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https://github.com/modernice/jotbot
JotBot generates the missing code documentation for your Go and TypeScript projects. Powered by AI.
https://github.com/modernice/jotbot
ai chat chatgpt documentation generator gpt gpt-3 gpt-35-turbo gpt-4 openai ts typescript
Last synced: about 1 month ago
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JotBot generates the missing code documentation for your Go and TypeScript projects. Powered by AI.
- Host: GitHub
- URL: https://github.com/modernice/jotbot
- Owner: modernice
- License: mit
- Created: 2023-04-20T01:54:29.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-05-14T12:37:10.000Z (4 months ago)
- Last Synced: 2024-06-10T05:32:56.931Z (3 months ago)
- Topics: ai, chat, chatgpt, documentation, generator, gpt, gpt-3, gpt-35-turbo, gpt-4, openai, ts, typescript
- Language: Go
- Homepage:
- Size: 1020 KB
- Stars: 33
- Watchers: 1
- Forks: 1
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
README
# JotBot - AI-powered code documentation
[](https://pkg.go.dev/github.com/modernice/jotbot)
[](https://github.com/modernice/jotbot/actions/workflows/test.yml)
[](https://github.com/modernice/jotbot/actions/workflows/jotbot-ts.yml)
`JotBot` seamlessly auto-generates code documentation for your Go and TypeScript
projects, bridging the gap between comprehensive code and insightful documentation.
~~The documentation of this repository was entirely generated by JotBot using
`gpt-4` but currently (2023/07/18) I get the best results using `gpt-3.5-turbo`.~~
~~OpenAI's `gpt-3.5` and `gpt-4` models demonstrate fluctuations in quality over time.
Determining which model excels at any given instance can be challenging, but `gpt-4` often yields more consistent results.~~
~~For general applications, I recommend using `gpt-3.5-turbo-16k` as a default,
and temporarliy switching to `gpt-4` in scenarios where `gpt-3.5` might fall
short.~~
`gpt-4-1106-preview` is the best model for generating documentation so far.
The default model of JotBot is `gpt-3.5-turbo` which is gives the best value
for money.
You can find generated TypeScript documentation in [packages/jotbot](./packages/jotbot).
## Quick Start
### Install
```
go install github.com/modernice/jotbot/cmd/jotbot@latest
```
#### Add TypeScript Support
```
npm i -g jotbot-ts@latest
pnpm i -g jotbot-ts@latest
```
### Use
Within your Go and/or TypeScript codebase, run:
```
jotbot generate --key OPENAI_API_KEY
```
---
## Features
- Generate documentation for Go and TypeScript codebases
- Customize glob patterns for included and excluded files
- Filter code symbols by matching regular expressions
- Limit the number of files to generate documentation for
- Run in dry mode to preview changes without applying them
- Control the AI model and token limits used for generating documentation
- Optionally commit changes to a Git branch
## Models
JotBot utilizes OpenAI's GPT models to generate documentation. By default,
JotBot uses the `gpt-3.5-turbo` model which provides good results at
a cost-effective rate. ~~However, the best results are produced by `gpt-4` and
`text-davinci-003`, which are 10-30x more expensive than `gpt-3.5-turbo`.~~
You are free to choose any model from the [OpenAI Docs](https://platform.openai.com/docs/models)
and pass it via the `--model|-m` flag:
```
jotbot generate -m text-davinci-003
```
## Installation
### Via `go install`
If you have Go installed, you can simply install JotBot using `go install`:
```
go install github.com/modernice/jotbot/cmd/jotbot@latest
```
### Standalone Binary
You can download the latest binary from the
[Releases](https://github.com/modernice/jotbot/releases/latest) page.
### TypeScript Support
To enable TypeScript (and JavaScript) support, you also need to install the
`jotbot-ts` npm package.
```
npm install -g jotbot-ts
pnpm install -g jotbot-ts
```
## Usage
To generate missing documentation for your codebase, run the following command:
```
jotbot generate [options]
```
By default, this command will find all Go and TypeScript (and JavaScript) files
in the current and nested directories and generate documentation for them.
Excluded from the search are by default:
- `**/.*/**`
- `**/dist/**`
- `**/node_modules/**`
- `**/vendor/**`
- `**/testdata/**`
- `**/test/**`
- `**/tests/**`
- `**/*.pb.go`
### To-Do
- [ ] Configurable OpenAI settings (temperature, top_p etc.)
- [ ] _Any ideas?_ [open an issue](//github.com/modernice/jotbot/issues) or [start a discussion](//github.com/modernice/jotbot/discussions)
## CLI options
```
jotbot --help
```
| Option | Description | Default |
|------------------------|-------------------------------------------------------------------------|----------------|
| `--root` | Root directory of the repository | `"."` |
| `--include, -i` | Glob pattern(s) to include files | |
| `--include-tests, -T` | Include TestXXX() functions (Go-specific) | |
| `--exclude, -e` | Glob pattern(s) to exclude files | |
| `--exclude-internal, -E` | Exclude 'internal' directories (Go-specific) | `true` |
| `--match` | Regular expression(s) to match identifiers | |
| `--symbol, -s` | Symbol(s) to search for in code (TS/JS-specific) | |
| `--clear, -c` | Force-clear comments in generation prompt (Go-specific) | |
| `--branch` | Branch name to commit changes to (leave empty to not commit) | |
| `--limit` | Limit the number of files to generate documentation for | `0` |
| `--dry` | Print the changes without applying them | `false` |
| `--model, -m` | OpenAI model used to generate documentation | `"gpt-3.5-turbo"` |
| `--maxTokens` | Maximum number of tokens to generate for a single documentation | `512` |
| `--parallel, -p` | Number of files to handle concurrently | `4` |
| `--workers` | Number of workers to use per file | `2` |
| `--override, -o` | Override existing documentation (Go-specific) | |
| `--key` | OpenAI API key | |
| `--verbose, -v` | Enable verbose logging | `false` |
## Screenshots
## License
[MIT](./LICENSE)