| """ |
| Enhanced Example Sentence Generator |
| ------------------------------------------ |
| A sophisticated approach to generating diverse, natural example sentences |
| """ |
|
|
| import requests |
| import os |
| import random |
| import re |
| import time |
| import json |
| from functools import lru_cache |
|
|
| class ExampleSentenceGenerator: |
| def __init__(self, translate_func=None, debug=False): |
| """Initialize the generator with a multi-stage filter pipeline and diverse templates.""" |
| print("\n>>> ENHANCED SENTENCE GENERATOR LOADED <<<\n") |
| self.translate_func = translate_func |
| self.debug = debug |
| self.setup_cache_dir() |
| self._initialize_templates() |
| self.recent_templates = {} |
| self.max_recent_templates = 10 |
| |
| def setup_cache_dir(self): |
| """Create cache directory if it doesn't exist.""" |
| self.cache_dir = "sentence_cache" |
| os.makedirs(self.cache_dir, exist_ok=True) |
| |
| def _initialize_templates(self): |
| """Initialize extensive template library with varied sentence structures.""" |
| |
| |
| |
| self.templates = { |
| |
| "noun": { |
| "basic": [ |
| "The {word} is on the table.", |
| "I can see a {word} in the room.", |
| "She bought a new {word} yesterday.", |
| "This {word} is very useful.", |
| "Do you have a {word}?", |
| "Where is my {word}?", |
| "I need to buy a {word}.", |
| "That {word} belongs to me.", |
| "His {word} is very old.", |
| "Can I borrow your {word}?" |
| ], |
| "intermediate": [ |
| "I've been looking for a {word} like this for months.", |
| "She inherited an antique {word} from her grandmother.", |
| "The {word} was displayed prominently in the center of the room.", |
| "My brother accidentally broke my favorite {word} last week.", |
| "We should consider getting a different {word} for this purpose.", |
| "They sell handmade {word}s at that store downtown.", |
| "The museum has a rare {word} from the 16th century.", |
| "I'm thinking about replacing my {word} soon.", |
| "That {word} reminds me of my childhood home.", |
| "Would you mind passing me that {word} on the shelf?" |
| ], |
| "advanced": [ |
| "The antique {word} that I found at the flea market turned out to be quite valuable.", |
| "She explained that the unusual {word} had been in her family for generations.", |
| "Despite its age, the {word} functions perfectly after the restoration.", |
| "The artist incorporated a {word} into his latest sculpture, giving it an unexpected twist.", |
| "After searching through numerous stores, I finally found a {word} that matched my requirements.", |
| "The {word} caught my attention because of its unique design and craftsmanship.", |
| "They discussed replacing the old {word} with something more modern and practical.", |
| "I was surprised to discover that the {word} was actually made in my hometown.", |
| "The {word} would be perfect for our new apartment, if only it weren't so expensive.", |
| "When traveling abroad, he always brings back a traditional {word} as a souvenir." |
| ] |
| }, |
| |
| |
| "clothing": { |
| "basic": [ |
| "I like your {word}.", |
| "This {word} is too small.", |
| "She bought a new {word}.", |
| "The {word} is blue.", |
| "Can I borrow your {word}?", |
| "I need a warm {word}.", |
| "That {word} looks great on you.", |
| "My {word} is too big.", |
| "Where did you get that {word}?", |
| "He lost his favorite {word}." |
| ], |
| "intermediate": [ |
| "She wore her favorite {word} to the dinner party last night.", |
| "This {word} would look perfect with your new jeans.", |
| "I bought this {word} on sale last weekend.", |
| "The designer creates unique {word}s for celebrities.", |
| "I need to iron my {word} before the interview tomorrow.", |
| "This {word} is made of high-quality cotton.", |
| "That {word} really brings out the color of your eyes.", |
| "He spilled coffee on his new {word} this morning.", |
| "My mother gave me this {word} for my birthday.", |
| "Do you think this {word} is appropriate for a formal event?" |
| ], |
| "advanced": [ |
| "The intricate embroidery on her {word} caught everyone's attention at the gallery opening.", |
| "I've been searching for a {word} in this particular shade of blue for months.", |
| "The vintage {word} I found at the thrift store needed just minor alterations to fit perfectly.", |
| "She designs and sews her own {word}s using sustainable fabrics and traditional techniques.", |
| "After the washing machine incident, my favorite {word} was never quite the same.", |
| "When traveling to colder climates, I always pack my warmest {word} just in case.", |
| "The designer's latest collection features {word}s with bold geometric patterns and vibrant colors.", |
| "The celebrity was photographed wearing a custom-made {word} at the awards ceremony.", |
| "I've had this {word} for years, and it still remains one of my favorite pieces in my wardrobe.", |
| "The tailor suggested a different style of {word} that would better complement my body type." |
| ] |
| }, |
| |
| |
| "uncountable_clothing": { |
| "basic": [ |
| "The {word} feels very soft.", |
| "I need new {word} for winter.", |
| "This {word} is expensive.", |
| "She likes wearing {word} from that brand.", |
| "Where did you buy this {word}?", |
| "The {word} is made in Italy.", |
| "I prefer cotton {word}.", |
| "This {word} is too warm for summer.", |
| "The store sells {word} for all seasons.", |
| "That {word} looks comfortable." |
| ], |
| "intermediate": [ |
| "She designs {word} for a high-end fashion label in Milan.", |
| "I'm looking for {word} that's both stylish and comfortable.", |
| "The {word} she wore to the event received many compliments.", |
| "This brand specializes in {word} for outdoor activities.", |
| "The {word} in the display window caught my attention immediately.", |
| "Quality {word} is worth the investment in the long run.", |
| "They import {word} from several European countries.", |
| "The {word} feels incredibly soft and lightweight.", |
| "We need to buy warmer {word} before our trip to Norway.", |
| "The latest {word} collection features bold patterns and colors." |
| ], |
| "advanced": [ |
| "The designer's new collection features {word} made entirely from sustainable and recycled materials.", |
| "She has a keen eye for quality {word} that will last for many seasons.", |
| "The boutique specializes in handcrafted {word} using traditional techniques passed down for generations.", |
| "When traveling to varied climates, I always pack versatile {word} that can be layered as needed.", |
