{
    "info": {
        "author": "Verius Technologhy",
        "author_email": "info@verius.ai",
        "bugtrack_url": null,
        "classifiers": [
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
        ],
        "description": "# PROJECT DESCRIPTION\n\nA Gateway for VeriUs Text Mining API.\nVersion: 0.1.6-beta (Anything on this document is subject to change.)\nPlease always use the most recent version.\n---\n\n## Authentication\n\nVeriUs Text API\u2019s uses \"API KEY\"s to authenticate incoming requests.\nYou should pass in your \"API KEY\" while creating the VeriUsAPI Object.\n\n###### INFO\n\n- You must replace **\u201c$API_KEY\u201d** with your **\u201cAPI KEY\u201d**.\n- Since our services are constantly get updated results in this page may or may not represent actual values.\n\n---\n## Installation and Importation\n\n```\n$ pip install requests\n$ pip install veriusapigateway\n$ python3\nfrom veriusapigateway import VeriUsAPIGateway\nVeriUsAPI = VeriUsAPIGateway(\"$API_KEY\")\n```\n\n---\n## Text Similarity\n\n**Estimate the degree of similarity between two texts**\n\n**Usage:**\n\n```\ntext1 = \"Artificial intelligence (AI), the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings.\"\ntext2 = \"AI (artificial intelligence) is the simulation of human intelligence processes by machines, especially computer systems.\"\nVeriUsAPI.text_similarity(text1, text2)\n{'result': 0.4136701519960154}\n```\n\n---\n## Language Detection\n\n**Detect the language of a text.**\n\n**Usage:**\n\n```\ntext = \"Yapay zeka (AI), bir dijital bilgisayar\u0131n veya bilgisayar kontroll\u00fc robotun, ak\u0131ll\u0131 varl\u0131klar ile yayg\u0131n olarak ili\u015fkili g\u00f6revleri ger\u00e7ekle\u015ftirme kabiliyetidir.\"\nVeriUsAPI.language(text)\n{'result': 'tr'}\n```\n\n---\n## Abusive Content Detection\n\n**Check if a sentence is abusive or not.**\n\n**Usage:**\n\n```\ntext = \"Yapay zeka (AI), bir dijital bilgisayar\u0131n veya bilgisayar kontroll\u00fc robotun, ak\u0131ll\u0131 varl\u0131klar ile yayg\u0131n olarak ili\u015fkili g\u00f6revleri ger\u00e7ekle\u015ftirme kabiliyetidir.\"\nVeriUsAPI.abusive(text)\n{'confidency': '0.9427243215855821', 'result': 'Non-abusive'}\n```\n\n---\n## Text Summarization\n\n**Summarize with the major points of the original document.**\n\n**Usage:**\n\n```\ntext = \"Bir kedi varm\u0131\u015f, \u00e7ok yaln\u0131zm\u0131\u015f.  \u00c7\u00fcnk\u00fc kedi, annesini ve babas\u0131n\u0131 kaybetmi\u015f.Her g\u00fcn yollarda gezermi\u015f a\u00e7 a\u00e7. \u00c7\u00f6pl\u00fckte ya\u015farm\u0131\u015f. Bir g\u00fcn bir evin yan\u0131ndan ge\u00e7erken bir \u00e7ocu\u011fa rastlam\u0131\u015f. \u00c7ocuk kediyi 2-3 dakika sevdikten sonra onu evine g\u00f6t\u00fcrm\u00fc\u015f, kedi ise hi\u00e7 bir \u015fey dememi\u015f \u00e7\u00fcnk\u00fc kedi hi\u00e7  Olamaz \u00e7\u00fcnk\u00fc onun bir ailesi var demi\u015f. Ancak \u00e7ocuk \u0131srar etmi\u015f ve babas\u0131n\u0131 ikna etmi\u015f. \u00c7ocuk da mutluymu\u015f kedi  de. Kediyi beslemeye ba\u015flam\u0131\u015flar. 1 sene ge\u00e7tikten sonra kedinin annesi ve babas\u0131 ortaya \u00e7\u0131km\u0131\u015f. Yavrular\u0131n\u0131 bulmak i\u00e7in \u00e7abalam\u0131\u015flar ve sonunda bulmu\u015flar. Kedi ilk \u00f6nce gitmek istememi\u015f fakat annesi babas\u0131 oldu\u011funu anlay\u0131nca hemen onlar\u0131n yan\u0131na gitmi\u015f. \u00c7ocuk a\u011flamaya ba\u015flam\u0131\u015f.-Anlad\u0131m baba, mutlu mutlu ya\u015fas\u0131nlar, demi\u015f. Kedi ve ailesi yola \u00e7\u0131km\u0131\u015flar, iyi bir hayata yeniden ba\u015flam\u0131\u015flar.