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import gradio as gr | |
import random | |
import nltk | |
from nltk.corpus import wordnet | |
import requests | |
# Download the Croatian WordNet data | |
nltk.download("wordnet") | |
nltk.download("omw") | |
nltk.download("omw-1.4") | |
# Function to get the English WordNet synset ID for a Croatian word | |
def get_english_synset_id(croatian_word): | |
# Convert the Croatian word to English WordNet synset IDs | |
synsets = wordnet.synsets(croatian_word, lang="hrv") | |
print(f"synsets: {synsets}") | |
# Check if any synsets were found | |
if synsets: | |
# Take the first synset (you can modify this to handle multiple synsets if needed) | |
hrv_synset = synsets[0] | |
english_synset_id = wordnet.synset_from_pos_and_offset("n", hrv_synset.offset()) | |
return english_synset_id | |
else: | |
return None | |
# Function to get definitions and images from web | |
def get_definition_and_image(word): | |
# Define the WordNet synset ID for the concept you're interested in | |
synset_id = get_english_synset_id(word) #"n07753592" # Replace with the synset ID you want | |
if not synset_id: return None | |
return word + ":\n" + synset_id.definition() or "" | |
# Function to randomly sample a noun or verb | |
def sample_word_and_display_info(dummy="dummy"): | |
is_noun = random.choice([True, False]) # Randomly choose noun or verb | |
if is_noun: | |
pos = "n" | |
else: | |
pos = "v" | |
# Get a random word of the chosen part of speech from the Croatian WordNet | |
word = random.choice(list(wordnet.all_lemma_names(pos, lang="hrv"))) | |
print(f"Word: {word}") | |
# Get the definition and image (change the function for your source) | |
definition = get_definition_and_image(word) | |
if definition: | |
print(f"Word: {word}") | |
print(f"Part of speech: {'Noun' if is_noun else 'Verb'}") | |
print(f"Definition: {definition}") | |
return definition | |
else: | |
print(f"No information found for '{word}'") | |
return f"No information found for '{word}'" | |
with gr.Blocks() as demo: | |
text = sample_word_and_display_info() | |
print(text) | |
with gr.Row(): | |
text_1 = gr.Textbox(label="text") | |
button = gr.Button(label="Update Text") | |
button.click(sample_word_and_display_info,inputs=text_1, outputs=text_1) | |
demo.launch() | |