Update app.py

app.py

@@ -36,7 +36,7 @@ def ensure_languagetool_server():
 def initialize_language_tool():
     try:
         st.write("Initializing LanguageTool...")
-        ensure_languagetool_server()  # Ensure server files are present
+        ensure_languagetool_server()
         tool = language_tool_python.LanguageTool('en-US')
         st.write("LanguageTool initialized successfully.")
         return tool
@@ -48,7 +48,7 @@ def initialize_language_tool():
 install_java()
 
 # Initialize Groq client
-GROQ_API_KEY = "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"  # Replace with your Groq API key
+GROQ_API_KEY = "your-groq-api-key"  # Replace with your Groq API key
 os.environ["GROQ_API_KEY"] = GROQ_API_KEY
 client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
 
@@ -69,13 +69,9 @@ def add_human_noise(output_text):
     filler_words = ["uh,", "um,", "so,", "well,", "I guess,"]
     sentences = output_text.split(". ")
     noisy_sentences = [
-        f"{random.choice(noise_phrases)} {sentence}" if random.random() < 0.25 else sentence
+        f"{random.choice(noise_phrases)} {sentence}" if random.random() < 0.2 else sentence
         for sentence in sentences
     ]
-    noisy_sentences = [
-        f"{sentence} {random.choice(filler_words)}" if random.random() < 0.2 else sentence
-        for sentence in noisy_sentences
-    ]
     return ". ".join(noisy_sentences)
 
 def adjust_sentence_structure(output_text):
@@ -84,7 +80,7 @@ def adjust_sentence_structure(output_text):
 
     for sentence in sentences:
         words = sentence.split()
-        if len(words) > 12:
+        if len(words) > 15:
             split_point = random.randint(len(words) // 3, 2 * len(words) // 3)
             adjusted_sentences.append(" ".join(words[:split_point]) + ", you know,")
             adjusted_sentences.append(" ".join(words[split_point:]))
@@ -102,8 +98,8 @@ def check_grammar(output_text):
 
 def refine_humanization(output_text, tone, iteration):
     refinement_prompt = (
-        f"Refine the following text to feel natural, slightly imperfect, and conversational. "
-        f"Ensure it sounds human and matches a {tone} tone. Here's the text: {output_text}"
+        f"Refine the following text to sound natural, slightly imperfect, and conversational. "
+        f"Ensure it aligns with a {tone} tone: {output_text}"
     )
     try:
         refinement_response = client.chat.completions.create(
@@ -113,12 +109,11 @@ def refine_humanization(output_text, tone, iteration):
         )
         refined_text = refinement_response.choices[0].message.content.strip()
 
-        # Apply noise and adjust structure in subsequent iterations
         if iteration > 1:
             refined_text = add_human_noise(refined_text)
             refined_text = adjust_sentence_structure(refined_text)
 
-        return check_grammar(refined_text)  # Ensure final grammar correctness
+        return check_grammar(refined_text)
     except Exception:
         return output_text  # Return original output if refinement fails