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app.py

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+import os
+# import openai
+from dotenv import dotenv_values
+from langchain.llms import OpenAI
+from langchain.chat_models import ChatOpenAI
+from langchain import PromptTemplate
+import gradio as gr
+import random
+import string
+
+
+
+env_values = dotenv_values("./env.env")
+openai_api_key = env_values['OPEN_API_KEY']
+
+# openai_api_key = "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"
+
+llm = OpenAI(openai_api_key= openai_api_key, model_name="gpt-3.5-turbo", temperature= 0.0)
+
+template = """Translate the text. You are a very professional translator. Translate the given sentence into {target}\
+
+Text: {query}
+
+Translated text: """
+
+prompt_template = PromptTemplate(
+    input_variables=["target", "query"],
+    template=template
+)
+
+
+def random_punctuation(text):
+    # punctuation = "#$%&*+-<=>@^_~"
+    punctuation = "_"
+    new_text = ""
+    for word in text.split():
+        if (len(word) > 3) or (word == 'غزة') or (word == 'غزه'):
+            result = ""
+            middle = len(word) // 2
+            middel_of_text = word[:middle] + random.choice(punctuation) + word[middle:]
+            # result = random.choice(punctuation) + middel_of_text + random.choice(punctuation)
+            result = '*' + middel_of_text + "*"
+            new_text += result + " "
+        else:
+            new_text += word + " "
+    return new_text.strip()
+
+def MT(query, target):
+    translated_text = llm(prompt_template.format(target = target, query=query))
+    return translated_text
+
+def gradio_func(query, target, style):
+    if len(query) > 400:
+        return "Please make your text shorter than upove | الرجاء تصغير النص للترجمه"
+    translated_text = MT(query, target)
+    if style == "Translate | الترجمه":
+        return translated_text
+    elif style == "Change the text | تغيير النص":
+        return random_punctuation(text)
+    else:
+        return random_punctuation(translated_text)
+    
+    
+    
+gr.close_all()
+demo = gr.Interface(fn=gradio_func, 
+                    inputs=[
+                        gr.Textbox(label="Your Text | النص الخاص بك", lines= 4),
+
+                        gr.Radio(["Arabic", "English", "Mandarin Chinese", "Spanish", "Hindi", "Bengali", "Portuguese", "Russian", "Japanese", "French"],
+                                 label="Languages | اللغات",
+                                 info= "Which language you want to translate? | ما هي اللغه التي تود الترجمه إليها؟"),
+
+                        gr.Radio(["Translate | الترجمه", 
+                                  "Change the text | تغيير النص",
+                                  "Translate and change the text | الترجمه و تغير النص معاً"],
+                                 label="What you want? | ماذا تريد؟")
+                    ],
+                    outputs=[
+                        gr.Textbox(label="Generated Text", lines=4)
+
+                    ],
+                    title="Text Translation And Text Formatter For Palestinian Case, Support Palestine 🇵🇸.",
+                    description="## Flag, for any errorneous output.",
+                   )
+demo.launch(share=True)

requirements.txt

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+aiofiles==23.2.1
+aiohttp==3.8.6
+aiosignal==1.3.1
+altair==5.1.2
+annotated-types==0.6.0
+anyio==3.7.1
+async-timeout==4.0.3
+attrs==23.1.0
+certifi==2023.7.22
+charset-normalizer==3.3.1
+click==8.1.7
+contourpy==1.1.1
+cycler==0.12.1
+dataclasses-json==0.6.1
+exceptiongroup==1.1.3
+fastapi==0.104.0
+ffmpy==0.3.1
+filelock==3.13.0
+fonttools==4.43.1
+frozenlist==1.4.0
+fsspec==2023.10.0
+gradio==3.50.2
+gradio_client==0.6.1
+h11==0.14.0
+httpcore==0.18.0
+httpx==0.25.0
+huggingface-hub==0.18.0
+idna==3.4
+importlib-resources==6.1.0
+Jinja2==3.1.2
+jsonpatch==1.33
+jsonpointer==2.4
+jsonschema==4.19.1
+jsonschema-specifications==2023.7.1
+kiwisolver==1.4.5
+langchain==0.0.325
+langsmith==0.0.53
+MarkupSafe==2.1.3
+marshmallow==3.20.1
+matplotlib==3.8.0
+multidict==6.0.4
+mypy-extensions==1.0.0
+numpy==1.26.1
+openai==0.28.1
+orjson==3.9.10
+packaging==23.2
+pandas==2.1.2
+Pillow==10.1.0
+pydantic==2.4.2
+pydantic_core==2.10.1
+pydub==0.25.1
+pyparsing==3.1.1
+python-dateutil==2.8.2
+python-dotenv==1.0.0
+python-multipart==0.0.6
+pytz==2023.3.post1
+PyYAML==6.0.1
+referencing==0.30.2
+requests==2.31.0
+rpds-py==0.10.6
+semantic-version==2.10.0
+six==1.16.0
+sniffio==1.3.0
+SQLAlchemy==2.0.22
+starlette==0.27.0
+tenacity==8.2.3
+toolz==0.12.0
+tqdm==4.66.1
+typing-inspect==0.9.0
+typing_extensions==4.8.0
+tzdata==2023.3
+urllib3==2.0.7
+uvicorn==0.23.2
+websockets==11.0.3
+yarl==1.9.2