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https://github.com/kristoferlund/duet-gpt
A conversational semi-autonomous developer assistant. AI pair programming without the copypasta.
https://github.com/kristoferlund/duet-gpt
agent ai assistant cli gpt gpt-4 llm openai
Last synced: 2 months ago
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A conversational semi-autonomous developer assistant. AI pair programming without the copypasta.
- Host: GitHub
- URL: https://github.com/kristoferlund/duet-gpt
- Owner: kristoferlund
- License: mit
- Created: 2023-05-25T08:27:01.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2023-06-19T13:12:11.000Z (about 1 year ago)
- Last Synced: 2024-04-15T05:05:19.630Z (2 months ago)
- Topics: agent, ai, assistant, cli, gpt, gpt-4, llm, openai
- Language: TypeScript
- Homepage:
- Size: 5.49 MB
- Stars: 155
- Watchers: 6
- Forks: 14
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Lists
- awesome-langchain - DuetGPT - autonomous developer assistant, AI pair programming without the copypasta.  (Tools / Agents)
- awesome-langchain-zh - DuetGPT - gpt?style=social): 一个半自主的对话式开发助手，AI配对编程，无需复制粘贴。 (工具 / 代理)
- awesome-agents - DuetGPT - autonomous developer assistant, AI pair programming without the copypasta.  (Langchain Agents)
- awesome-ChatGPT-repositories - duet-gpt - A conversational semi-autonomous developer assistant. AI pair programming without the copypasta. (CLIs)
README
# DuetGPT
**🎉 News:** DuetGPT no longer uses langchain but instead [OpenAI functions](https://openai.com/blog/function-calling-and-other-api-updates). 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](https://openai.com/blog/function-calling-and-other-api-updates).
### ⚠️ 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:
```bash
npm install -g duet-gpt
```
## Usage
To start DuetGPT, run the following command:
```bash
duet-gpt
```
You will be prompted to enter your OpenAI API key. You can find your API key on the [OpenAI dashboard](https://platform.openai.com/account/api-keys).
```bash
_ _ _
| | | | | |
__| |_ _ ___| |_ __ _ _ __ | |_
/ _` | | | |/ _ \ __/ _` | '_ \| __|
| (_| | |_| | __/ || (_| | |_) | |_
\__,_|\__,_|\___|\__\__, | .__/ \__|
__/ | |
|___/|_|
┌ DuetGPT
│
◆ Please enter your OpenAI API key:
│ sk-XXX…
└
```
## Setup for development
1. Clone the repository.
2. Install dependencies:
```bash
npm install
```
3. Run DuetGPT using yarn:
```bash
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:
```
_ _ _
| | | | | |
__| |_ _ ___| |_ __ _ _ __ | |_
/ _` | | | |/ _ \ __/ _` | '_ \| __|
| (_| | |_| | __/ || (_| | |_) | |_
\__,_|\__,_|\___|\__\__, | .__/ \__|
__/ | |
|___/|_|
┌ 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
- [[email protected]](mailto:[email protected])
- Twitter: [@kristoferlund](https://twitter.com/kristoferlund)
- Discord: kristofer#1475
## License
[MIT](LICENSE)