examples/Advanced/example_Classify.py

@@ -0,0 +1,41 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+#Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+#Create the input string and prep it to pass it to the API
+reqbody='{"input":{"text":"Smiling makes everyone happy","lang":"en", "labels":["positive","negative"]} }'
+body = jsonpickle.decode(reqbody)
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_classification(body)
+
+print("Labels: ",result.labels)
+print("Scores: ",result.scores)
+
+
+#From URL:
+reqbody = '{"input":{"lang":"","url": "", "contentType":""} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://drive.google.com/uc?id=1U8z6TUkuGOfhphEYnTuS6LJe3NWdGzFC", "utf-8").decode("unicode_escape") 
+
+body["input"]["lang"] = "en"
+body["input"]["url"] = decoded_url
+body["input"]["contentType"] = "pdf"
+body["input"]["labels"] = ["positive","negative"]
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_classification(body)
+
+print("Labels: ",result.labels)
+print("Scores: ",result.scores)

examples/Advanced/example_ImageCaption.py

@@ -0,0 +1,25 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+#Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+#From URL:
+reqbody = '{"input":{"url": ""} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://i.redd.it/v1fvin01ynv51.jpg", "utf-8").decode("unicode_escape") 
+
+
+body["input"]["url"] = decoded_url
+
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_image_caption(body)
+
+print("Caption: ",result.generated_caption)

examples/Advanced/example_NER.py

@@ -0,0 +1,46 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+#Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+#Create the input string and prep it to pass it to the API
+reqbody='{"input":{"text":"FirstLanguage is a NLP company","lang":"en"} }'
+body = jsonpickle.decode(reqbody)
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+res = adv_api_controller.get_ner(body)
+
+for result in res:
+    print("Word: ",result.word)
+    print("Start index: ",result.start)
+    print("End index: ",result.end)
+    print("Entity Group: ",result.entity_group)
+
+#From URL:
+reqbody = '{"input":{"lang":"","url": "", "contentType":""} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://drive.google.com/uc?id=1U8z6TUkuGOfhphEYnTuS6LJe3NWdGzFC", "utf-8").decode("unicode_escape") 
+
+body["input"]["lang"] = "en"
+body["input"]["url"] = decoded_url
+body["input"]["contentType"] = "pdf"
+
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+res = adv_api_controller.get_ner(body)
+
+for result in res:
+    print("Word: ",result.word)
+    print("Start index: ",result.start)
+    print("End index: ",result.end)
+    print("Entity Group: ",result.entity_group)

examples/Advanced/example_QA.py

@@ -0,0 +1,45 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+#Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+#Create the input string and prep it to pass it to the API
+reqbody='{"input":{"context":"உப்பு, புளி, மிளகாய் மூன்றும் எப்போதும் ஒன்றாகவே இருக்கும். ஒருநாள், “குழம்பிற்கு யார் முக்கியம்? நீயா! நானா!” என்று சண்டை போட்டன. மூன்று பேரும் தனிதனியாகச் சென்று குழம்பில் சேரலாம் என்று முடிவு செய்தன. முதல் நாள், உப்பு மட்டும் குழம்பில் சேர்ந்து கொண்டது. “ஆ! ஒரே உப்பு! வாயில் வைக்க முடியவில்லை!” என்று எல்லோரும் கத்தினார்கள்","lang":"ta","question": "எவை மூன்றும் எப்போதும் ஒன்றாகவே இருக்கும்?"} }'
+body = jsonpickle.decode(reqbody)
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_qa(body)
+
+print("Score: ",result.score)
+print("Start index of the answer in the context: ",result.start)
+print("End index of the answer in the context: ",result.end)
+print("Answer: ",result.answer)
+
+
+#From URL:
+reqbody = '{"input":{"lang":"","url": "", "contentType":""} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://docs.google.com/document/d/1p8ER__mGPlu59zCrqH1PxNNao92qBsq-/export?format=docx", "utf-8").decode("unicode_escape") 
+
+body["input"]["lang"] = "en"
+body["input"]["url"] = decoded_url
+body["input"]["contentType"] = "docx"
+body["input"]["question"] = ["What is FirstLanguage's motto?"]
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_qa(body)
+
+print("Score: ",result.score)
+print("Start index of the answer in the context: ",result.start)
+print("End index of the answer in the context: ",result.end)
+print("Answer: ",result.answer)

