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| import gradio as gr | |
| import openai | |
| from googletrans import Translator | |
| import os | |
| import openai | |
| import gradio as gr | |
| #if you have OpenAI API key as an environment variable, enable the below | |
| #openai.api_key = os.getenv("OPENAI_API_KEY") | |
| #if you have OpenAI API key as a string, enable the below | |
| openai.api_key = "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" | |
| start_sequence = "\nAI:" | |
| restart_sequence = "\nHuman: " | |
| prompt = "Imagination is the limit!!" | |
| def GPT3_Completion(prompt): | |
| # translate the prompt to English | |
| translator = Translator() | |
| prompt_english = translator.translate(prompt, dest='en').text | |
| openai.api_key = "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" | |
| response = openai.Completion.create( | |
| engine="text-davinci-002", | |
| prompt = prompt_english, | |
| temperature=0.7, | |
| max_tokens=3500 , | |
| top_p=1, | |
| frequency_penalty=0, | |
| presence_penalty=0 | |
| ) | |
| # translate the response to Spanish | |
| response_spanish = translator.translate(response['choices'][0]['text'], dest='es').text | |
| return response_spanish | |
| def chatgpt_clone(input, history): | |
| history = history or [] | |
| s = list(sum(history, ())) | |
| s.append(input) | |
| inp = ' '.join(s) | |
| output = GPT3_Completion(inp) | |
| history.append((input, output)) | |
| return history, history | |
| block = gr.Blocks() | |
| with block: | |
| gr.Markdown("""<h1><center>Chatbot with OpenAI API & Gradio</center></h1> | |
| """) | |
| chatbot = gr.Chatbot() | |
| message = gr.Textbox(placeholder=prompt) | |
| state = gr.State() | |
| submit = gr.Button("SEND") | |
| submit.click(chatgpt_clone, inputs=[message, state], outputs=[chatbot, state],api_name="True") | |
| block.launch() |