Pulled out sample texts

app.py

@@ -36,6 +36,23 @@ WORKING_DIR = "./sample"
 EXAMPLE_CACHE_FILE = os.path.join(CACHE_DIR, "first_example_cache.pkl")
 GRAPHML_FILE = WORKING_DIR + "/graph_chunk_entity_relation.graphml"
 
+# Load the sample texts
+text_en_file1 = "./data/sample1_en.txt"
+with open(text_en_file1, 'r', encoding='utf-8') as file:
+    text1_en = file.read()
+
+text_en_file2 = "./data/sample2_en.txt"
+with open(text_en_file2, 'r', encoding='utf-8') as file:
+    text2_en = file.read()
+
+text_fr_file = "./data/sample_fr.txt"
+with open(text_fr_file, 'r', encoding='utf-8') as file:
+    text_fr = file.read()
+
+text_es_file = "./data/sample_es.txt"
+with open(text_es_file, 'r', encoding='utf-8') as file:
+    text_es = file.read()
+
 # Create cache directory if it doesn't exist
 os.makedirs(CACHE_DIR, exist_ok=True)
 os.makedirs(WORKING_DIR, exist_ok=True)
@@ -305,34 +322,10 @@ def process_and_visualize(text, model_name, progress=gr.Progress()):
 
 # Example texts
 EXAMPLES = [
-    # TODO: Pull these texts out into separate files
-    [handle_text("""The family of Azerbaijan President Ilham Aliyev leads a charmed, glamorous life, thanks in part to financial interests in almost every sector of the economy. 
-                 His wife, Mehriban, comes from the privileged and powerful Pashayev family that owns banks, insurance and construction companies, 
-                 a television station and a line of cosmetics. She has led the Heydar Aliyev Foundation, Azerbaijan's pre-eminent charity behind the construction of schools, 
-                 hospitals and the country's major sports complex. Their eldest daughter, Leyla, editor of Baku magazine, and her sister, Arzu, 
-                 have financial stakes in a firm that won rights to mine for gold in the western village of Chovdar and Azerfon, the country's largest mobile phone business. 
-                 Arzu is also a significant shareholder in SW Holding, which controls nearly every operation related to Azerbaijan Airlines (“Azal”), from meals to airport taxis. 
-                 Both sisters and brother Heydar own property in Dubai valued at roughly $75 million in 2010; 
-                 Heydar is the legal owner of nine luxury mansions in Dubai purchased for some $44 million.""")],
-    
-    [handle_text("""Les jardins du Luxembourg, situés au cœur du sixième arrondissement de Paris, offrent un véritable havre de paix aux citadins pressés. 
-                 Créés au début du dix-septième siècle sur l'initiative de Marie de Médicis, ces jardins à la française s'étendent sur vingt-trois hectares 
-                 et abritent le Palais du Luxembourg, siège du Sénat français. Les promeneurs peuvent y admirer les parterres de fleurs soigneusement entretenus, 
-                 les bassins ornés de statues mythologiques, et les allées bordées de marronniers centenaires. Chaque matin, les jardiniers s'affairent à tailler 
-                 les buis et à arroser les rosiers, perpétuant ainsi une tradition d'excellence horticole qui fait la fierté de la capitale française.""")],
-
-    [handle_text("""In a groundbreaking development, researchers at the Massachusetts Institute of Technology (MIT) have unveiled a new type of battery that promises to revolutionize energy storage.
-                 This lithium-sulfur battery boasts a significantly higher energy density compared to traditional lithium-ion batteries, potentially extending the range of electric vehicles and the lifespan of portable electronics. 
-                 The team, led by Dr. Jane Smith, has been working on this technology for over five years, overcoming numerous challenges related to sulfur's conductivity and stability. 
-                 The new battery design incorporates a novel cathode structure that enhances performance and durability. 
-                 With successful prototype tests already completed, the researchers are now collaborating with industry partners to scale up production and bring this innovative solution to market within the next few years.""")],
-
-    [handle_text("""Los mercados callejeros son el corazón vibrante de muchas ciudades alrededor del mundo. Desde los coloridos puestos de frutas y verduras frescas 
-                 hasta los aromas tentadores de la comida callejera, estos espacios no solo ofrecen productos locales, sino también una experiencia cultural única. 
-                 En ellos, es común escuchar el regateo amable entre vendedores y clientes, mientras los sonidos de la música tradicional se mezclan con el bullicio 
-                 de la multitud. Además, son lugares ideales para descubrir artesanías hechas a mano, como tejidos, cerámicas o joyería, que reflejan la creatividad 
-                 y las tradiciones de la región. Visitar un mercado callejero es sumergirse en la esencia misma de una comunidad, donde cada rincón cuenta una historia 
-                 y cada sabor evoca recuerdos.""")],
+    [handle_text(text1_en)],
+    [handle_text(text_fr)],
+    [handle_text(text2_en)],
+    [handle_text(text_es)],
 ]
 
