Awesome
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:
https://github.com/kristoferlund/duet-gpt/assets/9698363/147bdf9d-28df-4421-9297-05abfeb53142
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