Update app.py

app.py

@@ -1,27 +1,55 @@
-from flask import Flask, request, render_template
-import requests
-import json
+import gradio as gr
+from bs4 import BeautifulSoup
+from nltk.tokenize import word_tokenize
+from nltk.corpus import wordnet
+import random
 
+def paraphrase_text(text):
+    # Tokenize the text
+    tokens = word_tokenize(text)
+    # Create a list to hold the paraphrased words
+    paraphrased_tokens = []
+    for token in tokens:
+        # Check if the token is a word
+        if token.isalpha():
+            # Get the synonyms of the word
+            synonyms = []
+            for syn in wordnet.synsets(token):
+                for lemma in syn.lemmas():
+                    if lemma.name() != token:
+                        synonyms.append(lemma.name())
+            # If there are synonyms available, choose a random one
+            if synonyms:
+                paraphrased_word = random.choice(synonyms)
+            # If no synonyms are available, use the original word
+            else:
+                paraphrased_word = token
+        # If the token is not a word, use it as-is
+        else:
+            paraphrased_word = token
+        # Add the paraphrased word to the list
+        paraphrased_tokens.append(paraphrased_word)
+    # Join the paraphrased tokens back into a string
+    paraphrased_text = ' '.join(paraphrased_tokens)
+    return paraphrased_text
 
-app = Flask(__name__)
+def paraphrase_html(html_text):
+    # Parse the HTML using BeautifulSoup
+    soup = BeautifulSoup(html_text, 'html.parser')
+    # Find all the text nodes in the HTML
+    text_nodes = soup.find_all(text=True)
+    # Paraphrase the text nodes
+    for node in text_nodes:
+        node.replace_with(paraphrase_text(node.string))
+    # Return the paraphrased HTML
+    paraphrased_html = str(soup)
+    return paraphrased_html
 
-@app.route('/')
-def index():
-    return render_template('index.html')
+inputs = gr.inputs.Textbox(label="Enter HTML text to paraphrase")
+outputs = gr.outputs.HTML(label="Paraphrased HTML")
 
-@app.route('/paraphrase', methods=['POST'])
-def paraphrase():
-    text = request.form['text']
-    headers = {
-        'Content-Type': 'application/json',
-    }
-    data = {"text": text}
-    response = requests.post('https://api.openai.com/v1/engines/paraphrase/jobs', headers=headers, json=data)
-    if response.status_code == 200:
-        response_text = response.json()['choices'][0]['text']
-        return render_template('paraphrase.html', response_text=response_text)
-    else:
-        return 'An error occured'
+title = "HTML Paraphraser"
+description = "Enter HTML text and get a paraphrased version in HTML format."
+examples = [["<p>This is some <b>HTML</b> text to paraphrase.</p>"]]
 
-if __name__ == '__main__':
-    app.run(host="0.0.0.0", port=7860)
+gr.Interface(paraphrase_html, inputs, outputs, title=title, description=description, examples=examples).launch()