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import gradio as gr
from typing import Dict, List, Any, Optional
from tasks.knowledge_graph import build_knowledge_graph
from dotenv import load_dotenv
load_dotenv()
# Import all UI components
from ui.summarization_ui import summarization_ui
from ui.translation_ui import translation_ui
from ui.sentiment_ui import sentiment_ui
from ui.topic_ui import topic_ui
from ui.ner_ui import ner_ui
from ui.pos_ui import pos_ui
from ui.kg_ui import kg_ui
from ui.intent_ui import intent_ui
from ui.grammar_ui import grammar_ui
# UI function wrappers
def summarization_ui_wrapper():
return summarization_ui()
def translation_ui_wrapper():
return translation_ui()
def sentiment_analysis_ui_wrapper():
return sentiment_ui()
def topic_classification_ui_wrapper():
return topic_ui()
def named_entity_recognition_ui_wrapper():
return ner_ui()
def pos_tagging_ui_wrapper():
return pos_ui()
def extraction_ui():
return gr.Markdown("Information Extraction is currently under development.")
def retrieval_ui():
return gr.Markdown("Text Retrieval is currently under development.")
def grammar_ui_wrapper():
return grammar_ui()
with gr.Blocks(theme=gr.themes.Ocean(), title="Ling - Text Intelligence") as demo:
gr.HTML('''
<div style="text-align:center; padding: 24px 0 12px 0;">
<h1 style="font-size:2.5em; margin-bottom:0.2em; color:#0e7490; letter-spacing:2px; font-family:sans-serif;">Ling</h1>
<p style="font-size:1.3em; color:#444; margin-bottom:0.2em;">Text Intelligence Platform for Smart Insights</p>
</div>
''')
with gr.Tab("Summarization"):
summarization_ui_wrapper()
with gr.Tab("Translation"):
translation_ui_wrapper()
with gr.Tab("Sentiment Analysis"):
sentiment_analysis_ui_wrapper()
with gr.Tab("Topic Classification"):
topic_classification_ui_wrapper()
with gr.Tab("NER"):
named_entity_recognition_ui_wrapper()
with gr.Tab("POS Tagging"):
pos_tagging_ui_wrapper()
with gr.Tab("Intent Detection"):
intent_ui()
with gr.Tab("Grammar Checking"):
grammar_ui_wrapper()
with gr.Tab("Knowledge Graph"):
kg_ui()
with gr.Tab("Retrieval"):
retrieval_ui()
demo.launch()
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