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Delete app.py
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app.py
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import streamlit as st
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import nltk
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from nltk.tree import Tree
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from nltk import pos_tag, word_tokenize
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from nltk.parse import CoreNLPParser
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import os
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import base64
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from graphviz import Source
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# Ensure necessary NLTK resources are downloaded
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nltk.download('punkt')
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nltk.download('averaged_perceptron_tagger')
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# Define a function to generate and render a syntax tree
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def generate_syntax_tree(sentence):
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# Tokenize and part-of-speech tag the sentence
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tokens = word_tokenize(sentence)
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tagged_tokens = pos_tag(tokens)
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# Use NLTK's CoreNLPParser to parse the sentence
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parser = CoreNLPParser(url='http://localhost:9000') # Make sure CoreNLP server is running
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parsed_tree = next(parser.parse(tagged_tokens))
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# Convert the tree to a DOT format for visualization
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dot_format = parsed_tree._repr_svg_()
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return dot_format
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# Function to display syntax tree image
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def display_tree(dot_format):
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src = Source(dot_format)
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svg = src.pipe(format='svg')
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svg_base64 = base64.b64encode(svg).decode('utf-8')
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svg_html = f"<div style='width:100%;height:100%;'><img src='data:image/svg+xml;base64,{svg_base64}'></div>"
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return svg_html
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# Set up the Streamlit interface
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st.title("Syntax Tree Generator for English")
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sentence = st.text_input("Enter a sentence:", "")
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if sentence:
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try:
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dot_format = generate_syntax_tree(sentence)
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svg_html = display_tree(dot_format)
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st.markdown(svg_html, unsafe_allow_html=True)
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except Exception as e:
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st.error(f"An error occurred: {e}")
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