my-gradio-app / examples /multilingual_example.py
Nguyen Trong Lap
Recreate history without binary blobs
eeb0f9c
raw
history blame
8.08 kB
"""
Multilingual Support Example
Demonstrates automatic language detection and bilingual responses
"""
from i18n import Language, detect_language, t, get_multilingual_handler, Translations
def test_language_detection():
"""Test automatic language detection"""
print("=" * 60)
print("LANGUAGE DETECTION TEST")
print("=" * 60)
test_cases = [
("Tôi muốn giảm cân", Language.VIETNAMESE),
("I want to lose weight", Language.ENGLISH),
("Bạn có thể giúp tôi không?", Language.VIETNAMESE),
("Can you help me?", Language.ENGLISH),
("Tôi bị đau đầu", Language.VIETNAMESE),
("I have a headache", Language.ENGLISH),
("Làm sao để tăng cơ?", Language.VIETNAMESE),
("How to build muscle?", Language.ENGLISH),
]
for text, expected in test_cases:
detected = detect_language(text)
status = "✅" if detected == expected else "❌"
print(f"{status} '{text}' → {detected.value} (expected: {expected.value})")
def test_translations():
"""Test translation system"""
print("\n" + "=" * 60)
print("TRANSLATION TEST")
print("=" * 60)
keys = [
'greeting',
'ask_age',
'ask_weight',
'bmi_normal',
'thank_you_feedback',
'error_occurred'
]
print("\n🇻🇳 Vietnamese:")
for key in keys:
text = t(key, Language.VIETNAMESE)
print(f" {key}: {text}")
print("\n🇬🇧 English:")
for key in keys:
text = t(key, Language.ENGLISH)
print(f" {key}: {text}")
def test_agent_prompts():
"""Test agent system prompts in both languages"""
print("\n" + "=" * 60)
print("AGENT PROMPTS TEST")
print("=" * 60)
agents = ['nutrition', 'exercise', 'symptom', 'mental_health']
for agent in agents:
print(f"\n📋 {agent.upper()} Agent:")
print("\n🇻🇳 Vietnamese:")
prompt_vi = Translations.get_agent_prompt(agent, Language.VIETNAMESE)
print(f" {prompt_vi[:100]}...")
print("\n🇬🇧 English:")
prompt_en = Translations.get_agent_prompt(agent, Language.ENGLISH)
print(f" {prompt_en[:100]}...")
def test_multilingual_handler():
"""Test multilingual handler"""
print("\n" + "=" * 60)
print("MULTILINGUAL HANDLER TEST")
print("=" * 60)
handler = get_multilingual_handler()
# Simulate users with different languages
print("\n👤 User 1 (Vietnamese):")
lang1 = handler.detect_and_set_language("user1", "Tôi muốn giảm cân")
print(f" Detected: {lang1.value}")
print(f" Greeting: {handler.translate_message('greeting', lang1)}")
print("\n👤 User 2 (English):")
lang2 = handler.detect_and_set_language("user2", "I want to lose weight")
print(f" Detected: {lang2.value}")
print(f" Greeting: {handler.translate_message('greeting', lang2)}")
print("\n👤 User 3 (Vietnamese):")
lang3 = handler.detect_and_set_language("user3", "Tôi bị đau đầu")
print(f" Detected: {lang3.value}")
print(f" Greeting: {handler.translate_message('greeting', lang3)}")
# Get statistics
print("\n📊 Language Statistics:")
stats = handler.get_language_stats()
print(f" Total users: {stats['total_users']}")
print(f" Vietnamese: {stats['vietnamese_users']} ({stats['vietnamese_percentage']}%)")
print(f" English: {stats['english_users']} ({stats['english_percentage']}%)")
def test_conversation_flow():
"""Test full conversation flow with language detection"""
print("\n" + "=" * 60)
print("CONVERSATION FLOW TEST")
print("=" * 60)
handler = get_multilingual_handler()
# Vietnamese conversation
print("\n🇻🇳 Vietnamese Conversation:")
