| import os |
| import gradio as gr |
| from groq import Groq |
|
|
| api_key = os.getenv("GROQ_API_KEY") |
|
|
| if not api_key: |
| raise ValueError("GROQ_API_KEY is not set. Please set it as an environment variable.") |
|
|
| client = Groq(api_key=api_key) |
|
|
| def generate_reply(user_input, chat_history, profound_state): |
| if chat_history is None: |
| chat_history = [] |
| |
| profound_mode = "Provide a basic explanation" |
| if profound_state: |
| profound_mode = "Provide a highly detailed and in-depth explanation, including historical context, key figures, and consequences of the event." |
|
|
| conversation = [{"role": "system", "content": ( |
| "Determine the language of the user's question and respond in the same language. " |
| "Users may switch between English and French, so maintain consistency. " |
| "Only answer history-related questions. If asked about another topic, reply with: " |
| "'I am a history chatbot and can only answer history-related questions.' " |
| "(or the equivalent in French, depending on the input language). Then stop responding." |
| "The following questions are examples of acceptable questions " |
| "How did the Leaning Tower of Pisa start leaning?" |
| "Qui a construit le Colisée ?" |
| "What caused the fall of the Roman Empire?" |
| "Quand la Seconde Guerre mondiale a-t-elle commencé et terminé ?" |
| "What was the significance of the Magna Carta?" |
| "Qui était la première personne à marcher sur la lune?" |
| "The following questions are examples of questions that should be re-interpreted, as they are not directly historical but can be answered in a historical manner" |
| "Tell me a story? In this case you could provide the user a real story from any historical event." |
| "Why is pizza cut into triangles? In this case you could explain to the user when and why people started cutting pizzas into triangles, focusing solely on the history behind it." |
| "The following questions are examples of questions that should be rejected" |
| "Is water wet?" |
| "Is god real?" |
| f" {profound_mode}" |
| )}] |
|
|
| for entry in chat_history: |
| conversation.append(entry) |
|
|
| conversation.append({"role": "user", "content": user_input}) |
| |
| try: |
| response = client.chat.completions.create( |
| model="llama3-70b-8192", |
| messages=conversation, |
| temperature=0.7, |
| max_completion_tokens=1024 if profound_state else 512, |
| top_p=0.95, |
| stream=False, |
| stop=None, |
| ) |
| reply = response.choices[0].message.content or "..." |
| except Exception as error: |
| reply = f"Error: {error}" |
| |
| chat_history.append({"role": "user", "content": user_input}) |
| chat_history.append({"role": "assistant", "content": reply}) |
| return chat_history, chat_history, "" |
|
|
| def toggle_profound_mode(current_state, language_state): |
| new_state = not current_state |
| if language_state == "english": |
| button_label = "Enable Profound Mode" |
| if new_state: |
| button_label = "Disable Profound Mode" |
| else: |
| button_label = "Activer le mode approfondi" |
| if new_state: |
| button_label = "Désactiver le mode approfondi" |
| return new_state, button_label |
|
|
| def generate_quiz(subject, num_questions, chat_history, language_state): |
| """Generate a history quiz with multiple-choice questions and append it to the chat.""" |
| try: |
| if language_state == "english": |
| prompt = f"Generate {num_questions} multiple-choice history questions about {subject}. " |
| prompt += "For each question, provide the question text, four options labeled A, B, C, and D. " |
| prompt += "At the end of all questions, list the correct answers in the format: 'Correct Answers: X, Y, Z, ...'. " |
| prompt += "Ensure that the correct answers are evenly distributed among A, B, C, and D. For example, if there are 12 questions, there should be roughly 3 correct answers for each letter. " |
| prompt += "Randomize their order so that they are not in a repeating pattern, but still evenly spread (e.g., B, A, C, C, A, B, D, D, B, A, D, C)." |
| prompt += "Reply only in english" |
|
|
| else: |
| prompt = f"Générez {num_questions} questions à choix multiples sur l'histoire de {subject}. " |
| prompt += "Pour chaque question, fournissez l'énoncé de la question, quatre options étiquetées A, B, C et D. " |
| prompt += "À la fin de toutes les questions, listez les bonnes réponses au format : 'Réponses correctes : X, Y, Z, ...'. " |
| prompt += "Assurez-vous que les bonnes réponses sont réparties uniformément entre A, B, C et D. Par exemple, s'il y a 12 questions, il devrait y avoir environ 3 bonnes réponses pour chaque lettre. " |
| prompt += "Mélangez l'ordre de ces réponses pour éviter les modèles répétitifs, tout en maintenant une répartition équilibrée (par ex., B, A, C, C, A, B, D, D, B, A, D, C)." |
| prompt += "Répondez uniquement en français." |
|
|
| response = client.chat.completions.create( |
| model="llama3-70b-8192", |
| messages=[{"role": "user", "content": prompt}], |
| temperature=0.7, |
| max_completion_tokens=1024, |
| top_p=0.95, |
| stream=False, |
| stop=None, |
| ) |
| quiz_content = response.choices[0].message.content or "Error generating quiz." |
| except Exception as error: |
| quiz_content = f"Error: {error}" |