examples/Advanced/example_Summary.py

@@ -0,0 +1,47 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+# Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+# Create the input string and prep it to pass it to the API
+reqbody = '{"input":{"text":"We at FirstLanguage Technologies build state-of-the-art NLP APIsolutions for your\
+     business at lowest price in the market. FirstLanguageTechnologies was founded in the year 2021 with a mission\
+          to spread NLP technology across the world. NLP for the masses is our motto. We provide API services which\
+               are simple to use, easy to integrate and can be understood very easily by anyone.\
+                    FirstLanguage provides basics APIssuch as, stemmer, POS Tagger, Morphological Analyzer.\
+                         and Lemmatizer. The advanced APIs provided by FirstLanguage are,Question Answering,\
+                              Table Question Answering, Summarization and Machine Translation. \
+                              All these APIs are built using state-of-the art deeplearning models fine tuned by us \
+                                  and works for 100 plus languages.","lang":"en"} }'
+body = jsonpickle.decode(reqbody)
+
+# Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+# Call the corresponding API
+res = adv_api_controller.get_summary(body)
+
+print(res.summary)
+
+# From URL:
+reqbody = '{"input":{"lang":"","url": "", "contentType":""} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://docs.google.com/document/d/1p8ER__mGPlu59zCrqH1PxNNao92qBsq-/export?format=docx",
+                    "utf-8").decode("unicode_escape")
+
+body["input"]["lang"] = "en"
+body["input"]["url"] = decoded_url
+body["input"]["contentType"] = "docx"
+
+
+# Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+# Call the corresponding API
+res = adv_api_controller.get_summary(body)
+
+print(res.summary)

examples/Advanced/example_TableQA.py

@@ -0,0 +1,44 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+#Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+#Create the input string and prep it to pass it to the API
+reqbody='{"input":{"flattable":{"Cities":["Paris, France","London, England","Lyon, France"],"Inhabitants":["2.161","8.982","0.513"]},"sendBackRows":false,"questions":["How many inhabitants in France","How Many inhabitants in England"]} }'
+body = jsonpickle.decode(reqbody)
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_table_qa(body)
+
+for item in result:
+    print("Query: ",item.query)
+    print("Answers: ",item.answer)
+
+
+
+
+#From URL:
+reqbody = '{"input":{"questions":"","url": "","sendBackRows":"false"} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://drive.google.com/uc?id=1IpBFNs4FlRRbDzL_XPtmGHou_Rvc5Mvq", "utf-8").decode("unicode_escape") 
+
+
+body["input"]["url"] = decoded_url
+body["input"]["questions"] = ["How many inhabitants in France"]
+
+#Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+#Call the corresponding API
+result = adv_api_controller.get_table_qa(body)
+
+for item in result:
+    print("Query: ",item.query)
+    print("Answers: ",item.answer)

examples/Advanced/example_Translation.py

@@ -0,0 +1,47 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+import base64
+import io
+
+# Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+# Create the input string and prep it to pass it to the API
+reqbody = '{"input":{"text":"Today is a good day","lang":"ta"} }'
+
+body = jsonpickle.decode(reqbody)
+
+# Initialize the corresponding controller Basic or Advacned
+adv_api_controller = client.advanced_api
+
+# Call the corresponding API
+res = adv_api_controller.get_translate(body)
+
+print(res.generated_text)
+
+# From URL:
+#Prepare input
+reqbody='{"input":{"lang":"ja","url": "https://drive.google.com/uc?id=1U8z6TUkuGOfhphEYnTuS6LJe3NWdGzFC", "contentType":"pdf","preserveFormat":"true"} }'
+body = jsonpickle.decode(reqbody)
+
+# Initialize the corresponding controller Basic or Advacned
+advanced_api_controller = client.advanced_api
+
+
+# Call the corresponding API
+result = advanced_api_controller.get_translate(body)
+
+if(body['input']['contentType'] == 'docx'):
+     with open('output.docx', 'w') as f:
+          f.write(result.text)
+     f.close()
+
+if(body['input']['contentType'] == 'pdf'):
+     with open('output.pdf', 'wb') as f:
+          f.write(result.text)
+     f.close()
+print("File saved to disk")
+

examples/Basic/example_Lemma.py

@@ -0,0 +1,44 @@
+from firstlanguage_python.firstlanguage_client import Client
+from firstlanguage_python.configuration import Environment
+import jsonpickle
+
+#Init client with apiKey. Environment will always be set to PRODUCTION for now.
+client = Client(
+    apikey='<Your_API_Key>',
+    environment=Environment.PRODUCTION,)
+
+#Create the input string and prep it to pass it to the API
+reqbody='{"input":{"text":"Smiling makes everyone happy","lang":"en"} }'
+body = jsonpickle.decode(reqbody)
+
+#Initialize the corresponding controller Basic or Advacned
+basic_api_controller = client.basic_api
+
+#Call the corresponding API
+result = basic_api_controller.get_lemma(body)
+
+#Parse the result
+for res in result:
+  print("Original Text passed: "+res.original_text)
+  print("Lemmatized result: "+res.lemmatized)
+
+
+#From URL:
+reqbody = '{"input":{"lang":"","url": "", "contentType":""} }'
+body = jsonpickle.decode(reqbody)
+decoded_url = bytes("https://drive.google.com/uc?id=1U8z6TUkuGOfhphEYnTuS6LJe3NWdGzFC", "utf-8").decode("unicode_escape") 
+
+body["input"]["lang"] = "en"
+body["input"]["url"] = decoded_url
+body["input"]["contentType"] = "pdf"
+
+#Initialize the corresponding controller Basic or Advacned
+basic_api_controller = client.basic_api
+
+#Call the corresponding API
+result = basic_api_controller.get_lemma(body)
+
+#Parse the result
+for res in result:
+  print("Original Text passed: "+res.original_text)
+  print("Lemmatized result: "+res.lemmatized)