DuetGPT

🎉 News: DuetGPT no longer uses langchain but instead OpenAI functions. This means a significant improvement in reliability and performance.

DuetGPT is an experimental AI powered CLI tool and semi-autonomous agent that helps developers with coding tasks and file system tasks. The developer describes tasks to the AI who then issues commands or follow-up questions for clarification. After approval by the developer, DuetGPT automatically executes the commands issued by the AI.

DuetGPT also does really well as a general bash helper.

Works with OpenAI models:

gpt-3.5-turbo-0613 (does not produce any great code though)
gpt-4-0613

Example tasks:

Refactor index.js: add inline comments, improve variable naming.
Write a bash script that lists all cars in the database.
Find all files in current directory and subdirectories that contain the word "DuetGPT"
Write a PR description based on the commit messages in the PR.

DuetGPT builds on OpenAI's GPT-4 language model and uses its conversational capabilities to engage in a two-way conversation with the developer. It uses the newly released feature of the OpenAI API that allows the AI to make function calls.

⚠️ DuetGPT has no guardrails! Make sure you understand the commands given by the AI before executing them. ⚠️

Here is a 30 second demo, use DuetGPT to build a Node.js app that draws a mandelbrot fractal using ASCII characters to the console:

mandelbrot.mp4

Setup

Install the DuetGPT CLI tool globally using npm:

npm install -g duet-gpt

Usage

To start DuetGPT, run the following command:

duet-gpt

You will be prompted to enter your OpenAI API key. You can find your API key on the OpenAI dashboard.

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| (_| | |_| |  __/ || (_| | |_) | |_
 \__,_|\__,_|\___|\__\__, | .__/ \__|
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                     |___/|_|

┌  DuetGPT
│
◆  Please enter your OpenAI API key:
│  sk-XXX…
└

Setup for development

Clone the repository.
Install dependencies:

npm install

Run DuetGPT using yarn:

npm start

Sample interaction

For the purposes of illustrating how interactions work, I chose a super simple task. Let's say you want to add .yarn/cache to .gitignore. Here is how to ask DuetGPT to help you with that:

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    | |          | |            | |
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 / _` | | | |/ _ \ __/ _` | '_ \| __|
| (_| | |_| |  __/ || (_| | |_) | |_
 \__,_|\__,_|\___|\__\__, | .__/ \__|
                      __/ | |
                     |___/|_|

┌  DuetGPT
│
◇  LLM and memory started
│
┌ 🤖 ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│                                                                                                                            │
│                                                                                                                            │
│    My mission is to collaborate with you as a developer by providing specific bash or file modification commands to help   │
│    you complete your development-related tasks, while effectively engaging in two-way interactions.                        │
│                                                                                                                            │
│                                                                                                                            │
└────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
│
◇  What would you like to do?
│  Add .yarn/cache to .gitignore
│
◇  AI response received
│
┌ 🤖 ────────────────────────────────────────────────────────────────────────┐
│                                                                            │
│                                                                            │
│    First, I need to check if .gitignore exists in the current directory.   │
│                                                                            │
│     § BASH                                                                 │
│                                                                            │
│     1 ls .gitignore                                                        │
│                                                                            │
│                                                                            │
└────────────────────────────────────────────────────────────────────────────┘
│
◇  What would you like to do?
│  Run command
│
┌ 💻 ────────────┐
│                │
│   .gitignore   │
│                │
└────────────────┘
│
◇  AI response received
│
┌ 🤖 ────────────────────────────────────────────────────────────────────┐
│                                                                        │
│                                                                        │
│    I will now append '.yarn/cache' to your existing .gitignore file.   │
│                                                                        │
│     § BASH                                                             │
│                                                                        │
│     1 echo ".yarn/cache" >> .gitignore                                 │
│                                                                        │
│                                                                        │
└────────────────────────────────────────────────────────────────────────┘
│
◇  What would you like to do?
│  Run command
│
┌ 💻 ────┐
│        │
│   OK   │
│        │
└────────┘
│
◆  What would you like to do?
│  Not sure
└

Known issues

When proposing changes to large files, the AI may return incomplete results. The gpt-4 context window is limited, DuetGPT works best with small files - one function per file is ideal.

Contributing

Contributions are welcome! Please open an issue or submit a pull request.

Author

kristofer@fmckl.se
Twitter: @kristoferlund
Discord: kristofer#1475

License

MIT

kristoferlund / duet-gpt