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https://github.com/frost-lord/documentor
Documentor is an AI-powered chatbot that self-evolves based on user responses, Train it to help with documentation, Make it do the hard work for you, let documentor answer common queries on your projects, github website etc!
https://github.com/frost-lord/documentor
ai deeplearning discord-bot discord-js neural-network
Last synced: 3 months ago
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Documentor is an AI-powered chatbot that self-evolves based on user responses, Train it to help with documentation, Make it do the hard work for you, let documentor answer common queries on your projects, github website etc!
- Host: GitHub
- URL: https://github.com/frost-lord/documentor
- Owner: Frost-Lord
- License: mit
- Created: 2023-09-29T08:28:25.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-14T09:48:23.000Z (6 months ago)
- Last Synced: 2024-08-14T11:22:58.991Z (6 months ago)
- Topics: ai, deeplearning, discord-bot, discord-js, neural-network
- Language: JavaScript
- Homepage:
- Size: 469 KB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
- License: LICENSE
Awesome Lists containing this project
README
# DOCUMENTOR
DOCUMENTOR is an AI-powered Discord bot designed for machine learning applications. It allows you to train, evaluate, and manage AI models directly within Discord. With a range of customizable settings, DOCUMENTOR aims to make AI accessible and functional for Discord communities.
## Features
### Commands
- **`export/import`**: Allows users to export and import both the model and the training dataset.
- **`help`**: Provides a comprehensive list of commands and their usage.
- **`model`**: Enables users to switch between older and newer trained models.
- **`predict`**: Given an input, predicts an output using the trained model.
- **`settings`**: Allows you to manage various settings like bot's response channel, answering in threads, enabling self-learning, and enable/disable the bot's response to prediction requests.
- **`status`**: Displays the current status of the AI model and the bot.
- **`train`**: Trains the bot on new data.
## Installation
To get started with DOCUMENTOR, you'll need to [install Node.js](https://nodejs.org/) and [npm](https://www.npmjs.com/). Then, you can clone this repository and install the necessary packages.
```bash
git clone https://github.com/Frost-Lord/DOCUMENTOR.git
cd DOCUMENTOR
npm install
npm start
```
# DOCUMENTOR To-Do List
This to-do list tracks the features and commands that need to be developed or improved in the DOCUMENTOR bot.
## Commands
### share
- [ ] Implement export functionality for the model + training dataset.
- [ ] Implement import functionality for the model + training dataset.
- [ ] Add error handling for unsuccessful import/export operations.
### status
- [ ] Implement a status command to show the bot's current state.
- [ ] Show the status of the currently selected model (idle, training, evaluating).
- [ ] Add the ability to show various statistics about the model (accuracy, loss, etc.).
## General Improvements
- [ ] Implement a logging system to keep track of commands and model changes.
- [ ] Optimize code for better performance.
- [ ] Add unit tests for critical functions.