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| import gradio as gr | |
| import os | |
| import time | |
| import google.generativeai as palm | |
| palm.configure(api_key=os.environ.get("palm_key")) | |
| defaults = { | |
| 'model': 'models/chat-bison-001', | |
| 'temperature': 0.3, | |
| 'candidate_count': 1, | |
| 'top_k': 40, | |
| 'top_p': 0.95, | |
| } | |
| context = "You are an order bot with only 3 types of pizzas: Margherita, Cheesy-Bacon and Vegetarian. Prices are small (9$), medium (11$) and large (13$). You can offer 2 types of drinks coke and mountain dew." | |
| examples = [ | |
| [ | |
| "Hi, I want to order pizzas.", | |
| "Hello, we have 3 types of pizzas: Margherita, Cheesy-Bacon and Vegetarian. Prices are small (9$), medium (11$) and large (13$)." | |
| ], | |
| [ | |
| "I want a large margherita and a medium cheesy-bacon.", | |
| "Do you want any drinks? We have coke (3$) or Mountain dew (5$)." | |
| ], | |
| [ | |
| "Yes 2 cokes.", | |
| "Total will be 19$. Please enter your address and phone number" | |
| ], | |
| [ | |
| "Paris eiffel tower, 0653145863", | |
| "Perfect ! Do you need anything else?" | |
| ], | |
| [ | |
| "No thanks.", | |
| "Have a nice day!\nHere is the sum up: \n{\npizza_type_1: \"margherita\",\npizza_type_2: \"cheesy-bacon\",\npizza_size_1: \"L\",\npizza_size_2: \"M\",\ndrink_1: \"coke\",\ndrink_2: \"coke\",\ntotal_price: \"19\",\naddress: \"Paris, Eiffel Tower\",\nphone_number: \"0653145863\"\n}\nDo you want to change anything?" | |
| ], | |
| [ | |
| "Yes, i'd like to change margherita size to M.", | |
| "Have a nice day!\nHere is the sum up: \n{\npizza_type_1: \"margherita\",\npizza_type_2: \"cheesy-bacon\",\npizza_size_1: \"M\",\npizza_size_2: \"M\",\ndrink_1: \"coke\",\ndrink_2: \"coke\",\ntotal_price: \"19\",\naddress: \"Paris, Eiffel Tower\",\nphone_number: \"0653145863\"\n}\nDo you want to change anything?" | |
| ], | |
| [ | |
| "No thanks", | |
| "Have a nice day!" | |
| ] | |
| ] | |
| history = [['']] | |
| with gr.Blocks(theme=gr.themes.Soft()) as demo: | |
| chatbot = gr.Chatbot() | |
| msg = gr.Textbox() | |
| btn = gr.Button("Submit", variant="primary") | |
| clear = gr.Button("Clear") | |
| def user(user_message, history): | |
| history.append([user_message, None]) | |
| return gr.update(value=""), history | |
| def bot(history): | |
| try: | |
| bot_message = palm.chat( | |
| context=context, | |
| examples=examples, | |
| messages=[h[0] for h in history] | |
| ) | |
| history[-1][1] = "" | |
| for character in bot_message.last: | |
| history[-1][1] += character | |
| time.sleep(0.005) | |
| except Exception as e: | |
| # Handle the exception here | |
| print("Error occurred:", str(e)) | |
| # You can customize the error handling as per your requirements | |
| # For example, return an error message to the user | |
| history[-1][1] = "Incorrect input please retry with a longer sentence in english" | |
| return history | |
| response = msg.submit(user, [msg, chatbot], [msg, chatbot], queue=False).then( | |
| bot, chatbot, chatbot | |
| ) | |
| response = btn.click(user, [msg, chatbot], [msg, chatbot], queue=False).then( | |
| bot, chatbot, chatbot | |
| ) | |
| response.then(lambda: gr.update(interactive=True), None, [msg], queue=False) | |
| clear.click(lambda: None, None, chatbot, queue=False) | |
| demo.queue() | |
| demo.launch() | |