From b840ea6b58ba79dd2ab63fb2f76b14628fd94c59 Mon Sep 17 00:00:00 2001 From: Sabine Fonderson | CEO Date: Fri, 27 Jun 2025 16:46:48 +0200 Subject: [PATCH] Add files via upload Hi Ed, --- .../clinic_booking_bot.ipynb | 344 ++++++++++++++++++ 1 file changed, 344 insertions(+) create mode 100644 community-contributions/clinic_booking_bot.ipynb diff --git a/community-contributions/clinic_booking_bot.ipynb b/community-contributions/clinic_booking_bot.ipynb new file mode 100644 index 0000000..d2d8b57 --- /dev/null +++ b/community-contributions/clinic_booking_bot.ipynb @@ -0,0 +1,344 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 170, + "id": "a1aa1b43-7a47-4aca-ae5f-94a9d4ba2d89", + "metadata": {}, + "outputs": [], + "source": [ + "## Clinic Booking Bot\n", + "\n", + "##Easily book your clinic visit – available only on weekdays between **14:00 and 15:00**. \n", + "##Speak or type, and get instant confirmation.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "id": "fe798c6a-f8da-46aa-8c0e-9d2623def3d2", + "metadata": {}, + "outputs": [], + "source": [ + "# import library\n", + "\n", + "import os\n", + "import json\n", + "from dotenv import load_dotenv\n", + "from openai import OpenAI\n", + "import gradio as gr\n", + "import base64\n", + "from io import BytesIO\n", + "from datetime import date\n", + "from PIL import Image, ImageDraw, ImageFont\n" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "id": "0ad4e526-e95d-4e70-9faa-b4236b105dd5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "OpenAI API Key exists and begins sk-proj-\n" + ] + } + ], + "source": [ + "# Save keys\n", + "\n", + "load_dotenv(override=True)\n", + "\n", + "openai_api_key = os.getenv('OPENAI_API_KEY')\n", + "if openai_api_key:\n", + " print(f\"OpenAI API Key exists and begins {openai_api_key[:8]}\")\n", + "else:\n", + " print(\"OpenAI API Key not set\")\n", + " \n", + "MODEL = \"gpt-4o-mini\"\n", + "openai = OpenAI()" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "id": "ae95308e-0002-4017-9f2c-fcb1ddb248fa", + "metadata": {}, + "outputs": [], + "source": [ + "# --- CONFIG ---\n", + "BOOKING_START = 14\n", + "BOOKING_END = 15\n", + "WEEKDAYS = [\"Monday\", \"Tuesday\", \"Wednesday\", \"Thursday\", \"Friday\"]\n", + "PHONE = \"010-1234567\"\n", + "confirmed_bookings = []\n" + ] + }, + { + "cell_type": "code", + "execution_count": 174, + "id": "e21b0fd0-4cda-4938-8867-dc2c6e7af4b1", + "metadata": {}, + "outputs": [], + "source": [ + "# --- TTS ---\n", + "def generate_tts(text, voice=\"fable\", filename=\"output.mp3\"):\n", + " response = openai.audio.speech.create(\n", + " model=\"tts-1\",\n", + " voice=\"fable\",\n", + " input=text\n", + " )\n", + " with open(filename, \"wb\") as f:\n", + " f.write(response.content)\n", + " return filename" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "id": "e28a5c3b-bd01-4845-a41e-87823f6bb078", + "metadata": {}, + "outputs": [], + "source": [ + "# --- Translate Booking Confirmation ---\n", + "def translate_text(text, target_language=\"nl\"):\n", + " prompt = f\"Translate this message to {target_language}:\\n{text}\"\n", + " response = openai.chat.completions.create(\n", + " model=\"gpt-4\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": \"You are a helpful translator.