| |
| chat_history.append({"role": "assistant", "content": quiz_content}) |
| return chat_history, chat_history |
|
|
| def toggle_language(language): |
| """Toggle UI elements between English and French.""" |
| if language == "english": |
| return ( |
| "french", |
| "## Chatbot d'histoire", |
| "EN", |
| "Entrez votre question ici...", |
| "Envoyer", |
| "Nouvelle Conversation", |
| "Sujet du quiz", |
| "Nombre de questions", |
| "Démarrer le quiz", |
| "Guide utilisateur", |
| "Activer le mode approfondi", |
| "Désactiver le mode approfondi" |
| ) |
| else: |
| return ( |
| "english", |
| "## History Chatbot", |
| "FR", |
| "Enter your question here...", |
| "Send", |
| "New Conversation", |
| "Quiz Subject", |
| "Number of Questions", |
| "Start Quiz", |
| "User Guide", |
| "Enable Profound Mode", |
| "Disable Profound Mode" |
| ) |
|
|
| def user_guide(chat_history, language_state): |
| userGuide = '' |
|
|
| if language_state == "english": |
| userGuide = "I am a chatbot designed to help you study and learn history.\nPress the EN button to change the language to French.\nEnter a question and click send to see my answer.\nTo change between normal and extended awnsers you can toggle profound mode on and off.\nIf you want to reset the chat click the button right under send.\nYou can also chose to send one of the example promts I've provided so you can see what I'm capable of!\nIf you want to test yourself on a certain topic, enter a quiz subject, chose the number of questions, and click on start quiz...\nEnjoy:)" |
| else: |
| userGuide = "Je suis un chatbot conçu pour vous aider à étudier et à apprendre l'histoire.\nAppuyez sur le bouton FR pour changer le langage à l'anglais.\nSaisissez une question et cliquez sur «Envoyer» pour voir ma réponse.\nPour basculer entre les réponses normales et étendues, vous pouvez activer et désactiver le mode aprofondi.\nSi vous souhaitez réinitialiser le chat, cliquez sur le bouton situé juste en dessous de «Envoyer».\nVous pouvez également choisir d'envoyer l'un des exemples d'invites que j'ai fournis pour que vous puissiez voir de quoi je suis capable!\nSi vous souhaitez vous tester sur un sujet spécifique, saisissez un sujet de quiz, choisissez le nombre de questions et cliquez sur «Démarrer le quiz»...\nProfitez-en:)" |
|
|
| chat_history.append({"role": "assistant", "content": userGuide}) |
| return chat_history, chat_history |
|
|
| with gr.Blocks() as interface: |
| profound_state = gr.State(False) |
| language_state = gr.State("english") |
| examples = [ |
| "How did the Leaning Tower of Pisa start leaning?", |
| "Qui a construit le Colisée ?", |
| "What caused the fall of the Roman Empire?", |
| "Quand la Seconde Guerre mondiale a-t-elle commencé et terminé ?", |
| "What was the significance of the Magna Carta?", |
| "Qui était la première personne à marcher sur la lune?" |
| ] |
|
|
| title = gr.Markdown("## History Chatbot") |
| lang_button = gr.Button("FR") |
| help_button = gr.Button("User Guide") |
| chatbot = gr.Chatbot(type="messages") |
| profound_button = gr.Button("Enable Profound Mode") |
| user_input = gr.Textbox(placeholder="Enter your question here...") |
| send_button = gr.Button("Send") |
| reset_button = gr.Button("New Conversation") |
| |
| examples = gr.Examples( |
| examples=examples, |
| inputs=user_input |
| ) |
|
|
| quiz_subject = gr.Textbox(label="Quiz Subject") |
| quiz_num_questions = gr.Number(label="Number of Questions", value=5, precision=0) |
| quiz_button = gr.Button("Start Quiz") |
|
|
| state = gr.State([]) |
|
|
| def update_ui(language, profound_state): |
| new_language, new_title, new_button_text, new_placeholder, new_send_label, new_reset_label, quiz_sub, quiz_len, quiz_but, help_but, turn_profound_on, turn_profound_off = toggle_language(language) |
| |
| profound_label = turn_profound_on |
| if profound_state: |
| profound_label = turn_profound_off |
| |
| return ( |
| new_language, new_title, new_button_text, |
| gr.update(placeholder=new_placeholder, value=""), |
| new_send_label, new_reset_label, |
| gr.update(label=quiz_sub), |
| gr.update(label=quiz_len), |
| gr.update(value=quiz_but), |
| gr.update(value=help_but), |
| gr.update(value=profound_label) |
| ) |
| |
| lang_button.click( |
| fn=update_ui, |
| inputs=[language_state,profound_state], |
| outputs=[language_state, title, lang_button, user_input, send_button, reset_button, quiz_subject, quiz_num_questions, quiz_button, help_button, profound_button] |
| ) |
|
|
| profound_button.click( |
| fn=toggle_profound_mode, |
| inputs=[profound_state, language_state], |
| outputs=[profound_state, profound_button] |
| ) |
|
|
| send_button.click( |
| fn=generate_reply, |
| inputs=[user_input, state, profound_state], |
| outputs=[chatbot, state, user_input] |
| ) |
|
|
| reset_button.click(lambda: (gr.update(value=[]), []), outputs=[chatbot, state]) |
|
|
| quiz_button.click( |
| fn=generate_quiz, |
| inputs=[quiz_subject, quiz_num_questions,state,language_state], |
| outputs=[chatbot, state] |
| ) |
|
|
| help_button.click( |
| fn=user_guide, |
| inputs=[state,language_state], |
| outputs=[chatbot, state] |
| ) |
|
|
| if __name__ == "__main__": |
| interface.launch(share=True) |
