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agt-0.6.4
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تبلیغات ما
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مشاهده بیشتر
تبلیغات ما
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مشاهده بیشترتوضیحات
Modular composable chatbot development
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | agt-0.6.4 |
| نام | agt |
| نسخه کتابخانه | 0.6.4 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Chen Buskilla |
| ایمیل نویسنده | chen@buskilla.com |
| آدرس صفحه اصلی | https://github.com/ConversationalComponents/agent |
| آدرس اینترنتی | https://pypi.org/project/agt/ |
| مجوز | GPLv3 |
[](https://discord.gg/8NCdM3X)
# Agent (agt)
Agent is a high-level toolkit for building chatbots using conversational components.
Try Agent if you want to make your chatbot modular using composable components.
- [Installation](#installation)
- [Getting Started](#getting-started)
- [Channels](#channels)
- [NLU](#basic-language-understanding)
## Installation
```bash
# optional: create a virtual environment
python3 -m venv myvenv
source myvenv/bin/activate
# install agt
pip3 install agt
```
#### Additional dependecies
You may want to install dependencies to connect to channels such as telegram and discord or share components on cocohub.
Available dependecies
- discord - to connect your bot/component to discord
- telegram - to connect your bot/component to telegram
- msbf - to connect your bot/component to microsoft bot framework
- vendor - publish component on cocohub
- dsl - Hy DSL for nicer syntax when building components/nlu
Examples:
```bash
pip install agt[telegram]
# or for multiple dependecies
pip install agt[telegram,dsl]
```
## Getting Started
### Create your first bot
Agent components are python coroutines (note the `async def`)
We take `state` as the first parameter - which is an object that allow us to interact with the environment the component/bot is running on
```python
async def mybot(state):
# state.user_input() waits for the next user input
user_input = await state.user_input()
# state.say sends a response
await state.say(user_input)
```
Paste this code in a file called example.py
### Try it in the terminal
```bash
python3 -m agt example.mybot
```
## Channels
Connecting to channels is easy and just requires using regular Agent components
### Telegram
Make sure to install agt with telegram support - `pip install agt[telegram]`
Create a new bot and get telegram token from Telegram botfather using this guide: https://core.telegram.org/bots#6-botfather
```bash
export TELEGRAM_TOKEN=<Your telegram bot token>
python3 -m agt.channels.telegram example.mybot
```
### Discord
Make sure to install agt with discord support - `pip install agt[discord]`
Create a new bot account and get a token using this guide:
https://discordpy.readthedocs.io/en/latest/discord.html
```bash
export DISCORD_KEY=<Your discord bot token>
python3 -m agt.channels.discord example.mybot
```
### Microsoft bot framework
Make sure to install agt with microsoft bot framework support - `pip install agt[msbf]`
```bash
export MicrosoftAppId=<Your bot Microsft App Id>
export MicrosoftAppPassword=<Your bot Microsoft App Password>
python3 -m agt.channels.msbf example.mybot
```
## Basic Language Understanding
Inside agt.nlu we have simple patterns to regex compiler to perform basic understanding tasks
Compile simple word patterns to regex
Some Examples:
```python
intent = Intent(
Pattern("the", "boy", "ate", "an", "apple")
)
assert intent("the boy ate an apple") == True
assert intent("the boy ate an orange") == False
intent = Intent(
Pattern("the", "boy", "ate", "an", AnyWords(min=1, max=1))
)
assert intent("the boy ate an apple") == True
assert intent("the boy ate an orange") == True
intent = Intent(
Pattern("the", Words("boy", "girl"), "ate", "an", AnyWords(min=1, max=1))
)
assert intent("the boy ate an apple") == True
assert intent("the boy ate an orange") == True
assert intent("the girl ate an orange") == True
assert intent("the girl ate a banana") == False
intent = Intent(
Pattern("the", ("boy", "girl"), "ate", WordsRegex(r"an?"), AnyWords(min=1, max=1))
)
assert intent("the boy ate an apple") == True
assert intent("the boy ate an orange") == True
assert intent("the girl ate an orange") == True
assert intent("the girl ate a banana") == True
assert intent("a nice boy ate an apple") == False
intent = Intent(
Pattern(WILDCARD, Words("boy", "girl"), "ate", WordsRegex(r"an?"), AnyWords(min=1, max=1))
)
assert intent("a nice boy ate an apple") == True
```
`Pattern` takes sentence elements and translate each one to optmized regular expression.
`Intent` groups multiple patterns so if any of the patterns match the intent evals to `True`
نیازمندی
| مقدار | نام |
|---|---|
| >=0.1.11 | coco-sdk[async] |
| - | aioconsole |
| - | pydantic |
| - | typer |
| - | pyyaml |
| - | python-dotenv |
| - | discord.py |
| - | hy |
| - | botbuilder-core |
| - | aiogram |
| - | sanic |
| - | python-dotenv |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.6 | Python |
نحوه نصب
نصب پکیج whl agt-0.6.4:
pip install agt-0.6.4.whl
نصب پکیج tar.gz agt-0.6.4:
pip install agt-0.6.4.tar.gz