\"},\n", + " {\"role\": \"user\", \"content\": prompt}\n", + " ]\n", + " )\n", + " return response.choices[0].message.content.strip()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 176, + "id": "8ed57cc9-7d54-4a5d-831b-0efcc5b7a7a9", + "metadata": {}, + "outputs": [], + "source": [ + "# --- Booking Logic ---\n", + "def book_appointment(name, time_str):\n", + " try:\n", + " booking_time = datetime.strptime(time_str, \"%H:%M\")\n", + " except ValueError:\n", + " return \"Invalid time format. Use HH:MM.\", None, None\n", + "\n", + " hour = booking_time.hour\n", + " weekday = datetime.today().strftime(\"%A\")\n", + "\n", + " if weekday not in WEEKDAYS:\n", + " response = \"Bookings are only available on weekdays.\"\n", + " elif BOOKING_START <= hour < BOOKING_END:\n", + " confirmation = f\"Booking confirmed for {name} at {time_str}.\"\n", + " confirmed_bookings.append((name, time_str))\n", + " translated = translate_text(confirmation)\n", + " audio = generate_tts(translated)\n", + " image = generate_booking_image(name, time_str)\n", + " return translated, audio, image\n", + " else:\n", + " response = \"Sorry, bookings are only accepted between 14:00 and 15:00 on weekdays.\"\n", + " translated = translate_text(response)\n", + " audio = generate_tts(translated)\n", + " return translated, audio, None" + ] + }, + { + "cell_type": "code", + "execution_count": 177, + "id": "19b52115-f0f3-4d63-a463-886163d4cfd1", + "metadata": {}, + "outputs": [], + "source": [ + "# --- Booking Card ---\n", + "def generate_booking_image(name, time_str):\n", + " img = Image.new(\"RGB\", (500, 250), color=\"white\")\n", + " draw = ImageDraw.Draw(img)\n", + " msg = f\"\\u2705 Booking Confirmed\\nName: {name}\\nTime: {time_str}\"\n", + " draw.text((50, 100), msg, fill=\"black\")\n", + " return img" + ] + }, + { + "cell_type": "code", + "execution_count": 178, + "id": "2c446b6c-d410-4ba1-b0c7-c475e5259ff5", + "metadata": {}, + "outputs": [], + "source": [ + "# --- Voice Booking ---\n", + "def voice_booking(audio_path, name):\n", + " with open(audio_path, \"rb\") as f:\n", + " response = openai.audio.transcriptions.create(model=\"whisper-1\", file=f)\n", + " transcription = response.text.strip()\n", + "\n", + " system_prompt = \"\"\"\n", + " You are a clinic assistant. Extract only the appointment time from the user's sentence in 24-hour HH:MM format.\n", + " If no time is mentioned, respond with 'No valid time found.'\n", + " \"\"\"\n", + "\n", + " response = openai.chat.completions.create(\n", + " model=\"gpt-4\",\n", + " messages=[\n", + " {\"role\": \"system\", \"content\": system_prompt},\n", + " {\"role\": \"user\", \"content\": transcription}\n", + " ]\n", + " )\n", + " extracted_time = response.choices[0].message.content.strip()\n", + "\n", + " if \":\" in extracted_time:\n", + " return book_appointment(name, extracted_time)\n", + " else:\n", + " message = \"Sorry, I couldn't understand the time. Please try again.\"\n", + " translated = translate_text(message)\n", + " audio_path = generate_tts(translated)\n", + " return translated, audio_path, None" + ] + }, + { + "cell_type": "code", + "execution_count": 179, + "id": "121d2907-7fa8-4248-b2e7-83617ea66ff0", + "metadata": {}, + "outputs": [], + "source": [ + "# --- Chat Bot Handler ---\n", + "def chat_bot(messages):\n", + " system_prompt = \"\"\"\n", + " You are a clinic booking assistant. Your job is to:\n", + " - Greet the patient and explain your role\n", + " - Only assist with making appointments\n", + " - Accept bookings only on weekdays between 14:00 and 15:00\n", + " - Do not provide medical advice\n", + " - Always respond with empathy and