| "The exhibition showcased how {word} has evolved through different cultural contexts over the centuries.", |
| "The company has revolutionized athletic {word} with their innovative moisture-wicking fabrics.", |
| "After studying fashion design, she launched her own line of {word} inspired by architectural elements.", |
| "The {word} displayed in the museum demonstrates the craftsmanship of that historical period.", |
| "I prefer investing in timeless {word} rather than following fast-fashion trends.", |
| "The documentary explores how modern {word} production impacts environmental sustainability." |
| ] |
| }, |
| |
| |
| "person": { |
| "basic": [ |
| "The {word} is waiting outside.", |
| "I met a friendly {word} today.", |
| "She is a {word} at the university.", |
| "My neighbor is a {word}.", |
| "A {word} helped me find my way.", |
| "The {word} waved hello.", |
| "I saw a {word} at the store.", |
| "The {word} was very kind.", |
| "Do you know that {word}?", |
| "The {word} is reading a book." |
| ], |
| "intermediate": [ |
| "The {word} I met at the conference gave an interesting presentation about climate change.", |
| "My cousin recently became a {word} at the new hospital downtown.", |
| "The {word} who lives next door often helps me with my gardening questions.", |
| "We interviewed several {word}s for the position, but none had the right qualifications.", |
| "The {word} who wrote this article has a unique perspective on the issue.", |
| "A {word} approached me in the park asking for directions to the museum.", |
| "The community center needs more volunteer {word}s to help with the after-school program.", |
| "The {word} who served us at the restaurant was very attentive and friendly.", |
| "My daughter wants to become a {word} when she grows up.", |
| "The {word} standing by the entrance seemed to be waiting for someone." |
| ], |
| "advanced": [ |
| "The {word} who mentored me during my early career had a profound influence on my professional development.", |
| "After twenty years as a dedicated {word}, she decided to pursue a completely different career path.", |
| "The documentary features interviews with {word}s from diverse backgrounds sharing their unique experiences.", |
| "The renowned {word} delivered a compelling speech about the importance of community engagement.", |
| "The organization provides resources and support to {word}s who are navigating challenging circumstances.", |
| "My grandparent was a {word} during a pivotal time in our country's history.", |
| "Research suggests that {word}s who maintain strong social connections tend to live longer, healthier lives.", |
| "The book chronicles the journey of a {word} who overcame significant obstacles to achieve their dreams.", |
| "The panel discussion included perspectives from {word}s representing various fields and specialties.", |
| "As an experienced {word}, she offers valuable insights that only come with years of practice." |
| ] |
| }, |
| |
| |
| "animal": { |
| "basic": [ |
| "The {word} is sleeping.", |
| "I saw a {word} at the zoo.", |
| "My friend has a pet {word}.", |
| "The {word} runs very fast.", |
| "The {word} has beautiful fur.", |
| "I like watching {word}s.", |
| "The {word} is eating.", |
| "That {word} is very large.", |
| "The {word} lives in the forest.", |
| "Can you see the {word}?" |
| ], |
| "intermediate": [ |
| "We saw a {word} during our visit to the wildlife park.", |
| "My daughter loves learning about {word}s in her science class.", |
| "The TV show featured baby {word}s playing with their mother.", |
| "The zoo has three new {word}s in their collection this year.", |
| "Be careful if you see a wild {word} while hiking in the mountains.", |
| "The {word} we spotted on our hike was with its young.", |
| "My son has a book with beautiful pictures of {word}s.", |
| "The {word} at the zoo gets fed twice a day.", |
| "My neighbor's pet {word} escaped from their yard yesterday.", |
| "The children were excited to see the {word} at the zoo." |
| ], |
| "advanced": [ |
| "The documentary showed how {word}s care for their young in the wild.", |
| "Our safari guide pointed out a family of {word}s near the watering hole.", |
| "The {word} at the wildlife sanctuary has been trained to perform simple tricks.", |
| "My favorite exhibit at the natural history museum features a giant {word}.", |
| "We learned that {word}s are most active during the early morning hours.", |
| "In many stories and fables, the {word} is portrayed as clever and cunning.", |
| "The zoo provides special enrichment activities to keep their {word}s healthy and happy.", |
| "The wildlife photographer showed us amazing close-up photos of a {word} in its natural habitat.", |
| "She's studying to become a veterinarian specializing in treating {word}s and similar species.", |
| "The nature park has created a special protected area for the local {word} population." |
| ] |
| }, |
| |
| |
| "eyewear": { |
| "basic": [ |
| "I need my {word} to read.", |
| "She wears {word} all the time.", |
| "These {word} are new.", |
| "My {word} are broken.", |
| "Where are my {word}?", |
| "I lost my {word} yesterday.", |
| "These {word} help me see better.", |
| "The {word} are on the table.", |
| "His {word} have blue frames.", |
| "I need to clean my {word}." |
| ], |
| "intermediate": [ |
| "I finally found a pair of {word} that fit comfortably on my face.", |
| "She needs to wear prescription {word} while driving.", |
| "The optometrist recommended these {word} for reading and computer work.", |
| "My {word} have transition lenses that darken in the sunlight.", |
| "He's been wearing the same style of {word} for over twenty years.", |
| "I keep forgetting where I put my {word} down around the house.", |
| "These designer {word} were quite expensive but should last for years.", |
| "My new {word} have anti-glare coating which helps reduce eye strain.", |
| "She has several pairs of {word} that she coordinates with different outfits.", |
| "The {word} case protects them when I'm not wearing them." |
| ], |
| "advanced": [ |
| "After trying countless styles, I finally found {word} that complement my face shape and personal style.", |
| "The optometrist explained that my progressive {word} would take some time to adjust to, but would ultimately be more convenient.", |
| "She collects vintage {word} from the 1960s and has an impressive display of unique frames.", |
| "The technology behind these specialized {word} allows people with color blindness to perceive a wider range of colors.", |
