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.gitignore

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+# Default ignored files
+/shelf/
+/workspace.xml

CG_AI.iml

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+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

README.md

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+# Chhattisgrhi_AI

UI.py

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+import os
+import asyncio
+import torch
+import streamlit as st
+from transformers import MBartForConditionalGeneration, MBart50TokenizerFast
+from googletrans import Translator
+import langdetect
+
+# ✅ Disable file watching for PyTorch compatibility with Streamlit
+os.environ["STREAMLIT_WATCH_FILE_SYSTEM"] = "false"
+
+# ✅ Fix for asyncio event loop crash on Windows
+try:
+    asyncio.get_running_loop()
+except RuntimeError:
+    asyncio.set_event_loop(asyncio.new_event_loop())
+
+# ✅ Load Fine-Tuned Chhattisgarhi Translation Model
+model_path = "chhattisgarhi_translator"
+model = MBartForConditionalGeneration.from_pretrained(model_path)
+tokenizer = MBart50TokenizerFast.from_pretrained(model_path, src_lang="hi_IN", tgt_lang="hne_IN")
+translator = Translator()
+
+# ✅ Detect Language
+def detect_language(text):
+    try:
+        return langdetect.detect(text)
+    except:
+        return "unknown"
+
+# ✅ Translate English → Hindi
+def translate_english_to_hindi(text):
+    translated = translator.translate(text, src="en", dest="hi")
+    return translated.text
+
+# ✅ Translate Hindi → Chhattisgarhi
+def translate_hindi_to_chhattisgarhi(text):
+    sentences = text.split("।")  # Sentence splitting
+    translated_sentences = []
+
+    for sentence in sentences:
+        sentence = sentence.strip()
+        if sentence:
+            inputs = tokenizer(sentence, return_tensors="pt", truncation=True, padding="longest", max_length=256)
+            with torch.no_grad():
+                translated_ids = model.generate(**inputs, max_length=256, num_beams=5, early_stopping=True)
+            translated_text = tokenizer.decode(translated_ids[0], skip_special_tokens=True)
+            translated_sentences.append(translated_text)
+
+    return " । ".join(translated_sentences)
+
+# ✅ Streamlit UI
+st.title("English/Hindi to Chhattisgarhi Translator 🗣️")
+st.write("Enter an English or Hindi sentence and get its translation in Chhattisgarhi.")
+
+user_input = st.text_area("Enter text:")
+
+if st.button("Translate"):
+    if user_input.strip():
+        lang = detect_language(user_input)
+
+        if lang == "en":
+            hindi_text = translate_english_to_hindi(user_input)
+            chhattisgarhi_text = translate_hindi_to_chhattisgarhi(hindi_text)
+            st.success(f"**Hindi Translation**:\n{hindi_text}")
+            st.success(f"**Chhattisgarhi Translation**:\n{chhattisgarhi_text}")
+
+        elif lang == "hi":
+            chhattisgarhi_text = translate_hindi_to_chhattisgarhi(user_input)
+            st.success(f"**Chhattisgarhi Translation**:\n{chhattisgarhi_text}")
+
+        else:
+            st.error("❌ Unable to detect language. Please enter text in English or Hindi.")
+    else:
+        st.warning("⚠ Please enter some text before translating.")

misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.11" project-jdk-type="Python SDK" />
+</project>

modules.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/CG_AI.iml" filepath="$PROJECT_DIR$/.idea/CG_AI.iml" />
+    </modules>
+  </component>
+</project>

workspace.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
+  <component name="ChangeListManager">
+    <list default="true" id="e1157a84-ee63-4ab7-b24d-a01a2a59a7a8" name="Changes" comment="" />
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="MarkdownSettingsMigration">
+    <option name="stateVersion" value="1" />
+  </component>
+  <component name="ProjectColorInfo"><![CDATA[{
+  "associatedIndex": 5
+}]]></component>
+  <component name="ProjectId" id="30lKEO9s3RKvJURUZuQsiANbyKE" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "RunOnceActivity.OpenProjectViewOnStart": "true",
+    "RunOnceActivity.ShowReadmeOnStart": "true",
+    "last_opened_file_path": "C:/Users/asus/Desktop/CG_AI"
+  }
+}]]></component>
+  <component name="SharedIndexes">
+    <attachedChunks>
+      <set>
+        <option value="bundled-python-sdk-50da183f06c8-d3b881c8e49f-com.jetbrains.pycharm.community.sharedIndexes.bundled-PC-233.13135.95" />
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+  </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="e1157a84-ee63-4ab7-b24d-a01a2a59a7a8" name="Changes" comment="" />
+      <created>1754196607008</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1754196607008</updated>
+    </task>
+    <servers />
+  </component>
+</project>