Create tools.py

tools.py

@@ -0,0 +1,98 @@
+from smolagents import Tool
+
+
+
+
+translator = Tool.from_space(
+    "UNESCO/nllb",
+    name="translator",
+    description="""
+Translates input text from a source language to a target language.
+
+Parameters:
+-----------
+text : str
+    The input value that is provided in the "Input Text" Textbox component.
+
+src_lang : Literal[
+    'Acehnese (Arabic script)', 'Acehnese (Latin script)', 'Afrikaans', 'Akan', 'Amharic',
+    'Armenian', 'Assamese', 'Asturian', 'Awadhi', 'Ayacucho Quechua', 'Balinese', 'Bambara',
+    'Banjar (Arabic script)', 'Banjar (Latin script)', 'Bashkir', 'Basque', 'Belarusian',
+    'Bemba', 'Bengali', 'Bhojpuri', 'Bosnian', 'Buginese', 'Bulgarian', 'Burmese', 'Catalan',
+    'Cebuano', 'Central Atlas Tamazight', 'Central Aymara', 'Central Kanuri (Arabic script)',
+    'Central Kanuri (Latin script)', 'Central Kurdish', 'Chhattisgarhi', 'Chinese (Simplified)',
+    'Chinese (Traditional)', 'Chokwe', 'Crimean Tatar', 'Croatian', 'Czech', 'Danish', 'Dari',
+    'Dutch', 'Dyula', 'Dzongkha', 'Eastern Panjabi', 'Eastern Yiddish', 'Egyptian Arabic',
+    'English', 'Esperanto', 'Estonian', 'Ewe', 'Faroese', 'Fijian', 'Finnish', 'Fon', 'French',
+    'Friulian', 'Galician', 'Ganda', 'Georgian', 'German', 'Greek', 'Guarani', 'Gujarati',
+    'Haitian Creole', 'Halh Mongolian', 'Hausa', 'Hebrew', 'Hindi', 'Hungarian', 'Icelandic',
+    'Igbo', 'Ilocano', 'Indonesian', 'Irish', 'Italian', 'Japanese', 'Javanese', 'Jingpho',
+    'Kabiyè', 'Kabuverdianu', 'Kabyle', 'Kamba', 'Kannada', 'Kashmiri (Arabic script)',
+    'Kashmiri (Devanagari script)', 'Kazakh', 'Khmer', 'Kikongo', 'Kikuyu', 'Kimbundu',
+    'Kinyarwanda', 'Korean', 'Kyrgyz', 'Lao', 'Latgalian', 'Ligurian', 'Limburgish', 'Lingala',
+    'Lithuanian', 'Lombard', 'Luba-Kasai', 'Luo', 'Luxembourgish', 'Macedonian', 'Magahi',
+    'Maithili', 'Malayalam', 'Maltese', 'Maori', 'Marathi', 'Meitei (Bengali script)',
+    'Mesopotamian Arabic', 'Minangkabau (Latin script)', 'Mizo', 'Modern Standard Arabic',
+    'Moroccan Arabic', 'Mossi', 'Najdi Arabic', 'Nepali', 'Nigerian Fulfulde',
+    'North Azerbaijani', 'North Levantine Arabic', 'Northern Kurdish', 'Northern Sotho',
+    'Northern Uzbek', 'Norwegian Bokmål', 'Norwegian Nynorsk', 'Nuer', 'Nyanja', 'Occitan',
+    'Odia', 'Pangasinan', 'Papiamento', 'Plateau Malagasy', 'Polish', 'Portuguese', 'Romanian',
+    'Rundi', 'Russian', 'Samoan', 'Sango', 'Sanskrit', 'Santali', 'Sardinian', 'Scottish Gaelic',
+    'Serbian', 'Shan', 'Shona', 'Sicilian', 'Silesian', 'Sindhi', 'Sinhala', 'Slovak',
+    'Slovenian', 'Somali', 'South Azerbaijani', 'South Levantine Arabic', 'Southern Pashto',
+    'Southern Sotho', 'Southwestern Dinka', 'Spanish', 'Standard Latvian', 'Standard Malay',
+    'Standard Tibetan', 'Sundanese', 'Swahili', 'Swati', 'Swedish', 'Tagalog', 'Tajik',
+    'Tamasheq (Latin script)', 'Tamasheq (Tifinagh script)', 'Tamil', 'Tatar',
+    'Ta’izzi-Adeni Arabic', 'Telugu', 'Thai', 'Tigrinya', 'Tok Pisin', 'Tosk Albanian',
+    'Tsonga', 'Tswana', 'Tumbuka', 'Tunisian Arabic', 'Turkish', 'Turkmen', 'Twi', 'Ukrainian',
+    'Umbundu', 'Urdu', 'Uyghur', 'Venetian', 'Vietnamese', 'Waray', 'Welsh',
+    'West Central Oromo', 'Western Persian', 'Wolof', 'Xhosa', 'Yoruba', 'Yue Chinese', 'Zulu'
+]
+    The input value that is provided in the "Source Language" Dropdown component.
+
+tgt_lang : Same as src_lang
+    The input value that is provided in the "Target Language" Dropdown component.
+
+Returns:
+--------
+str
+    The translated output value that appears in the "Output Text" Textbox component.
+""")
+
+
+image_qa= Tool.from_space(
+    "microsoft/Magma-UI",
+    name="image_qa",
+    description="""
+Processes an input image and extracts structured information based on detection and OCR parameters.
+
+Parameters:
+-----------
+image_input : filepath
+    The input value provided in the "Upload image" Image component.
+
+box_threshold : float, optional (default=0.05)
+    The threshold used to filter detected boxes, provided via the "Box Threshold" Slider component.
+
+iou_threshold : float, optional (default=0.1)
+    The Intersection over Union (IOU) threshold used for non-max suppression, set via the "IOU Threshold" Slider component.
+
+use_paddleocr : bool, optional (default=True)
+    A flag indicating whether to use PaddleOCR for text extraction, controlled by the "Use PaddleOCR" Checkbox component.
+
+imgsz : float, optional (default=640)
+    The image resolution used during detection, set via the "Icon Detect Image Size" Slider component.
+
+instruction : str
+    The instruction or prompt provided in the "Text Input" Textbox component.
+
+Returns:
+--------
+tuple
+    A tuple containing:
+    - filepath : str  
+      The output image filepath displayed in the "Image Output" Image component.
+    - str  
+      The parsed text or screen element description shown in the "Parsed screen elements" Textbox component.
+"""
+)