| "My grandfather has worn the same tortoiseshell {word} for decades, refusing all suggestions to update his style.", |
| "The museum exhibition featured {word} worn by famous historical figures, showing how eyewear fashion has evolved.", |
| "Modern {word} manufacturing combines traditional craftsmanship with innovative materials for both durability and comfort.", |
| "The ophthalmologist suggested I try computer {word} specifically designed to filter blue light and reduce digital eye strain.", |
| "After laser surgery, she only needs to wear {word} occasionally for night driving or extended reading sessions.", |
| "The artisan creates custom {word} using sustainable materials and traditional techniques passed down for generations." |
| ] |
| }, |
| |
| |
| "jewelry": { |
| "basic": [ |
| "She wears a beautiful {word}.", |
| "The {word} is made of gold.", |
| "I lost my {word} yesterday.", |
| "This {word} was a gift.", |
| "The {word} has a diamond.", |
| "I like your {word}.", |
| "That {word} looks expensive.", |
| "My grandmother gave me this {word}.", |
| "She never takes off her {word}.", |
| "Where did you buy that {word}?" |
| ], |
| "intermediate": [ |
| "She wore her grandmother's antique {word} to the wedding ceremony.", |
| "The handcrafted {word} features stones collected from the local riverbed.", |
| "I had my {word} repaired at a specialty shop downtown.", |
| "He surprised her with a {word} for their anniversary celebration.", |
| "The museum displays {word}s from various historical periods and cultures.", |
| "She designs custom {word}s using traditional techniques she learned as an apprentice.", |
| "The {word} catches the light beautifully when she moves.", |
| "This {word} has been passed down through four generations of my family.", |
| "I'm looking for a {word} that I can wear with both casual and formal outfits.", |
| "The artisan market had a vendor selling handmade {word}s from recycled materials." |
| ], |
| "advanced": [ |
| "The intricate {word} she wore to the gala featured rare gemstones arranged in a pattern inspired by celestial constellations.", |
| "Archaeological discoveries revealed that ancient civilizations crafted {word}s using techniques that still challenge modern artisans.", |
| "The exhibition showcased how {word} designs have evolved across cultures while maintaining symbolic significance.", |
| "After studying under master craftspeople, she now creates custom {word}s that blend traditional methods with contemporary aesthetics.", |
| "The family heirloom {word} not only holds sentimental value but has been appraised as a rare historical piece.", |
| "The artisan's {word} collection features materials sourced ethically from sustainable mines and workshops.", |
| "Cultural traditions surrounding the gifting of {word}s reveal fascinating insights about historical social structures.", |
| "The delicate balance between craftsmanship and wearability is evident in every {word} the designer creates.", |
| "Her travels around the world have inspired a unique collection of {word}s that incorporate diverse cultural elements.", |
| "The restoration of the antique {word} required specialized techniques to preserve its original character and value." |
| ] |
| }, |
| |
| |
| "tools": { |
| "basic": [ |
| "I need the {word} to finish this.", |
| "The {word} is in the toolbox.", |
| "Can you pass me the {word}?", |
| "This {word} is very sharp.", |
| "Where are the {word}?", |
| "I bought a new {word} yesterday.", |
| "These {word} are old but work well.", |
| "Be careful with the {word}.", |
| "The {word} is broken.", |
| "I can't find my {word}." |
| ], |
| "intermediate": [ |
| "I need a specific type of {word} for this delicate repair work.", |
| "My grandfather's {word} has lasted for decades because of its quality craftsmanship.", |
| "The workshop has a specialized {word} that makes this process much easier.", |
| "She keeps her {word} organized in a custom-built storage system.", |
| "The artisan demonstrated how to properly use the {word} for best results.", |
| "I borrowed my neighbor's {word} to finish the project yesterday.", |
| "These professional-grade {word}s cost more but will last much longer.", |
| "The {word} needs to be sharpened before we continue with the project.", |
| "You'll need a different {word} for working with that material.", |
| "The antique {word} is still perfectly functional despite its age." |
| ], |
| "advanced": [ |
| "The craftsman hand-forges each {word} using techniques that have been passed down for generations.", |
| "Modern manufacturing has changed the design of the {word}, but professional artisans often prefer traditional models.", |
| "The museum's collection includes {word}s dating back to the industrial revolution, showing the evolution of tool design.", |
| "After apprenticing with a master, she developed her own modified {word} that addresses common issues with the standard design.", |
| "The specialized {word} was developed specifically for this type of precision work and requires significant training to use properly.", |
| "Restoring antique furniture requires period-appropriate {word}s to maintain historical accuracy and preservation standards.", |
| "Different regions developed unique variations of the {word} based on local materials and specific cultural needs.", |
| "The ergonomic design of this modern {word} reduces strain during extended periods of use.", |
| "The documentary explores how the invention of the {word} revolutionized this particular craft and industry.", |
| "Professional artisans often modify their {word}s to suit their specific working style and the unique demands of their specialty." |
| ] |
| }, |
| |
| |
| "toys": { |
| "basic": [ |
| "The child loves playing with the {word}.", |
| "This {word} is my favorite toy.", |
| "She sleeps with her {word} every night.", |
| "The {word} is sitting on the shelf.", |
| "He got a new {word} for his birthday.", |
| "This {word} is so soft and cuddly.", |
| "My daughter won't go anywhere without her {word}.", |
| "The {word} has a button that makes sounds.", |
| "We bought a new {word} at the toy store.", |
| "The children share their {word} with each other." |
| ], |
| "intermediate": [ |
| "My daughter takes her {word} with her everywhere she goes.", |
| "The child's {word} was a gift from her grandparents last Christmas.", |
| "When he can't find his {word}, he gets very upset at bedtime.", |
| "The little boy dragged his {word} behind him as he walked through the store.", |
| "She has a collection of {word}s displayed on her bedroom shelf.", |