\"\nVeriUsAPI.summary(text)\n{'result': '\u00c7ocuk kediyi 2-3 dakika sevdikten sonra onu evine g\u00f6t\u00fcrm\u00fc\u015f, kedi ise hi\u00e7 bir \u015fey dememi\u015f \u00e7\u00fcnk\u00fc kedi hi\u00e7  Olamaz \u00e7\u00fcnk\u00fc onun bir ailesi var demi\u015f. \u00c7ocuk da mutluymu\u015f kedi  de.'}\n\n```\n\n---\n## Keyword Extraction\n\n**Identify terms that best decribe the subject of a document.**\n\n**Usage:**\n\n```\ntext = \"Carl Sagan, D\u00fcnya d\u0131\u015f\u0131nda ak\u0131ll\u0131 hayat\u0131n ara\u015ft\u0131r\u0131lmas\u0131ndan yanayd\u0131. Bilim d\u00fcnyas\u0131n\u0131, D\u00fcnya d\u0131\u015f\u0131 ak\u0131ll\u0131 ya\u015fam formlar\u0131ndan gelen sinyalleri dinlemek i\u00e7in b\u00fcy\u00fck radyo-teleskoplar\u0131 kullanmaya sevk etmi\u015ftir. Di\u011fer gezegenlere sondalar g\u00f6nderilmesi gerekti\u011fini savunmu\u015ftur. Carl Sagan, 12 y\u0131l boyunca Icarus dergisinin edit\u00f6rl\u00fc\u011f\u00fcn\u00fc yapm\u0131\u015ft\u0131r. Planetary Society nin kurucular\u0131ndand\u0131r. Carl Sagan, SETI Enstit\u00fcs\u00fc n\u00fcn y\u00f6netim kurulunun bir \u00fcyesiydi.\"\nVeriUsAPI.keywords(text)\n{'result': 'Carl Sagan Ak\u0131ll\u0131'}\n```\n\n---\n## Entity Extraction\n\n**Identify relevant nouns (people, places and organizations) that are mentioned in a text.**\n\n**Usage:**\n\n```\ntext = \"Merhaba ben Ahmet, nas\u0131ls\u0131n\u0131z?\"\nVeriUsAPI.named_entitites(text)\n{'word_list': ['Merhaba', 'ben', 'Ahmet', ',', 'nas\u0131ls\u0131n\u0131z', '?'], 'prediction_list': ['O', 'O', 'B-PERSON', 'O', 'O', 'O']}\n```\n\n---\n## Distorted Language Detection\n\n**A fun project to detect distorted language spoken by the white collar.**\n\n**Usage:**\n\n```\ntext = \"Gelecek hafta i\u00e7in bir toplant\u0131 assign edip brainstorming yapal\u0131m ve bir an \u00f6nce bu konuda aksiyon alal\u0131m \u00e7\u00fcnk\u00fc deadline yakla\u015f\u0131yor.\"\nVeriUsAPI.distorted(text)\n{'result': '0.9992382579798134'}\n```\n\n---\n## Intent Detection\n\n**Determine the expressed intent of given text.**\n\n**Usage:**\n\n```\ntext = \"Merhaba banka hesab\u0131 a\u00e7mak istiyorum yard\u0131mc\u0131 olabilir misiniz?\"\nVeriUsAPI.intent(text)\n{'result': 'QUERY'}\n```\n\n---\n## Normalization\n\n**Normalize a given sentence to its proper written form**\n\n**Usage:**\n\n```\ntext = \"@dida bi yere gitcem b\u00fctttttt\u00fc\u00fc\u00fc\u00fcnnnnn insanlar h\u00fcr, haysiyet ve haklari bakimindan e$it do\u011farlaaaar.\"\nVeriUsAPI.normal(text)\n{'result': '@mansiyon[@dida] bir yere gidece\u011fim b\u00fct\u00fcn insanlar h\u00fcr , haysiyet ve haklar bak\u0131m\u0131ndan e\u015fit do\u011farlar .'}\n```\n\n---\n## Deasciifier\n\n**Replace ascii characters with Turkish characters**\n\n**Usage:**\n\n```\ntext = \"Dun yolda bir kedi gordum, cok sev\u0131ml\u0131yd\u0131. Hemen al\u0131p cantama koydum ve eve get\u0131rd\u0131m.\"\nVeriUsAPI.deasciified(text)\n{'result': 'D\u00fcn yolda bir kedi g\u00f6rd\u00fcm, \u00e7ok sevimliydi. Hemen al\u0131p \u00e7antama koydum ve eve getirdim.'}\n```\n\n---\n## Morphological Analysis\n\n**Decompose a given text to its morphogical characteristics**\n\n**Usage:**\n\n```\ntext = \"B\u00fct\u00fcn insanlar h\u00fcr , haysiyet ve haklar bak\u0131m\u0131ndan e\u015fit do\u011farlar .\"\nVeriUsAPI.morphology(text)\n{'result': '[[b\u00fct\u00fcn:Adj] b\u00fct\u00fcn:Adj, [insan:Noun] insan:Noun+lar:A3pl, [h\u00fcr:Adj] h\u00fcr:Adj, [,:Punc] ,:Punc, [haysiyet:Noun] haysiyet:Noun+A3sg, [ve:Conj] ve:Conj, [hak:Noun] hak:Noun+lar:A3pl, [bak\u0131m:Noun] bak\u0131m:Noun+A3sg+\u0131:P3sg+ndan:Abl, [e\u015fit:Adj] e\u015fit:Adj, [do\u011fmak:Verb] do\u011f:Verb+ar:Aor+lar:A3pl, [.:Punc] .:Punc]'}\n```\n\n---\n## Sexual Content Detection\n\n**An aggressive service to detect sexual content**\n\n**Usage:**\n\n```\ntext = \"Senden her yerin g\u00f6z\u00fckecek \u015fekilde foto\u011fraf istiyorum.