clarity\n", + " \"\"\"\n", + " response = openai.chat.completions.create(\n", + " model=\"gpt-4\",\n", + " messages=[{\"role\": \"system\", \"content\": system_prompt}] + messages\n", + " )\n", + " reply = response.choices[0].message.content.strip()\n", + " audio = generate_tts(reply)\n", + " return reply, audio" + ] + }, + { + "cell_type": "code", + "execution_count": 180, + "id": "2427b694-8c57-40cb-b202-4a8989547925", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7898\n", + "* To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Gradio interface\n", + "with gr.Blocks(theme=gr.themes.Soft()) as demo:\n", + " gr.Markdown(\"\"\"## 🩺 GP Booking Assistant \n", + "Only available weekdays between **14:00 and 15:00** \n", + "☎️ Contact: {PHONE}\n", + "---\"\"\")\n", + "\n", + " name_global = gr.Textbox(label=\"Your Name\", placeholder=\"Enter your name\", interactive=True)\n", + "\n", + " with gr.Tab(\"💬 Chat Mode\"):\n", + " chatbot = gr.Chatbot(label=\"Booking Chat\", type=\"messages\", height=400)\n", + " text_input = gr.Textbox(label=\"Type your message or use your voice below\")\n", + " audio_input = gr.Audio(type=\"filepath\", label=\"🎙️ Or speak your request\")\n", + " chat_audio_output = gr.Audio(label=\"🔊 Assistant's Reply\", type=\"filepath\")\n", + " send_btn = gr.Button(\"Send\")\n", + "\n", + " def handle_chat(user_message, chat_history):\n", + " chat_history = chat_history or []\n", + " chat_history.append({\"role\": \"user\", \"content\": user_message})\n", + " reply, audio = chat_bot(chat_history)\n", + " chat_history.append({\"role\": \"assistant\", \"content\": reply})\n", + " return chat_history, \"\", audio\n", + "\n", + " def handle_audio_chat(audio_path, chat_history):\n", + " with open(audio_path, \"rb\") as f:\n", + " transcription = openai.audio.transcriptions.create(model=\"whisper-1\", file=f).text.strip()\n", + " return handle_chat(transcription, chat_history)\n", + "\n", + " send_btn.click(handle_chat, [text_input, chatbot], [chatbot, text_input, chat_audio_output])\n", + " text_input.submit(handle_chat, [text_input, chatbot], [chatbot, text_input, chat_audio_output])\n", + " audio_input.change(handle_audio_chat, [audio_input, chatbot], [chatbot, text_input, chat_audio_output])\n", + "\n", + "\n", + " \n", + " with gr.Tab(\"📝 Text Booking\"):\n", + " time_text = gr.Textbox(label=\"Preferred Time (HH:MM)\", placeholder=\"e.g., 14:30\")\n", + " btn_text = gr.Button(\"📅 Book via Text\")\n", + "\n", + " with gr.Tab(\"🎙️ Voice Booking\"):\n", + " voice_input = gr.Audio(type=\"filepath\", label=\"Say your preferred time\")\n", + " btn_voice = gr.Button(\"📅 Book via Voice\")\n", + "\n", + " output_text = gr.Textbox(label=\"Response\", interactive=False)\n", + " output_audio = gr.Audio(label=\"Audio Reply\", type=\"filepath\")\n", + " output_image = gr.Image(label=\"Booking Confirmation\")\n", + "\n", + " btn_text.click(fn=book_appointment, inputs=[name_global, time_text], outputs=[output_text, output_audio, output_image])\n", + " btn_voice.click(fn=voice_booking, inputs=[voice_input, name_global], outputs=[output_text, output_audio, output_image])\n", + "\n", + " gr.Markdown(\"\"\"---\n", + "This assistant does **not** give medical advice. It only books appointments within allowed hours.\n", + "\"\"\")\n", + "\n", + " demo.launch()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f359de0a-28b1-4895-b21d-91d79e494a0d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}