| "His favorite {word} is getting worn out from being hugged so much.", |
| "The twins each have their own {word} that they take to preschool.", |
| "We had to go back to the hotel to get her {word} before bedtime.", |
| "The {word} has become his comfort object when he's feeling sad.", |
| "You can see how much she loves her {word} by how well she takes care of it." |
| ], |
| "advanced": [ |
| "The hospital gives each child a {word} to help them feel more comfortable during their stay.", |
| "My son still keeps his childhood {word} even though he's now in college.", |
| "The store specializes in handmade {word}s that are passed down through generations.", |
| "The family tradition involves giving each newborn child a special {word} on their first birthday.", |
| "The charity collects gently used {word}s to donate to children in need during the holidays.", |
| "The display case holds her collection of vintage {word}s from around the world.", |
| "Therapists often use {word}s to help children express their feelings during counseling sessions.", |
| "When we moved to a new country, his familiar {word} helped him adjust to all the changes.", |
| "The company designs {word}s specifically for children with sensory processing challenges.", |
| "My grandmother kept her childhood {word} for over seventy years before passing it on to me." |
| ] |
| }, |
| |
| |
| "verb": { |
| "basic": [ |
| "I {word} every morning.", |
| "She {word}s regularly.", |
| "They {word} on weekends.", |
| "Do you {word} often?", |
| "He doesn't {word}.", |
| "We {word}ed yesterday.", |
| "I will {word} tomorrow.", |
| "She is {word}ing now.", |
| "Have you ever {word}ed?", |
| "They are {word}ing." |
| ], |
| "intermediate": [ |
| "I try to {word} at least three times a week for my health.", |
| "She {word}s whenever she has a free moment in her busy schedule.", |
| "The instructor taught us the proper technique to {word} effectively.", |
| "After the accident, he couldn't {word} for several months during recovery.", |
| "We {word} together every Saturday as part of our weekend routine.", |
| "The guidelines recommend that beginners {word} no more than twice weekly.", |
| "I've been {word}ing regularly since January and have noticed significant improvements.", |
| "Children naturally learn to {word} through observation and practice.", |
| "The app helps you track how often you {word} and measures your progress.", |
| "They {word} competitively at the national level." |
| ], |
| "advanced": [ |
| "Research indicates that those who {word} consistently throughout their lives maintain better cognitive function as they age.", |
| "After decades of {word}ing professionally, she now teaches advanced techniques to dedicated students.", |
| "The documentary explores how cultural differences influence the way people {word} across various societies.", |
| "The ancient practice of {word}ing has evolved considerably but maintains its core principles and benefits.", |
| "His innovative method of {word}ing challenged conventional wisdom and eventually transformed the entire field.", |
| "The rehabilitation program incorporates modified ways to {word} that accommodate various physical limitations.", |
| "Neuroscience research reveals that {word}ing activates multiple brain regions simultaneously, creating new neural pathways.", |
| "The philosophy behind this approach suggests that how you {word} reflects fundamental aspects of your worldview.", |
| "Traditional communities have {word}ed as part of seasonal rituals for countless generations.", |
| "The longitudinal study tracked participants who {word} regularly, finding significant long-term health benefits." |
| ] |
| }, |
| |
| |
| "adjective": { |
| "basic": [ |
| "The sky is {word} today.", |
| "She looks very {word}.", |
| "That is a {word} book.", |
| "The food tastes {word}.", |
| "I feel {word} this morning.", |
| "The music sounds {word}.", |
| "What a {word} day!", |
| "The water is {word}.", |
| "His house is very {word}.", |
| "The flowers smell {word}." |
| ], |
| "intermediate": [ |
| "The critics described the film as surprisingly {word} despite its low budget.", |
| "After the renovation, the room feels much more {word} and welcoming.", |
| "The chef is known for creating {word} dishes that combine unexpected flavors.", |
| "The {word} atmosphere of the café makes it perfect for quiet conversation.", |
| "Her writing style is refreshingly {word} compared to other authors in the genre.", |
| "The landscape becomes increasingly {word} as you travel further north.", |
| "We were impressed by the {word} performance of the young musician.", |
| "The weather turned unexpectedly {word} during our vacation.", |
| "She chose a more {word} approach to solving the complex problem.", |
| "The {word} quality of the light at sunset inspired many of his paintings." |
| ], |
| "advanced": [ |
| "The architectural design achieves a harmonious balance between {word} elements and practical functionality.", |
| "The region's cuisine is characterized by {word} flavors that reflect its unique cultural heritage and local ingredients.", |
| "Critics have noted the increasingly {word} tone of the author's work as it evolved over decades.", |
| "The exhibition juxtaposes {word} contemporary pieces with classical works to create thought-provoking contrasts.", |
| "Researchers documented the {word} conditions that contribute to this rare ecological phenomenon.", |
| "The performance was notable for its {word} interpretation of the traditional composition.", |
| "The memoir reveals the {word} complexity of relationships formed during periods of historical upheaval.", |
| "Urban planners aim to create more {word} community spaces that encourage diverse interactions.", |
| "The documentary captures the {word} beauty of remote landscapes rarely witnessed by human eyes.", |
| "Medical researchers have identified several {word} biomarkers associated with early stages of the condition." |
| ] |
| }, |
| |
| |
| "general": { |
| "basic": [ |
| "Let's talk about {word}.", |
| "I'm interested in {word}.", |
| "Do you know about {word}?", |
| "{word} is important.", |
| "I learned about {word} yesterday.", |
| "She mentioned {word}.", |
| "They're studying {word}.", |
| "What do you think about {word}?", |
| "{word} has changed over time.", |
| "The book explains {word}." |
| ], |
| "intermediate": [ |
| "We discussed the implications of {word} during yesterday's meeting.", |
| "The article explores different perspectives on {word} in modern society.", |
