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[![codecov](https://codecov.io/gh/atlassistant/chatl/branch/master/graph/badge.svg)](https://codecov.io/gh/atlassistant/chatl) [![npm version](https://badge.fury.io/js/chatl.svg)](https://badge.fury.io/js/chatl) [![pypi version](https://badge.fury.io/py/pychatl.svg)](https://badge.fury.io/py/pychatl) [![License](https://img.shields.io/badge/License-GPL%20v3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)\n===\n\nTiny DSL used to generates training dataset for NLU engines (currently `snips-nlu` and `rasa nlu`). Heavily inspired by [chatito](https://github.com/rodrigopivi/Chatito).\n\n## DSL specifications\n\n```\n# The chatl syntax is easy to understand.\n# With the `%` symbol, you define intents. Intent data can contains entity references\n# with the `@` and optional (using `?` as a suffix) synonyms with `~`.\n# Synonyms here will be used to generate variations of the given sentence.\n%[get_weather]\n  ~[greet?] what's the weather like in @[city] @[date]\n  ~[greet] will it rain in @[city] at @[date#hour]\n\n# With the `~`, you define synonyms used in intents and entities definitions.\n~[greet]\n  hi\n  hey\n\n~[new york]\n  ny\n  nyc\n  the big apple\n\n# With the `@`, you define entities.\n@[city]\n  paris\n  rouen\n  ~[new york]\n\n# You can define properties on intents, entities and synonyms.\n# Depending on the dataset you want to generate, some props may be used\n# by the adapter to convey specific meanings.\n@[date](type=datetime, another=`property backticked`)\n  tomorrow\n  this weekend\n  this evening\n\n# You can define entity variants with the `#` symbol. Variants will be merge with\n# the entity it references but is used to provide different values when\n# generating intent sentences.\n@[date#hour]\n  ten o'clock\n  noon\n\n```\n\n## Adapters\n\nFor now, only the [snips adapter](https://github.com/snipsco/snips-nlu) and [rasa nlu](https://github.com/RasaHQ/rasa) has been done. Here is a list of adapters and their respective properties:\n\n|  adapter       | snips | rasa |\n|----------------|-------|------|\n| type (1)       | ✔️     | ✔️   |\n| extensible (2) | ✔️     | ❌   |\n| strictness (3) | ✔️     | ❌   |\n| regex (4)      | ️️❌️     | ✔️   |\n\n1. Specific type of the entity to use (such as datetime, temperature and so on). For `snips`, if the given entity name could not be found in the chatl declaration, it will assume its a builtin one (supported types are [listed here](https://github.com/snipsco/snips-nlu-ontology#supported-builtin-entities) without the `snips/` prefix). 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