\"\nVeriUsAPI.sexual(text)\n{'confidency': 0.9279416838064626, 'result': 'SEXUAL'}\n```\n\n---\n## Gibberish Detection\n\n**Detect whether words in a sentence are meaningful or not**\n\n**Usage:**\n\n```\ntext = \"R\u00d6HAEH\u00d6HEY. G\u00fclmeyi unuttuk be H\u00fcseyin.\"\nVeriUsAPI.gibberish(text)\n{'result': 'GIBBERISH'}\n```\n\n---\n## Sentence Tokenizer\n\n**Decompose a given text to its sentences**\n\n**Usage:**\n\n```\ntext = \"Ge\u00e7en g\u00fcn o geldi ama neden geldi hala belli de\u011fil.\"\nVeriUsAPI.sentence_tokens(text)\n{'result': ['Ge\u00e7en g\u00fcn o geldi', 'ama neden geldi', 'hala belli de\u011fil .']}\n```\n\n\n---\n## Sentiment Classification\n\n**Determine whether a text is positive or negative**\n\n**Usage:**\n\n```\ntext = \"Bu \u00fcr\u00fcn\u00fc hi\u00e7 be\u011fenmedim, iade etmek istiyorum.\"\nVeriUsAPI.sentiment(text)\n{'result': 'Negative'}\n```\n\n\n---\n## Turkish Stemmer\n\n**Find roots of given words in a sentence**\n\n**Usage:**\n\n```\ntext = \"B\u00fcy\u00fck haberlerle geldim sana.\"\nVeriUsAPI.stem(text)\n{'result': 'B\u00fcy\u00fck haber gel sen .'}\n```\n\n\n---\n## Topic Detection (Electronic Shop Domain)\n\n**Extract relevant topics from a given complaint on a specific domain**\n\n**Usage:**\n\n```\ntext = \"g\u00fcven veren g\u00fcler y\u00fczl\u00fc eleman enes i\u00e7in te\u015fekk\u00fcr ederim\"\nVeriUsAPI.topics_electronics(text)\n{'result': ['personel', 'te\u015fekk\u00fcr']}\n```\n\n\n---\n## Topic Detection (Clothing Domain)\n\n**Extract relevant topics from a given complaint on a specific domain**\n\n**Usage:**\n\n```\ntext = \"pantolon ald\u0131m 200 lira para verdim. \u0130ndirim yok mu hi\u00e7?\"\nVeriUsAPI.topics_clothing(text)\n{'result': ['\u00fcr\u00fcn', 'fiyat_kampanya']}\n```\n\n\n---\n## Topic Detection (Banking Domain)\n\n**Extract relevant topics from a given complaint on a specific domain**\n\n**Usage:**\n\n```\ntext = \"g\u00fcven veren g\u00fcler y\u00fczl\u00fc eleman enes i\u00e7in te\u015fekk\u00fcr ederim\"\nVeriUsAPI.topics_banking(text)\n{'result': ['personel', 'te\u015fekk\u00fcr']}\n```\n\n\n---\n## Topic Detection (Hospital Domain)\n\n**Extract relevant topics from a given complaint on a specific domain**\n\n**Usage:**\n\n```\ntext = \"Doktor beyden \u00e7ok memnun kald\u0131m. Te\u015fekk\u00fcrler.\"\nVeriUsAPI.topics_hospital(text)\n{'result': ['hekimlik_hizmeti', 'te\u015fekk\u00fcr']}\n```\n\n\n---\n## Topic Detection (Retail Domain)\n\n**Extract relevant topics from a given complaint on a specific domain**\n\n**Usage:**\n\n```\ntext = \"market i\u00e7inde mevcut k\u00f6t\u00fc bir koku var; bal\u0131k, et ve peynir reyonundan geliyor.\"\nVeriUsAPI.topics_market(text)\n{'result': ['ortam', '\u00fcr\u00fcn']}\n```\n\n\n---\n## Taxonomy\n\n**Classify the description of web sites**\n\n**Usage:**\n\n```\ntext = \"VeriUs teknoloji servis olarak yapay zeka (AIaaS) \u00fcr\u00fcnleri geli\u015ftiren \u00e7e\u015fitli yapay zeka, makine \u00f6\u011frenmesi, metin madencili\u011fi, do\u011fal dil isleme ve sosyal a\u011f analizi servisleri ve dan\u0131\u015fmanl\u0131\u011f\u0131 sa\u011flayan bir yapay zeka servis sa\u011flay\u0131c\u0131d\u0131r. Ekibimiz olduk\u00e7a donan\u0131ml\u0131 Yapay Zeka ara\u015ft\u0131rmac\u0131lar\u0131, makine \u00f6\u011frenmesi yaz\u0131l\u0131m m\u00fchendisleri ve