| "She's been researching {word} for her upcoming paper.", |
| "Recent developments in {word} have changed our understanding of the field.", |
| "The podcast featured experts discussing the future of {word}.", |
| "Understanding {word} requires knowledge of several related concepts.", |
| "The course offers an introduction to the basics of {word}.", |
| "There are various approaches to addressing issues related to {word}.", |
| "The conference will focus on recent advances in {word}.", |
| "They published a comprehensive study about {word} last year." |
| ], |
| "advanced": [ |
| "The interdisciplinary approach to {word} reveals connections that weren't apparent within traditional academic frameworks.", |
| "Historical perspectives on {word} provide valuable context for understanding contemporary challenges in the field.", |
| "The symposium brought together experts from diverse backgrounds to address emerging questions about {word}.", |
| "Technological innovations have fundamentally transformed how researchers approach the study of {word}.", |
| "Cultural attitudes toward {word} vary significantly across different societies and historical periods.", |
| "The foundation funds projects that explore ethical implications of {word} in various contexts.", |
| "Policymakers must consider multiple stakeholder perspectives when developing regulations related to {word}.", |
| "The textbook presents a comprehensive framework for analyzing {word} across different scenarios.", |
| "Ongoing debates about {word} reflect deeper philosophical questions about our societal values.", |
| "The documentary examines how public understanding of {word} has evolved over the past century." |
| ] |
| } |
| } |
| |
| |
| self.category_words = { |
| "person": [ |
| "person", "man", "woman", "boy", "girl", "child", "teacher", "doctor", |
| "student", "friend", "neighbor", "parent", "employee", "worker", "artist", |
| "musician", "writer", "chef", "athlete", "scientist", "engineer", "nurse" |
| ], |
| "animal": [ |
| "dog", "cat", "bird", "fish", "horse", "cow", "elephant", "lion", |
| "tiger", "bear", "rabbit", "monkey", "mouse", "frog", "snake", "wolf", |
| "fox", "deer", "giraffe", "zebra", "penguin", "eagle", "owl", "turtle" |
| ], |
| "clothing": [ |
| "shirt", "pants", "dress", "jacket", "coat", "hat", "gloves", "socks", |
| "shoes", "boots", "sweater", "skirt", "jeans", "top", "scarf", "tie", |
| "blouse", "suit", "belt", "vest", "hoodie", "shorts", "pajamas", "uniform" |
| ], |
| "uncountable_clothing": [ |
| "clothing", "outerwear", "underwear", "sportswear", "footwear", "swimwear", |
| "knitwear", "loungewear", "sleepwear", "activewear", "winterwear", "beachwear" |
| ], |
| "eyewear": [ |
| "glasses", "sunglasses", "contacts", "goggles", "spectacles", "eyeglasses", |
| "shades", "reading glasses", "bifocals", "prescription glasses" |
| ], |
| "jewelry": [ |
| "necklace", "ring", "bracelet", "earrings", "watch", "pendant", |
| "brooch", "pin", "chain", "locket", "anklet", "cufflinks", "tiara", |
| "crown", "medallion", "choker", "bangle", "charm bracelet" |
| ], |
| "tools": [ |
| "scissors", "knife", "hammer", "screwdriver", "wrench", "pliers", |
| "saw", "drill", "tape measure", "level", "chisel", "clamp", "ruler", |
| "axe", "shovel", "rake", "trowel", "sander", "nail gun", "paintbrush" |
| ], |
| "toys": [ |
| "teddy bear", "doll", "ball", "blocks", "action figure", "puzzle", |
| "toy car", "stuffed animal", "plush toy", "game", "toy", "robot", |
| "kite", "yo-yo", "train set", "board game", "video game", "rattle", |
| "building set", "puppet", "play set", "model kit" |
| ] |
| } |
| |
| |
| self.plural_words = [ |
| "glasses", "pants", "shorts", "jeans", "scissors", "trousers", "sunglasses", |
| "goggles", "spectacles", "eyeglasses", "headphones", "tights", "leggings", |
| "pliers", "binoculars", "tweezers", "pajamas", "shorts", "overalls", "trunks", |
| "boxers", "briefs", "clippers", "shears", "earrings", "earbuds", "headphones" |
| ] |
| |
| |
| self.special_cases = { |
| "top": "clothing", |
| "glasses": "eyewear", |
| "teddy bear": "toys", |
| "teddy": "toys", |
| "clothing": "uncountable_clothing", |
| "bear": "animal", |
| "watch": "jewelry" |
| } |
| |
| |
| self.template_history = {} |
| |
| def get_example_sentence(self, word, target_language, category=None): |
| """Get an example sentence for a word using the enhanced algorithm.""" |
| try: |
| |
| original_word = word |
| word = word.strip().lower() |
| |
| if self.debug: |
| print(f"\n>>> Getting example for: '{word}' <<<\n") |
| |
| |
| examples = self._get_api_examples_with_pipeline(word, category) |
| |
| |
| if examples: |
| example = self._select_diverse_example(examples, word) |
| if self.debug: |
| print(f">>> Selected API example: '{example}'") |
| |
| |
| example = self._clean_sentence(example) |
| |
| |
| translated = self._translate(example, target_language) |
| |
| return { |
| "english": example, |
| "translated": translated, |
| "source": "filtered_api" |
| } |
| |
| |
| if self.debug: |
| print(f">>> No valid API examples found, using enhanced templates") |
| |
| |
| word_category = category if category else self._get_word_category(word) |
| if self.debug: |
| print(f">>> Word category: {word_category}") |
| |
| |
| template, complexity = self._select_diverse_template(word, word_category) |
| |
| |
| example = self._create_example_from_template(template, word, word_category) |
| |
| |
| translated = self._translate(example, target_language) |
| |
| return { |
| "english": example, |
| "translated": translated, |
| "source": f"template_{word_category}_{complexity}" |
| } |
| |
| except Exception as e: |
| if self.debug: |
| print(f">>> Error: {e}") |
| |
| |
| fallback = f"This is a {word}." |
| return { |
| "english": fallback, |
| "translated": self._translate(fallback, target_language), |
| "source": "error_fallback" |
| } |
| |
| def _get_api_examples_with_pipeline(self, word, category=None): |
| """Get examples from APIs and run them through the enhanced filter pipeline.""" |
| |
| raw_examples = [] |
| |
| |
| dict_examples = self._get_free_dictionary_examples(word) |
| if dict_examples: |
| raw_examples.extend(dict_examples) |
| |
| |
| wordnik_examples = self._get_wordnik_examples(word) |
| if wordnik_examples: |
| raw_examples.extend(wordnik_examples) |
| |
| if not raw_examples: |
| if self.debug: |
| print(">>> No examples found from APIs") |
| return [] |
| |
| |
| filtered_examples = [] |
| for example in raw_examples: |
| |
| if self._enhanced_filter_pipeline(example, word, category): |
