https://github.com/shadmeoli/bot
A supervised learning chat bot based on intents
https://github.com/shadmeoli/bot
api-server chatbot ml vuejs
Last synced: 3 months ago
JSON representation
A supervised learning chat bot based on intents
- Host: GitHub
- URL: https://github.com/shadmeoli/bot
- Owner: shadmeoli
- Created: 2022-09-29T21:21:30.000Z (over 2 years ago)
- Default Branch: dev
- Last Pushed: 2023-08-21T08:13:49.000Z (almost 2 years ago)
- Last Synced: 2025-01-21T13:07:13.527Z (4 months ago)
- Topics: api-server, chatbot, ml, vuejs
- Language: Python
- Homepage: https://shopzetu.vercel.app
- Size: 460 KB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Simple Chat Bot
Here is a simple implementation of a chat bot using intents and naive bias to figure out the most relevant response to a prompt
## Tech Stack
**Client:** vue, typescript, TailwindCSS
**Server:** Python- FastAPI
**Model** Python - sklearn | numpy
## Run Locally
Clone the project
```bash
git clone [email protected]:shadmeoli/bot.git
```
Go to the project directory
```bash
cd bot
```
### Running server
Navigate to backend folder
```bash
cd backend
```
Install dependencies
```bash
pip3 install -r requirements.txt
```
Start the server
> using uvicorn
```bash
python3 main.py
```
> using Gunicorn and uvicorn workers
```bash
gunicorn main:app --workers 4 --worker-class uvicorn.workers.UvicornWorker --bind 0.0.0.0:80
```
> If you don't have an API client you can test and view all the URLs by opening the provided server URL from the logs and open swagger using ```https://0.0.0.0:8000/docs``` or alternatively you can use redoc to view the documentation of the API by substituting docs with **redoc**
### Running client
To run the client you can open a new terminal sessiona in the same bot folder and navigate to the fronten folder
```bash
cd frontend
```
You have to install the dependencies for node
>yarn
```bash
yarn
```
No run the client server powerd by vite
```bash
yarn dev
```
if you are using any other package manger you can check on how to install dependencies and initiate the dev server.
## Support
For support, email [email protected]
> Python : 3.8^ \
> vue: 3.0^ \
> Node: LTS 16^
## API Reference
#### Get all items
[API URL](https://shop-zetu-bot.onrender.com)
```bash
POST {API_URL}/api/v1/chat
```
| Parameter | Type |
| :-------- | :------- |
| `message` | `string` |