veri bilimcilerden olu\u015fmaktad\u0131r. \u015eirketin kurucusunun 15+ y\u0131l akademik ve uygulamal\u0131 makine \u00f6\u011frenmesi ve metin madencili\u011fi tecr\u00fcbesi bulunmaktad\u0131r. Bir \u00fcniversite spin-off \u015firketi olarak VeriUs bu akademik ara\u015ft\u0131rma tecr\u00fcbesi ve \u00fcniversite ara\u015ft\u0131rma gruplar\u0131 ve laboratuvar\u0131ndaki birikmi\u015f olan bilgiyle desteklenmektedir. \u0130smimiz VeriUs T\u00fcrk\u00e7e Veri ve Us yani zeka kelimelerinin birle\u015fiminden olu\u015fmaktad\u0131r. \u0130smimiz odak noktam\u0131z\u0131 vurgulamaktad\u0131r; veri analizi ve yapay zeka.\"\nVeriUsAPI.taxonomy(text)\n{'result': 'Bilgisayar'}\n```\n\n\n---\n## Arabic Sentiment Classification\n\n**Determine whether a text is positive or negative**\n\n**Usage:**\n\n```\ntext = \"\u0644\u0645 \u064a\u0639\u062c\u0628\u0646\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u062a\u062c \u0648\u0623\u0631\u062f\u062a \u0625\u0639\u0627\u062f\u062a\u0647\"\nVeriUsAPI.arabic_sentiment(text)\n{'result': 'Negative'}\n```\n\n\n---\n## Arabic News Classification\n\n**Classify the subject of the given news**\n\n**Usage:**\n\n```\ntext = \"\u064a\u0646\u062a\u0638\u0631 \u0644\u0627\u0639\u0628 \u0641\u0631\u064a\u0642 \u0646\u0627\u0628\u0648\u0644\u064a \u0627\u0644\u0625\u064a\u0637\u0627\u0644\u064a \u0644\u0643\u0631\u0629 \u0627\u0644\u0642\u062f\u0645 \u0644\u0644\u0634\u0628\u0627\u0628\u060c \u062c\u064a\u0627\u0646\u0644\u0648\u0643\u0627 \u063a\u0627\u064a\u062a\u0627\u0646\u0648\u060c \u0645\u0633\u062a\u0642\u0628\u0644 \u0643\u0631\u0648\u064a \u0645\u0634\u0631\u0642 \u0646\u0638\u0631\u0627 \u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a\u0647 \u0648\u0645\u0647\u0627\u0631\u0627\u062a\u0647 \u0627\u0644\u0641\u0646\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0627\u0642\u0647 \u0628\u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0623\u0648\u0644 \u0644\u064a\u0633 \u0625\u0644\u0627 \u0645\u0633\u0623\u0644\u0629 \u0648\u0642\u062a.\u0648\u0627\u0633\u062a\u0639\u0631\u0636 \u062c\u064a\u0627\u0646\u0644\u0648\u0643\u0627 \u063a\u0627\u064a\u062a\u0627\u0646\u0648 \u0645\u0647\u0627\u0631\u0627\u062a\u0647 \u0627\u0644\u0641\u0646\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629\u060c \u0643\u0645\u0627 \u064a\u0638\u0647\u0631 \u0641\u064a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u0644\u062d\u0642\u060c \u062e\u0644\u0627\u0644 \u0645\u0628\u0627\u0631\u0627\u0629 \u0641\u0631\u064a\u0642\u0647 \u0636\u062f \u0643\u0627\u0644\u064a\u0627\u0631\u064a\u060c \u0641\u0642\u062f \u0627\u0646\u0637\u0644\u0642 \u0627\u0644\u0644\u0627\u0639\u0628 \u0627\u0644\u0648\u0627\u0639\u062f \u0645\u0646 \u0645\u0646\u062a\u0635\u0641 \u0627\u0644\u0645\u0644\u0639\u0628 \u062a\u0642\u0631\u064a\u0628\u0627 \u0648\u0631\u0627\u0648\u063a \u0639\u062f\u062f\u0627 \u0645\u0646 \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646 \u0648\u0645\u0646 \u062b\u0645 \u062d\u0627\u0631\u0633 \u0627\u0644\u0645\u0631\u0645\u0649 \u0642\u0628\u0644 \u0623\u0646 \u064a\u0633\u062c\u0644\u0627 \u0647\u062f\u0641\u0627 \u062c\u0645\u064a\u0644\u0627\u060c \u0648\u0627\u0633\u062a\u063a\u0631\u0642 \u0643\u0644 \u0630\u0644\u0643 \u062b\u0645\u0627\u0646\u064a \u062b\u0648\u0627\u0646 \u0641\u0642\u0637.