| filtered_examples.append(example) |
| |
| return filtered_examples |
| |
| def _enhanced_filter_pipeline(self, example, word, category=None): |
| """ |
| Enhanced filter pipeline with improved context awareness. |
| Returns True if the example passes all filters, False otherwise. |
| """ |
| |
| if not self._basic_quality_check(example): |
| if self.debug: |
| print(f">>> Rejected (Basic quality): '{example}'") |
| return False |
| |
| |
| if not self._contains_exact_word(example, word): |
| if self.debug: |
| print(f">>> Rejected (No exact word match): '{example}'") |
| return False |
| |
| |
| if self._contains_compound_words(example, word): |
| if self.debug: |
| print(f">>> Rejected (Contains compound word): '{example}'") |
| return False |
| |
| |
| if self._contains_variant_forms(example, word): |
| if self.debug: |
| print(f">>> Rejected (Contains variant form): '{example}'") |
| return False |
| |
| |
| identified_category = category if category else self._get_word_category(word) |
| if not self._check_advanced_context(example, word, identified_category): |
| if self.debug: |
| print(f">>> Rejected (Inappropriate context for {identified_category}): '{example}'") |
| return False |
| |
| |
| if not self._check_complexity_value(example, word): |
| if self.debug: |
| print(f">>> Rejected (Not suitable complexity/value): '{example}'") |
| return False |
| |
| |
| if self.debug: |
| print(f">>> Accepted: '{example}'") |
| return True |
| |
| def _basic_quality_check(self, text): |
| """Check if a sentence meets basic quality standards.""" |
| |
| words = text.split() |
| if len(words) < 3 or len(words) > 25: |
| return False |
| |
| |
| if ';' in text: |
| return False |
| |
| |
| if "example of" in text.lower() or "examples of" in text.lower() or "example:" in text.lower(): |
| return False |
| |
| |
| if not text.strip().endswith(('.', '!', '?')): |
| return False |
| |
| |
| inappropriate_terms = ["kill", "die", "death", "murder", "suicide", "sex", "porn", "explicit", "violent"] |
| if any(term in text.lower() for term in inappropriate_terms): |
| return False |
| |
| return True |
| |
| def _contains_exact_word(self, text, word): |
| """Check if text contains the exact word with proper word boundaries.""" |
| pattern = r'\b' + re.escape(word) + r'\b' |
| return re.search(pattern, text.lower()) is not None |
| |
| def _contains_compound_words(self, text, word): |
| """Check if text contains compound words that include the target word.""" |
| |
| if len(word) <= 2: |
| return False |
| |
| |
| all_words = re.findall(r'\b\w+\b', text.lower()) |
| |
| for text_word in all_words: |
| |
| if text_word == word: |
| continue |
| |
| |
| if word in text_word: |
| |
| if word == "glass" and text_word == "glasses" and re.search(r'\b(eye|read|see|vision)', text.lower()): |
| continue |
| |
| return True |
| |
| return False |
| |
| def _contains_variant_forms(self, text, word): |
| """Check if text contains variant forms of the word.""" |
| |
| variants = set() |
| |
| |
| if word.endswith('s'): |
| |
| singular = word[:-1] |
| if len(singular) > 2: |
| variants.add(singular) |
| else: |
| |
| variants.add(word + "s") |
| if word.endswith('y'): |
| variants.add(word[:-1] + "ies") |
| elif word.endswith(('ch', 'sh', 'x', 'z', 's')): |
| variants.add(word + "es") |
| |
| |
| variants.add(word + "ing") |
| variants.add(word + "ed") |
| if word.endswith('e'): |
| variants.add(word[:-1] + "ing") |
| variants.add(word + "d") |
| elif word.endswith(('y')): |
| variants.add(word[:-1] + "ied") |
| elif len(word) > 3 and word[-1] not in 'aeiou' and word[-2] in 'aeiou' and word[-3] not in 'aeiou': |
| variants.add(word + word[-1] + "ing") |
| variants.add(word + word[-1] + "ed") |
| |
| |
| variants.add(word + "er") |
| variants.add(word + "est") |
| if word.endswith('e'): |
| variants.add(word + "r") |
| variants.add(word + "st") |
| elif word.endswith('y'): |
| variants.add(word[:-1] + "ier") |
| variants.add(word[:-1] + "iest") |
| elif len(word) > 3 and word[-1] not in 'aeiou' and word[-2] in 'aeiou' and word[-3] not in 'aeiou': |
| variants.add(word + word[-1] + "er") |
| variants.add(word + word[-1] + "est") |
| |
| |
| if word == "bear": |
| variants.update(["bore", "bearing", "bearable", "unbearable"]) |
| elif word == "glasses": |
| variants.update(["glass", "eyeglass", "fiberglass", "fibreglass"]) |
| elif word == "glass": |
| variants.update(["glasses", "fiberglass", "fibreglass"]) |
| elif word == "top": |
| variants.update(["topping", "topped", "topmost"]) |
| |
| |
| if word == "glasses" and "eyeglasses" in text.lower(): |
| return False |
| |
| |
| for variant in variants: |
| if len(variant) <= 2: |
| continue |
| |
| if self._contains_exact_word(text, variant): |
| if self.debug: |
| print(f">>> Found variant form: '{variant}'") |
| return True |
| |
| return False |
| |
| def _check_advanced_context(self, text, word, category): |
| """Enhanced context check that considers word category and typical usage patterns.""" |
| text_lower = text.lower() |
| |
| |
| if word == "bear" or category == "animal" and word == "bear": |
| |
| animal_contexts = ["zoo", "animal", "wild", "fur", "cub", "paw", "den", "forest", |
| "grizzly", "polar", "pet", "wildlife", "nature", "animals"] |
| verb_contexts = ["burden", "weight", "load", "responsibility", "stand", "support", |
| "carry", "bore", "market", "stock", "bear with", "bear in mind"] |
| academic_contexts = ["research", "scientific", "theory", "journal", "symposium", |
| "academia", "philosophical", "evolution", "publication", "dissertation"] |
| |
| has_animal_context = any(context in text_lower for context in animal_contexts) |
| has_verb_context = any(context in text_lower for context in verb_contexts) |
| has_academic_context = any(context in text_lower for context in academic_contexts) |
| |
| |
| return has_animal_context and not has_verb_context and not has_academic_context |
| |
| |
| elif "teddy" in word or word == "teddy bear": |
| child_contexts = ["child", "play", "toy", "soft", "cuddly", "sleep", "bed", "hug", |
| "stuffed", "plush", "gift", "favorite", "baby", "kid", "comfort"] |
| academic_contexts = ["research", "academic", "philosophical", "theory", "values", |
| "societal", "education", "cognitive", "development", "scholarly"] |
| |
| has_child_context = any(context in text_lower for context in child_contexts) |
| has_academic_context = any(context in text_lower for context in academic_contexts) |
| |
| |
| return has_child_context and not has_academic_context |
