kyaukyuai/gpt-all-star — 233 Stars

Topics

#ai #autonomous-agent #codebase-generation #codegen #coding-assistant #developer-tools #gpt-4 #gpt-4o #langchain #langgraph #research-project

Language breakdown

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README

AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents. This is a research-project, and its primary value is to explore the possibility of autonomous AI agents.

🏛 Concept

Build Team, Build App: Simply organize your team and decide on what to build.
AI Agent Collaboration: Assemble a group of AI agents and work together to carry out the steps.

1. Choose the right ｌeader for each step. 2. Leaders create a plan of action for each step. 3. Work with team members to complete every task in the action plan.

🐳 Getting Started

For User

Installation

$ pip install gpt-all-star

Set the GPT ALL STAR environment variables

$ export OPENAIAPIMODEL=gpt-4o
$ export OPENAIAPIKEY=<your-openai-api-key>

Fun GPT ALL STAR

$ gpt-all-star

For Developer

:bulb: While it's entirely feasible to launch the application on your local machine directly, we strongly recommend using Docker for starting up the application.

Clone the repository

$ git clone git@github.com:kyaukyuai/gpt-all-star.git

Edit the .env file

$ mv .env.sample .env

# OPENAI or AZURE or ANTHROPIC
ENDPOINT=OPENAI
USE when ENDPOINT=OPENAI
OPENAIAPIMODEL=gpt-4o
OPENAIAPIKEY=<your-openai-api-key>
USE when ENDPOINT=AZURE
AZUREOPENAIAPI_KEY=<your-azure-openai-api-key>
AZUREOPENAIAPI_VERSION=2024-05-01-preview
AZUREOPENAIAPI_MODEL=<your-azure-openai-api-model>
AZUREOPENAIDEPLOYMENT_NAME=<your-azure-openai-deployment-name>
AZUREOPENAIENDPOINT=https://<your-azure-openai-endpoint>.openai.azure.com/
USE when ENDPOINT=ANTHROPIC
ANTHROPICAPIKEY=<your-anthropic-api-key>
ANTHROPIC_MODEL=<your-anthropic-model-name>
LangSmith
LANGCHAINTRACINGV2=true
LANGCHAIN_ENDPOINT=https://api.smith.langchain.com
LANGCHAINAPIKEY=<your-langchain-api-key>
LANGCHAIN_PROJECT=<your-langchain-project>
This is an environment variable to use if you want to manage the code you want to generate with gpt-all-star on GitHub.
GITHUB_ORG=<your-github-org>
GITHUB_TOKEN=<your-github-token>

Run docker compose build and docker compose up

$ make build
$ make up

Open the web terminal port 7681

Open: http://localhost:7681

Install dependencies

$ poetry install

Start GPT ALL STAR

$ poetry run gpt-all-star

$ poetry run gpt-all-star --help Usage: gpt-all-star [OPTIONS]

╭─ Options ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ │ --step -s [none|default|build|specification|system_design|development Step to be performed [default: StepType.DEFAULT] │ │ |entrypoint|ui_design|healing] │ │ --project_name -p TEXT Project name [default: None] │ │ --japanese_mode -j Japanese mode │ │ --review_mode -r Review mode │ │ --debug_mode -d Debug mode │ │ --planandsolve Plan-and-Solve Prompting │ │ --install-completion [bash|zsh|fish|powershell|pwsh] Install completion for the specified shell. [default: None] │ │ --show-completion [bash|zsh|fish|powershell|pwsh] Show completion for the specified shell, to copy it or │ │ customize the installation. │ │ [default: None] │ │ --help Show this message and exit. │ ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

Edit the team members

If you want to change the team members, edit the gptallstar/agents.yml file.

🕴 Current Situation

This is a research project and the main focus is currently on validating Client Web Applications in React and ChakraUI using JavaScript. We would like to test other languages and libraries as well and welcome contributions.

🧑‍💻️ UI Project

gpt-all-star-ui is a web application that uses gpt-all-star as a backend. It's a simple web application that allows you to use gpt-all-star as a service.