print("-" * 40)
user_msg_vi = "Tôi muốn giảm cân"
lang_vi = handler.detect_and_set_language("user_vi", user_msg_vi)
print(f"User: {user_msg_vi}")
print(f"Detected language: {lang_vi.value}")
print(f"Bot: {handler.translate_message('greeting', lang_vi)}")
print(f"Bot: {handler.translate_message('ask_age', lang_vi)}")
# English conversation
print("\n🇬🇧 English Conversation:")
print("-" * 40)
user_msg_en = "I want to lose weight"
lang_en = handler.detect_and_set_language("user_en", user_msg_en)
print(f"User: {user_msg_en}")
print(f"Detected language: {lang_en.value}")
print(f"Bot: {handler.translate_message('greeting', lang_en)}")
print(f"Bot: {handler.translate_message('ask_age', lang_en)}")
def test_mixed_language():
"""Test handling of mixed language input"""
print("\n" + "=" * 60)
print("MIXED LANGUAGE TEST")
print("=" * 60)
handler = get_multilingual_handler()
# User starts in Vietnamese
print("\n👤 User starts in Vietnamese:")
lang1 = handler.detect_and_set_language("user_mixed", "Tôi muốn giảm cân")
print(f" Message: 'Tôi muốn giảm cân'")
print(f" Detected: {lang1.value}")
print(f" Response: {handler.translate_message('greeting', lang1)}")
# User switches to English
print("\n👤 User switches to English:")
lang2 = handler.detect_and_set_language("user_mixed", "How many calories should I eat?")
print(f" Message: 'How many calories should I eat?'")
print(f" Detected: {lang2.value}")
print(f" Response: {handler.translate_message('nutrition_advice', lang2)}")
# User switches back to Vietnamese
print("\n👤 User switches back to Vietnamese:")
lang3 = handler.detect_and_set_language("user_mixed", "Cảm ơn bạn!")
print(f" Message: 'Cảm ơn bạn!'")
print(f" Detected: {lang3.value}")
print(f" Response: {handler.translate_message('thank_you_feedback', lang3)}")
def demo_real_world_usage():
"""Demo real-world usage scenario"""
print("\n" + "=" * 60)
print("REAL-WORLD USAGE DEMO")
print("=" * 60)
handler = get_multilingual_handler()
scenarios = [
{
'user_id': 'nguyen_van_a',
'messages': [
"Tôi 25 tuổi, 70kg, 175cm",
"Tôi muốn giảm 5kg trong 2 tháng",
"Tôi nên ăn bao nhiêu calo?"
]
},
{
'user_id': 'john_smith',
'messages': [
"I'm 30 years old, 80kg, 180cm",
"I want to build muscle",
"What exercises should I do?"
]
}
]
for scenario in scenarios:
user_id = scenario['user_id']
print(f"\n👤 User: {user_id}")
print("-" * 40)
for msg in scenario['messages']:
lang = handler.detect_and_set_language(user_id, msg)
print(f"\nUser ({lang.value}): {msg}")
# Simulate bot response
if "calo" in msg.lower() or "calories" in msg.lower():
response_key = 'nutrition_advice'
elif "tập" in msg.lower() or "exercise" in msg.lower():
response_key = 'exercise_plan'
else:
response_key = 'greeting'
response = handler.translate_message(response_key, lang)
print(f"Bot ({lang.value}): {response}")
if __name__ == '__main__':
test_language_detection()
test_translations()
test_agent_prompts()
test_multilingual_handler()
test_conversation_flow()
test_mixed_language()
demo_real_world_usage()
print("\n" + "=" * 60)
print("✅ MULTILINGUAL SUPPORT DEMO COMPLETE!")
print("=" * 60)
print("\nKey Features:")
print("✅ Automatic language detection (Vietnamese/English)")
print("✅ Bilingual translations for all messages")
print("✅ Language-specific agent prompts")
print("✅ Seamless language switching")
print("✅ User language preferences")
print("✅ Language usage statistics")