exernal gingerit library

app.py

@@ -6,6 +6,8 @@ import subprocess
 import nltk
 from nltk.corpus import wordnet
 from gensim import downloader as api
+
+# Import the custom GingerIt module
 from gingerit import GingerIt
 
 # Ensure necessary NLTK data is downloaded
@@ -132,4 +134,4 @@ with gr.Blocks() as interface:
     paraphrase_button.click(paraphrase_and_correct, inputs=text_input, outputs=output_text)
 
 # Launch the Gradio app
-interface.launch(debug=False)
+interface.launch(debug=False)

gingerit.py

@@ -0,0 +1,59 @@
+# -*- coding: utf-8 -*-
+import requests
+import cloudscraper
+
+
+URL = "https://services.gingersoftware.com/Ginger/correct/jsonSecured/GingerTheTextFull"  # noqa
+API_KEY = "6ae0c3a0-afdc-4532-a810-82ded0054236"
+
+
+class GingerIt(object):
+    def __init__(self):
+        self.url = URL
+        self.api_key = API_KEY
+        self.api_version = "2.0"
+        self.lang = "US"
+
+    def parse(self, text, verify=True):
+        session = cloudscraper.create_scraper()
+        request = session.get(
+            self.url,
+            params={
+                "lang": self.lang,
+                "apiKey": self.api_key,
+                "clientVersion": self.api_version,
+                "text": text,
+            },
+            verify=verify,
+        )
+        data = request.json()
+        return self._process_data(text, data)
+
+    @staticmethod
+    def _change_char(original_text, from_position, to_position, change_with):
+        return "{}{}{}".format(
+            original_text[:from_position], change_with, original_text[to_position + 1 :]
+        )
+
+    def _process_data(self, text, data):
+        result = text
+        corrections = []
+
+        for suggestion in reversed(data["Corrections"]):
+            start = suggestion["From"]
+            end = suggestion["To"]
+
+            if suggestion["Suggestions"]:
+                suggest = suggestion["Suggestions"][0]
+                result = self._change_char(result, start, end, suggest["Text"])
+
+                corrections.append(
+                    {
+                        "start": start,
+                        "text": text[start : end + 1],
+                        "correct": suggest.get("Text", None),
+                        "definition": suggest.get("Definition", None),
+                    }
+                )
+
+        return {"text": text, "result": result, "corrections": corrections}