 def generate_first_example():

data/sample1_en.txt

@@ -0,0 +1,8 @@
+The family of Azerbaijan President Ilham Aliyev leads a charmed, glamorous life, thanks in part to financial interests in almost every sector of the economy. 
+His wife, Mehriban, comes from the privileged and powerful Pashayev family that owns banks, insurance and construction companies, 
+a television station and a line of cosmetics. She has led the Heydar Aliyev Foundation, Azerbaijan's pre-eminent charity behind the construction of schools, 
+hospitals and the country's major sports complex. Their eldest daughter, Leyla, editor of Baku magazine, and her sister, Arzu, 
+have financial stakes in a firm that won rights to mine for gold in the western village of Chovdar and Azerfon, the country's largest mobile phone business. 
+Arzu is also a significant shareholder in SW Holding, which controls nearly every operation related to Azerbaijan Airlines (“Azal”), from meals to airport taxis. 
+Both sisters and brother Heydar own property in Dubai valued at roughly $75 million in 2010; 
+Heydar is the legal owner of nine luxury mansions in Dubai purchased for some $44 million.

data/sample2_en.txt

@@ -0,0 +1,6 @@
+In a groundbreaking development, researchers at the Massachusetts Institute of Technology (MIT) have unveiled a new type of battery that promises to revolutionize energy storage. 
+This lithium-sulfur battery boasts a significantly higher energy density compared to traditional lithium-ion batteries, potentially extending the range of electric vehicles and 
+the lifespan of portable electronics. The team, led by Dr. Jane Smith, has been working on this technology for over five years, overcoming numerous challenges related to 
+sulfur's conductivity and stability. The new battery design incorporates a novel cathode structure that enhances performance and durability. 
+With successful prototype tests already completed, the researchers are now collaborating with industry partners to scale up production and bring 
+this innovative solution to market within the next few years.

data/sample_es.txt

@@ -0,0 +1,7 @@
+El cambio climático es uno de los mayores desafíos que enfrenta la humanidad en el siglo XXI. Sus efectos, como el aumento de las temperaturas, 
+el derretimiento de los glaciares y la mayor frecuencia de fenómenos meteorológicos extremos, ya se hacen sentir en todo el mundo. 
+Este problema global requiere de acciones coordinadas entre gobiernos, empresas y ciudadanos para reducir las emisiones de gases de efecto invernadero y 
+promover el uso de energías renovables. Pequeños gestos, como reciclar, ahorrar energía o utilizar el transporte público, pueden marcar una gran diferencia 
+si se adoptan a gran escala. Además, la educación ambiental y la concienciación social son herramientas fundamentales para construir un futuro más sostenible. 
+Cada persona tiene un papel importante en la protección del planeta, y es responsabilidad de todos actuar con urgencia para preservar los recursos naturales y 
+garantizar un entorno saludable para las generaciones futuras.

data/sample_fr.txt

@@ -0,0 +1,5 @@
+Les jardins du Luxembourg, situés au cœur du sixième arrondissement de Paris, offrent un véritable havre de paix aux citadins pressés. 
+Créés au début du dix-septième siècle sur l'initiative de Marie de Médicis, ces jardins à la française s'étendent sur vingt-trois hectares 
+et abritent le Palais du Luxembourg, siège du Sénat français. Les promeneurs peuvent y admirer les parterres de fleurs soigneusement entretenus, 
+les bassins ornés de statues mythologiques, et les allées bordées de marronniers centenaires. Chaque matin, les jardiniers s'affairent à tailler 
+les buis et à arroser les rosiers, perpétuant ainsi une tradition d'excellence horticole qui fait la fierté de la capitale française.