| |
| |
| elif word == "top" or category == "clothing" and word == "top": |
| |
| clothing_contexts = ["wear", "shirt", "outfit", "fashion", "dress", "color", "colour", |
| "style", "clothes", "wardrobe", "buy", "bought", "new", "fabric", |
| "cotton", "silk", "button", "sleeve", "collar", "blouse"] |
| position_contexts = ["mountain", "hill", "climb", "reached", "leadership", "ranked", |
| "ceiling", "position", "over", "above", "surface", "highest", |
| "best", "leading", "foremost", "premier", "superior", "chief"] |
| |
| has_clothing_context = any(context in text_lower for context in clothing_contexts) |
| has_position_context = any(context in text_lower for context in position_contexts) |
| |
| |
| return has_clothing_context and not has_position_context |
| |
| |
| elif category == "person": |
| objectifying_contexts = ["use", "using", "used", "utilize", "buy", "bought", "sell", |
| "sold", "cost", "price", "cheap", "expensive", "owned"] |
| |
| |
| for context in objectifying_contexts: |
| if context in text_lower: |
| |
| context_index = text_lower.find(context) |
| word_index = text_lower.find(word) |
| if abs(context_index - word_index) < 15: |
| return False |
| |
| |
| elif category == "tools" and word == "scissors": |
| wrong_contexts = ["executed", "perfect", "jump", "kick", "position", "technique", "sports"] |
| tool_contexts = ["cut", "cutting", "paper", "fabric", "hair", "sharp", "blade", "trim"] |
| |
| has_wrong_context = any(context in text_lower for context in wrong_contexts) |
| has_tool_context = any(context in text_lower for context in tool_contexts) |
| |
| return has_tool_context or not has_wrong_context |
| |
| |
| elif category == "eyewear": |
| |
| eyewear_contexts = ["see", "vision", "read", "eye", "wear", "sight", "prescription", |
| "lens", "optician", "frame", "vision", "optometrist", "sunglasses"] |
| wrong_contexts = ["fill", "empty", "drink", "beverage", "water", "wine", "window", |
| "fiber", "fibre", "cup", "mug", "liquid", "pour"] |
| |
| |
| has_eyewear_context = any(context in text_lower for context in eyewear_contexts) |
| |
| |
| has_wrong_context = any(context in text_lower for context in wrong_contexts) |
| |
| return has_eyewear_context or not has_wrong_context |
| |
| |
| elif category == "jewelry": |
| jewelry_contexts = ["wear", "gold", "silver", "diamond", "gem", "stone", "gift", |
| "beautiful", "elegant", "accessory", "decorated", "adorned"] |
| |
| has_jewelry_context = any(context in text_lower for context in jewelry_contexts) |
| return has_jewelry_context |
| |
| |
| elif category in ["clothing", "uncountable_clothing"]: |
| clothing_contexts = ["wear", "fashion", "style", "outfit", "dressed", "clothes", |
| "wardrobe", "fabric", "color", "comfortable", "fit", "size"] |
| |
| has_clothing_context = any(context in text_lower for context in clothing_contexts) |
| return has_clothing_context |
| |
| |
| return True |
| |
| def _check_complexity_value(self, text, word): |
| """Check if the example has appropriate complexity and educational value.""" |
| |
| word_count = len(text.split()) |
| |
| |
| if word_count < 5: |
| return False |
| |
| |
| if word_count > 20: |
| return False |
| |
| |
| complex_words = 0 |
| for w in text.split(): |
| w = w.lower().strip('.,!?":;()') |
| if len(w) > 8 and w != word.lower(): |
| complex_words += 1 |
| |
| |
| if complex_words / word_count > 0.2: |
| return False |
| |
| |
| |
| word_position = text.lower().find(word.lower()) |
| if word_position > len(text) * 0.7: |
| return False |
| |
| return True |
| |
| def _get_word_category(self, word): |
| """Determine the most appropriate category for a word with enhanced detection.""" |
| |
| if word in self.special_cases: |
| return self.special_cases[word] |
| |
| |
| for category, words in self.category_words.items(): |
| if word in words: |
| return category |
| |
| |
| if "teddy bear" in word or "teddy" in word: |
| return "toys" |
| |
| |
| if word in self.plural_words: |
| |
| if word in ["scissors", "pliers", "clippers", "shears"]: |
| return "tools" |
| elif word in ["glasses", "sunglasses", "spectacles", "eyeglasses"]: |
| return "eyewear" |
| elif word in ["pants", "shorts", "jeans", "trousers", "tights", "leggings"]: |
| return "clothing" |
| else: |
| return "noun" |
| elif word.endswith('ing') and len(word) > 5: |
| if word in ["clothing"]: |
| return "uncountable_clothing" |
| return "verb" |
| elif word.endswith(('er', 'est')) and len(word) > 4: |
| |
| |
| if word.endswith('er') and word[:-2] + 'e' in self.category_words.get("verb", []): |
| return "person" |
| return "adjective" |
| |
| |
| return "noun" |
| |
| def _select_diverse_example(self, examples, word): |
| """Select a diverse example, avoiding recent patterns if possible.""" |
| if not examples: |
| return None |
| |
| |
| if len(examples) == 1: |
| return examples[0] |
| |
| |
| analyzed_examples = [] |
| for example in examples: |
| |
| word_pos = example.lower().find(word.lower()) |
| total_length = len(example) |
| position_ratio = word_pos / total_length if total_length > 0 else 0 |
| |
| |
| words = example.split() |
| sentence_length = len(words) |
| unique_words = len(set([w.lower() for w in words])) |
| word_variety = unique_words / sentence_length if sentence_length > 0 else 0 |
| |
| |
| has_question = example.endswith('?') |
| has_dialogue = '"' in example or "'" in example and "said" in example.lower() |
| has_conjunction = any(conj in example.lower() for conj in [" and ", " but ", " or ", " because ", " however "]) |
| |
| |
| features = { |
| "position_ratio": position_ratio, |
| "sentence_length": sentence_length, |
| "word_variety": word_variety, |
| "has_question": has_question, |
| "has_dialogue": has_dialogue, |
| "has_conjunction": has_conjunction |
| } |
| |
| analyzed_examples.append((example, features)) |
| |
| |
| prev_patterns = self.recent_templates.get(word, []) |
| |
| |
| scored_examples = [] |
| for example, features in analyzed_examples: |
| |
| score = 10 |
| |
| |
| length_score = 0 |
| if 7 <= features["sentence_length"] <= 15: |
| length_score = 5 |
| elif 5 <= features["sentence_length"] < 7 or 15 < features["sentence_length"] <= 20: |
| length_score = 3 |
| score += length_score |
| |
| |
| if features["word_variety"] > 0.8: |
| score += 3 |
| elif features["word_variety"] > 0.6: |
| score += 2 |
| |
| |
| if features["has_question"]: |
| score += 1 |
| if features["has_dialogue"]: |
| score += 1 |
| if features["has_conjunction"]: |
| score += 2 |
| |
| |
| for prev_pattern in prev_patterns: |
| |
