licensed under the MIT License.
Project details
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