\"\nVeriUsAPI.arabic_news_class(text)\n{'result': 'SPORTS'}\n```\n\n\n---\n## Arabic Text Summarization\n\n**Summarize with the major points of the original document in Arabic**\n\n**Usage:**\n\n```\ntext = \"\u0643\u0627\u0646\u062a \u062d\u0627\u062f\u062b\u0629 \u0627\u0633\u062a\u0647\u062f\u0627\u0641 \u0645\u0648\u0643\u0628 \u0631\u0626\u064a\u0633 \u0627\u0644\u0648\u0632\u0631\u0627\u0621 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u060c \u0631\u0627\u0645\u064a \u0627\u0644\u062d\u0645\u062f \u0627\u0644\u0644\u0647\u060c \u0641\u064a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629 \u062e\u0644\u0627\u0644 \u0634\u0647\u0631 \u0645\u0627\u0631\u0633/ \u0622\u0630\u0627\u0631 \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0635\u0627\u062f\u0645\u0629 \u0644\u0644\u0634\u0627\u0631\u0639 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u060c \u0648\u0623\u0635\u0627\u0628\u062a \u062c\u0647\u062f \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0645\u0635\u0627\u0644\u062d\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0641\u064a \u0645\u0642\u062a\u0644\u060c \u0644\u0627 \u0633\u064a\u0645\u0627 \u0628\u0639\u062f\u0645\u0627 \u062a\u0644\u0627\u0647\u0627 \u0645\u0646 \u0627\u062a\u0647\u0627\u0645 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0644\u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0628\u0648\u0642\u0648\u0641\u0647\u0627 \u062e\u0644\u0641 \u0627\u0644\u062d\u0627\u062f\u062b .\u0648\u062c\u0627\u0621\u062a \u0627\u0644\u0632\u064a\u0627\u0631\u0629 \u0641\u064a \u062d\u064a\u0646\u0647 \u0628\u0639\u062f \u0625\u062a\u0645\u0627\u0645 \u0627\u062a\u0641\u0627\u0642 \u0628\u064a\u0646 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\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0639\u0646\u0642 \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u064a\u062c\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0644\u0636\u0645\u0627\u0646 \u0647\u0630\u0627 \u0627\u0644\u062a\u0645\u0643\u064a\u0646 \u0623\u064a\u0636\u0627\u060c \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u0648\u0641\u062a\u062d \u0641\u064a \u0631\u0627\u0645 \u0627\u0644\u0644\u0647 \u0644\u062f\u064a\u0647\u0645 \u0627\u0639\u062a\u0631\u0627\u0636\u0627\u062a \u0648\u064a\u0628\u062f\u0648 \u0623\u0646\u0647\u0645 \u063a\u064a\u0631 \u0631\u0627\u063a\u0628\u064a\u0646 \u0628\u0627\u0644\u0642\u062f\u0648\u0645 \u0648\u062a\u062d\u0645\u0644 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0641\u064a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629\u060c \u0641\u0647\u0645 \u064a\u0648\u0627\u0635\u0644\u0648\u0646 \u0627\u0644\u062a\u0647\u0631\u0628 \u0648\u0648\u0636\u0639 \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0637\u0627\u062a \u0639\u0644\u0649 \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633\"\nVeriUsAPI.arabic_summary(text)\n{'result': '\u0643\u0627\u0646\u062a \u062d\u0627\u062f\u062b\u0629 \u0627\u0633\u062a\u0647\u062f\u0627\u0641 \u0645\u0648\u0643\u0628 \u0631\u0626\u064a\u0633 \u0627\u0644\u0648\u0632\u0631\u0627\u0621 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u060c \u0631\u0627\u0645\u064a \u0627\u0644\u062d\u0645\u062f \u0627\u0644\u0644\u0647\u060c \u0641\u064a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629 \u062e\u0644\u0627\u0644 \u0634\u0647\u0631 \u0645\u0627\u0631\u0633/ \u0622\u0630\u0627\u0631 \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0635\u0627\u062f\u0645\u0629 \u0644\u0644\u0634\u0627\u0631\u0639 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u060c \u0648\u0623\u0635\u0627\u0628\u062a \u062c\u0647\u062f \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0645\u0635\u0627\u0644\u062d\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0641\u064a \u0645\u0642\u062a\u0644\u060c \u0644\u0627 \u0633\u064a\u0645\u0627 \u0628\u0639\u062f\u0645\u0627 \u062a\u0644\u0627\u0647\u0627 \u0645\u0646 \u0627\u062a\u0647\u0627\u0645 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0644\u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0628\u0648\u0642\u0648\u0641\u0647\u0627 \u062e\u0644\u0641 \u0627\u0644\u062d\u0627\u062f\u062b .