| pattern_similarity = 0 |
| |
| |
| if abs(features["position_ratio"] - prev_pattern.get("position_ratio", 0)) < 0.2: |
| pattern_similarity += 1 |
| |
| |
| if abs(features["sentence_length"] - prev_pattern.get("sentence_length", 0)) < 3: |
| pattern_similarity += 1 |
| |
| |
| if features["has_question"] == prev_pattern.get("has_question", False): |
| pattern_similarity += 1 |
| if features["has_dialogue"] == prev_pattern.get("has_dialogue", False): |
| pattern_similarity += 1 |
| if features["has_conjunction"] == prev_pattern.get("has_conjunction", False): |
| pattern_similarity += 1 |
| |
| |
| score -= pattern_similarity |
| |
| scored_examples.append((example, features, score)) |
| |
| |
| scored_examples.sort(key=lambda x: x[2], reverse=True) |
| |
| |
| best_example = scored_examples[0][0] |
| best_features = scored_examples[0][1] |
| |
| |
| if word not in self.recent_templates: |
| self.recent_templates[word] = [] |
| |
| self.recent_templates[word].append(best_features) |
| |
| |
| if len(self.recent_templates[word]) > self.max_recent_templates: |
| self.recent_templates[word] = self.recent_templates[word][-self.max_recent_templates:] |
| |
| return best_example |
| |
| def _select_diverse_template(self, word, category): |
| """Select a diverse template based on complexity and avoiding recent patterns.""" |
| |
| template_category = category |
| |
| |
| if template_category not in self.templates: |
| template_category = "noun" if category in ["clothing", "tools", "jewelry", "eyewear"] else "general" |
| |
| |
| if template_category in self.templates: |
| subcats = list(self.templates[template_category].keys()) |
| else: |
| subcats = ["basic", "intermediate", "advanced"] |
| |
| |
| |
| if category in ["animal", "toys"] or word in ["bear", "teddy bear"]: |
| |
| weights = [0.6, 0.3, 0.1] |
| elif word in self.plural_words or len(word) <= 4: |
| |
| |
| weights = [0.6, 0.3, 0.1] |
| else: |
| |
| weights = [0.5, 0.3, 0.2] |
| |
| complexity = random.choices(subcats, weights=weights[:len(subcats)])[0] |
| |
| |
| templates = self.templates.get(template_category, self.templates["general"]).get(complexity, self.templates["general"]["basic"]) |
| |
| |
| word_key = f"{word}_{template_category}" |
| if word_key not in self.template_history: |
| self.template_history[word_key] = [] |
| |
| |
| available_templates = [t for t in templates if t not in self.template_history[word_key]] |
| |
| |
| if not available_templates: |
| available_templates = templates |
| self.template_history[word_key] = [] |
| |
| |
| template = random.choice(available_templates) |
| |
| |
| self.template_history[word_key].append(template) |
| if len(self.template_history[word_key]) > min(5, len(templates)): |
| self.template_history[word_key] = self.template_history[word_key][-5:] |
| |
| return template, complexity |
| |
| def _create_example_from_template(self, template, word, category): |
| """Create an example from a template with proper handling of word forms.""" |
| |
| if word in self.plural_words: |
| |
| example = template.replace("a {word}", "{word}").replace("an {word}", "{word}") |
| example = example.replace("the {word} is", "the {word} are") |
| example = example.replace("This {word} is", "These {word} are") |
| example = example.replace("this {word} is", "these {word} are") |
| |
| elif category == "uncountable_clothing": |
| |
| example = template.replace("a {word}", "{word}").replace("an {word}", "{word}") |
| |
| else: |
| example = template |
| |
| |
| example = example.format(word=word) |
| |
| |
| if example and not example[0].isupper(): |
| example = example[0].upper() + example[1:] |
| |
| |
| if example and not example[-1] in '.!?': |
| example += '.' |
| |
| return example |
| |
| def _get_free_dictionary_examples(self, word): |
| """Get all examples from Free Dictionary API.""" |
| try: |
| cache_path = os.path.join(self.cache_dir, f"freedict_{word}.json") |
| |
| |
| if os.path.exists(cache_path): |
| with open(cache_path, 'r') as f: |
| cached_data = json.load(f) |
| if cached_data.get('examples'): |
| return cached_data['examples'] |
| |
| |
| url = f"https://api.dictionaryapi.dev/api/v2/entries/en/{word}" |
| response = requests.get(url, timeout=5) |
| |
| if response.status_code != 200: |
| return [] |
| |
| data = response.json() |
| |
| |
| examples = [] |
| if isinstance(data, list) and len(data) > 0: |
| for meaning in data[0].get('meanings', []): |
| for definition in meaning.get('definitions', []): |
| if 'example' in definition and definition['example']: |
| examples.append(definition['example']) |
| |
| |
| if examples: |
| with open(cache_path, 'w') as f: |
| json.dump({'examples': examples}, f) |
| |
| return examples |
| except Exception as e: |
| if self.debug: |
| print(f">>> Free Dictionary API error: {e}") |
| return [] |
| |
| def _get_wordnik_examples(self, word): |
| """Get all examples from Wordnik API.""" |
| try: |
| cache_path = os.path.join(self.cache_dir, f"wordnik_{word}.json") |
| |
| |
| if os.path.exists(cache_path): |
| with open(cache_path, 'r') as f: |
| cached_data = json.load(f) |
| if cached_data.get('examples'): |
| return cached_data['examples'] |
| |
| |
| |
| url = f"https://api.wordnik.com/v4/word.json/{word}/examples" |
| response = requests.get(url, timeout=5) |
| |
| if response.status_code != 200: |
| return [] |
| |
| data = response.json() |
| |
| examples = [] |
| for example in data.get('examples', []): |
| if 'text' in example and example['text']: |
| examples.append(example['text']) |
| |
| |
| if examples: |
| with open(cache_path, 'w') as f: |
| json.dump({'examples': examples}, f) |
| |
| return examples |
| except Exception as e: |
| if self.debug: |
| print(f">>> Wordnik API error: {e}") |
| return [] |
| |
| def _clean_sentence(self, sentence): |
| """Clean and format a sentence.""" |
| |
| sentence = sentence.strip() |
| sentence = re.sub(r'\s+', ' ', sentence) |
| |
| |
| sentence = re.sub(r'\[.*?\]', '', sentence) |
| |
| |
| if sentence and not sentence[0].isupper(): |
| sentence = sentence[0].upper() + sentence[1:] |
| |
| |
| if sentence and not sentence[-1] in '.!?': |
| sentence += '.' |
| |
| return sentence |
| |
| def _translate(self, text, target_language): |
| """Translate text using the provided translation function.""" |
| if self.translate_func: |
| try: |
| return self.translate_func(text, target_language) |
| except Exception as e: |
| if self.debug: |
| print(f">>> Translation error: {e}") |
| return "" |
| else: |
| return f"[Translation to {target_language}]" |
