# -*- coding: utf-8 -*- """Any Language Translator.ipynb Automatically generated by Colaboratory. Original file is located at https://colab.research.google.com/drive/1cJmy7eHRvwkQJDWOg775L2iSMjfR4dFx """ import os import openai import gradio as gr from dotenv import load_dotenv, find_dotenv _ = load_dotenv(find_dotenv()) # read local .env file os.environ["OPENAI_API_KEY"] = "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" openai.api_key = os.environ['OPENAI_API_KEY'] from langchain.chat_models import ChatOpenAI from langchain.chains import LLMChain from langchain.prompts import PromptTemplate llm = ChatOpenAI(model_name="gpt-3.5-turbo", temperature=0) translation_template = "Translate the following text from {source_language} to {target_language}: {text}" translation_prompt = PromptTemplate(input_variables=["source_language", "target_language", "text"], template=translation_template) translation_chain = LLMChain(llm=llm, prompt=translation_prompt) def translate(source_language: str, target_language: str, text: str) -> str: translated_text = translation_chain.predict(source_language=source_language, target_language=target_language, text=text) return translated_text inputs = [ gr.inputs.Textbox(label="Source Language"), gr.inputs.Textbox(label="Target Language"), gr.inputs.Textbox(label="Text to Translate") ] output = gr.outputs.Textbox(label="Translated Text") gr.Interface(fn=translate, inputs=inputs, outputs=output).launch()