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authorMalik Talha <talhamalik727x@gmail.com>2023-10-29 20:52:29 +0500
committerMalik Talha <talhamalik727x@gmail.com>2023-10-29 20:52:29 +0500
commit42a03d2550f60a8064078f19a743afb944f9ff69 (patch)
treec9a7b3d028737d5fecd2e05f69e1c744810ed5fb /agl_service_voiceagent/nlu/snips_interface.py
parenta10c988b5480ca5b937a2793b450cfa01f569d76 (diff)
Update voice agent service
Add new features such as an option to load service using an external config file, enhanced kuksa client, and a more robust mapper. Signed-off-by: Malik Talha <talhamalik727x@gmail.com> Change-Id: Iba3cfd234c0aabad67b293669d456bb73d8e3135
Diffstat (limited to 'agl_service_voiceagent/nlu/snips_interface.py')
-rw-r--r--agl_service_voiceagent/nlu/snips_interface.py38
1 files changed, 38 insertions, 0 deletions
diff --git a/agl_service_voiceagent/nlu/snips_interface.py b/agl_service_voiceagent/nlu/snips_interface.py
index f0b05d2..1febe92 100644
--- a/agl_service_voiceagent/nlu/snips_interface.py
+++ b/agl_service_voiceagent/nlu/snips_interface.py
@@ -19,10 +19,30 @@ from typing import Text
from snips_inference_agl import SnipsNLUEngine
class SnipsInterface:
+ """
+ SnipsInterface is a class for interacting with the Snips Natural Language Understanding Engine (Snips NLU).
+ """
+
def __init__(self, model_path: Text):
+ """
+ Initialize the SnipsInterface instance with the provided Snips NLU model.
+
+ Args:
+ model_path (Text): The path to the Snips NLU model.
+ """
self.engine = SnipsNLUEngine.from_path(model_path)
def preprocess_text(self, text):
+ """
+ Preprocess the input text by converting it to lowercase, removing leading/trailing spaces,
+ and removing special characters and punctuation.
+
+ Args:
+ text (str): The input text to preprocess.
+
+ Returns:
+ str: The preprocessed text.
+ """
# text to lower case and remove trailing and leading spaces
preprocessed_text = text.lower().strip()
# remove special characters, punctuation, and extra whitespaces
@@ -30,11 +50,29 @@ class SnipsInterface:
return preprocessed_text
def extract_intent(self, text: Text):
+ """
+ Extract the intent from preprocessed text using the Snips NLU engine.
+
+ Args:
+ text (Text): The preprocessed input text.
+
+ Returns:
+ dict: The intent extraction result as a dictionary.
+ """
preprocessed_text = self.preprocess_text(text)
result = self.engine.parse(preprocessed_text)
return result
def process_intent(self, intent_output):
+ """
+ Extract intent and slot values from Snips NLU output.
+
+ Args:
+ intent_output (dict): The intent extraction result from Snips NLU.
+
+ Returns:
+ tuple: A tuple containing the intent name (str) and a dictionary of intent actions (entity-value pairs).
+ """
intent_actions = {}
intent = intent_output['intent']['intentName']
slots = intent_output.get('slots', [])