\u0648\u062c\u0627\u0621\u062a \u0627\u0644\u0632\u064a\u0627\u0631\u0629 \u0641\u064a \u062d\u064a\u0646\u0647 \u0628\u0639\u062f \u0625\u062a\u0645\u0627\u0645 \u0627\u062a\u0641\u0627\u0642 \u0628\u064a\u0646 \u062d\u0631\u0643\u062a\u064a \u0641\u062a\u062d \u0648\u062d\u0645\u0627\u0633 \u0648\u0628\u062d\u0636\u0648\u0631 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u0645\u0635\u0631\u064a \u0641\u064a \u0627\u0644\u0642\u0627\u0647\u0631\u0629 \u0641\u064a \u0623\u0643\u062a\u0648\u0628\u0631 / \u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0639\u0627\u0645 2017\u060c \u0648\u0627\u0644\u0630\u064a \u0646\u0635 \u0639\u0644\u0649 \u062a\u0633\u0644\u064a\u0645 \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642 \u0645\u0647\u0627\u0645\u0647\u0627 \u0641\u064a \u0648\u0632\u0627\u0631\u0627\u062a \u0648\u0645\u0624\u0633\u0633\u0627\u062a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629\u060c \u0648\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0639\u0627\u0628\u0631 \u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629.'}\n```\n\n\n\n---\n## Arabic Keyword Extraction\n\n**Identify terms that best describe the subject of a document in Arabic**\n\n**Usage:**\n\n```\ntext = \"\u0643\u0627\u0646\u062a \u062d\u0627\u062f\u062b\u0629 \u0627\u0633\u062a\u0647\u062f\u0627\u0641 \u0645\u0648\u0643\u0628 \u0631\u0626\u064a\u0633 \u0627\u0644\u0648\u0632\u0631\u0627\u0621 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u060c \u0631\u0627\u0645\u064a \u0627\u0644\u062d\u0645\u062f \u0627\u0644\u0644\u0647\u060c \u0641\u064a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629 \u062e\u0644\u0627\u0644 \u0634\u0647\u0631 \u0645\u0627\u0631\u0633/ \u0622\u0630\u0627\u0631 \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0635\u0627\u062f\u0645\u0629 \u0644\u0644\u0634\u0627\u0631\u0639 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u060c \u0648\u0623\u0635\u0627\u0628\u062a \u062c\u0647\u062f \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0645\u0635\u0627\u0644\u062d\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0641\u064a \u0645\u0642\u062a\u0644\u060c \u0644\u0627 \u0633\u064a\u0645\u0627 \u0628\u0639\u062f\u0645\u0627 \u062a\u0644\u0627\u0647\u0627 \u0645\u0646 \u0627\u062a\u0647\u0627\u0645 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0644\u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0628\u0648\u0642\u0648\u0641\u0647\u0627 \u062e\u0644\u0641 \u0627\u0644\u062d\u0627\u062f\u062b .\u0648\u062c\u0627\u0621\u062a \u0627\u0644\u0632\u064a\u0627\u0631\u0629 \u0641\u064a \u062d\u064a\u0646\u0647 \u0628\u0639\u062f \u0625\u062a\u0645\u0627\u0645 \u0627\u062a\u0641\u0627\u0642 \u0628\u064a\u0646 \u062d\u0631\u0643\u062a\u064a \u0641\u062a\u062d \u0648\u062d\u0645\u0627\u0633 \u0648\u0628\u062d\u0636\u0648\u0631 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u0645\u0635\u0631\u064a \u0641\u064a \u0627\u0644\u0642\u0627\u0647\u0631\u0629 \u0641\u064a \u0623\u0643\u062a\u0648\u0628\u0631 / \u062a\u0634\u0631\u064a\u0646 \u0627\u0644\u0623\u0648\u0644 \u0645\u0646 \u0639\u0627\u0645 2017\u060c \u0648\u0627\u0644\u0630\u064a \u0646\u0635 \u0639\u0644\u0649 \u062a\u0633\u0644\u064a\u0645 \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642 \u0645\u0647\u0627\u0645\u0647\u0627 \u0641\u064a \u0648\u0632\u0627\u0631\u0627\u062a \u0648\u0645\u0624\u0633\u0633\u0627\u062a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629\u060c \u0648\u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0639\u0627\u0628\u0631 \u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629. \u0623\u0639\u0642\u0627\u0628 \u0630\u0644\u0643 \u0627\u0644\u0627\u062a\u0641\u0627\u0642 \u0643\u0627\u0646\u062a \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642 \u0642\u062f \u0623\u0639\u0644\u0646\u062a \u062d\u0644\u0647\u0627 \u0642\u0636\u064a\u0629 \u0631\u0648\u0627\u062a\u0628 \u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0622\u0644\u0627\u0641 \u0645\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0639\u064f\u064a\u0646\u0648\u0627 \u0628\u0639\u062f \u062a\u0648\u0644\u064a \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0627\u0644\u062d\u0643\u0645 \u0641\u064a \u063a\u0632\u0629\u060c \u0645\u0646 \u0645\u0648\u0627\u0632\u0646\u062a\u0647\u0627 \u0644\u0639\u0627\u0645 2018\u060c \u0648\u0623\u0639\u0644\u0646\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629 \u0623\u0646 \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0623\u0639\u0627\u0642\u062a \u062a\u0645\u0643\u064a\u0646 \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642 \u0641\u064a \u063a\u0632\u0629. \u0647\u062f\u062f \u0632\u0639\u064a\u0645 \u062d\u0631\u0643\u0629 \u0641\u062a\u062d\u060c \u0631\u0626\u064a\u0633 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629\u060c \u0645\u062d\u0645\u0648\u062f \u0639\u0628\u0627\u0633\u060c \u0641\u064a \u0627\u0644\u0634\u0647\u0631 \u0630\u0627\u062a\u0647\u060c \u0628\u0627\u062a\u062e\u0627\u0630 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0636\u062f \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0645\u0627 \u0644\u0645 \u062a\u0644\u062a\u0632\u0645 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0628\u0627\u062a\u0641\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0645\u0635\u0627\u0644\u062d\u0629 \u0627\u0644\u0645\u062a\u0639\u0627\u0642\u0628\u0629\u060c \u0648\u062a\u064f\u0645\u0643\u0646 \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642 \u0645\u0646 \u0639\u0645\u0644\u0647\u0627 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0628\u0634\u0643\u0644 \u0643\u0627\u0645\u0644 \u0648\u0641\u0639\u0644 \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633 \u0641\u0623\u0643\u062f\u062a \u0623\u0646\u0647\u0627 \u0633\u0644\u0645\u062a \u0628\u0627\u0644\u0641\u0639\u0644 \u0627\u0644\u0633\u064a\u0637\u0631\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642\u060c \u0648\u0627\u0644\u0645\u0639\u0627\u0628\u0631 \u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629\u060c \u0645\u0648\u062c\u0647\u0629 \u0627\u0644\u0627\u062a\u0647\u0627\u0645 \u0644\u062d\u0631\u0643\u0629 \u0641\u062a\u062d \u0648\u0627\u0644\u0633\u0644\u0637\u0629 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629 \u0628\u0627\u0644\u0645\u0645\u0627\u0637\u0644\u0629 \u0641\u064a \u0631\u0641\u0639 \u0645\u0627 \u0648\u0635\u0641\u062a\u0647 \u0628\u0639\u0642\u0648\u0628\u0627\u062a\u0647\u0627 \u0639\u0646 \u0642\u0637\u0627\u0639 \u063a\u0632\u0629. \u0648\u0642\u0627\u0644 \u0627\u0644\u0642\u064a\u0627\u062f\u064a \u0641\u064a \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633, \u0623\u062d\u0645\u062f \u064a\u0648\u0633\u0641 \u0644\u0628\u064a \u0628\u064a \u0633\u064a \u0646\u062d\u0646 \u0627\u0644\u062a\u0632\u0645\u0646\u0627 \u0628\u0643\u0644 \u0645\u0627 \u0639\u0644\u064a\u0646\u0627 \u0644\u062a\u0645\u0643\u064a\u0646 \u062d\u0643\u0648\u0645\u0629 \u0627\u0644\u0648\u0641\u0627\u0642\u060c \u0648\u0637\u0631\u062d\u0646\u0627 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0648\u062c\u0648\u062f \u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0645\u0643\u0648\u0646 \u0625\u0645\u0627 \u0645\u0646 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0642\u064a\u0627\u062f\u064a \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a \u0627\u0644\u0645\u0624\u0642\u062a \u0623\u0648 \u0648\u0641\u062f \u0645\u0646 \u0627\u0644\u0645\u0635\u0631\u064a\u064a\u0646\u060c \u0644\u0644\u0625\u0642\u0627\u0645\u0629 \u0641\u064a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629 \u0648\u0644\u064a\u062d\u0643\u0645\u0648\u0627 \u0639\u0644\u0649 \u0645\u0633\u0623\u0644\u0629 \u0627\u0644\u062a\u0645\u0643\u064a\u0646 \u0645\u0646 \u0639\u062f\u0645\u0647\u0627 \u0648\u0628\u0627\u0644\u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0636\u064a \u062d\u0631\u0643\u062a\u064a \u0641\u062a\u062d \u0648\u062d\u0645\u0627\u0633.. \u0627\u0644\u062a\u0645\u0643\u064a\u0646 \u0645\u0648\u062c\u0648\u062f \u0648\u0647\u0646\u0627\u0643 \u0627\u0633\u062a\u062d\u0642\u0627\u0642\u0627\u062a \u0648\u0630\u0645\u0645 \u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0639\u0646\u0642 \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u064a\u062c\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0644\u0636\u0645\u0627\u0646 \u0647\u0630\u0627 \u0627\u0644\u062a\u0645\u0643\u064a\u0646 \u0623\u064a\u0636\u0627\u060c \u0627\u0644\u062d\u0643\u0648\u0645\u0629 \u0648\u0641\u062a\u062d \u0641\u064a \u0631\u0627\u0645 \u0627\u0644\u0644\u0647 \u0644\u062f\u064a\u0647\u0645 \u0627\u0639\u062a\u0631\u0627\u0636\u0627\u062a \u0648\u064a\u0628\u062f\u0648 \u0623\u0646\u0647\u0645 \u063a\u064a\u0631 \u0631\u0627\u063a\u0628\u064a\u0646 \u0628\u0627\u0644\u0642\u062f\u0648\u0645 \u0648\u062a\u062d\u0645\u0644 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0641\u064a \u0642\u0637\u0627\u0639 \u063a\u0632\u0629\u060c \u0641\u0647\u0645 \u064a\u0648\u0627\u0635\u0644\u0648\u0646 \u0627\u0644\u062a\u0647\u0631\u0628 \u0648\u0648\u0636\u0639 \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0637\u0627\u062a \u0639\u0644\u0649 \u062d\u0631\u0643\u0629 \u062d\u0645\u0627\u0633\"\nVeriUsAPI.arabic_keywords(text)\n{'result': '\u062d\u0643\u0648\u0645\u0629 \u062d\u0631\u0643\u0629 \u0644\u062d\u0631\u0643 \u062d\u0645\u0627\u0633 \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a \u062d\u0643\u0648\u0645 \u0648\u0641\u0627\u0642 \u062d\u0631\u0643 \u0641\u062a\u062d \u062d\u0645\u0627\u0633 \u0648\u0623\u0639\u0644\u0646 \u062d\u0643\u0648\u0645\u0629 \u062a\u0645\u0643\u064a\u0646 \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0633\u0644\u0637 \u0641\u0644\u0633\u0637\u064a\u0646\u064a\u0629 \u0627\u0644\u0645\u0635\u0627\u0644\u062d\u0629 \u0648\u0641\u0639\u0644 \u0628\u0627\u0644\u0641\u0639\u0644 \u0648\u0627\u0644\u0633\u0644\u0637\u0629 \u063a\u0632\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0644\u0647 \u0631\u0626\u064a\u0633 \u062d\u064a\u0646\u0647 \u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u062d\u0645\u062f \u0623\u062d\u0645\u062f \u0628\u0639\u062f\u0645 \u0644\u0627\u0647\u0627 \u0628\u0627\u0644\u0642\u062f\u0648\u0645 \u062d\u0645\u0644 \u0627\u0644\u062a\u0647\u0631\u0628 \u0648\u0636\u0639 \u0630 \u0627\u062a\u062e\u0627\u0630 \u0623\u0639\u0644\u0646\u062a \u0639\u062f\u0645'}\n```\n\n\n",
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        "project_url": "https://pypi.org/project/veriusapigateway/",
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