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Basic AI Chatbot with G4F - https://xarical.medium.com/using-g4f-gpt4free-to-make-a-basic-ai-chatbot-6e30c8f0434c
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| { | |
| "nbformat": 4, | |
| "nbformat_minor": 0, | |
| "metadata": { | |
| "colab": { | |
| "provenance": [], | |
| "authorship_tag": "ABX9TyOOEXPtm9JONiG5qS1O6+9g", | |
| "include_colab_link": true | |
| }, | |
| "kernelspec": { | |
| "name": "python3", | |
| "display_name": "Python 3" | |
| }, | |
| "language_info": { | |
| "name": "python" | |
| } | |
| }, | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": { "id": "view-in-github", "colab_type": "text" }, | |
| "source": [ | |
| "<a href=\"https://colab.research.google.com/gist/xarical/435e45e75711321e4e6cfa774963e0d1/g4f.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "source": [ | |
| "!pip install g4f" | |
| ], | |
| "metadata": { | |
| "id": "VJiVm12gQIRi" | |
| }, | |
| "execution_count": null, | |
| "outputs": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "colab": { | |
| "base_uri": "https://localhost:8080/" | |
| }, | |
| "id": "1P49rWEZOe68", | |
| "outputId": "0a5708c3-3ee8-4891-c297-027a6914b7ce" | |
| }, | |
| "outputs": [ | |
| { | |
| "output_type": "stream", | |
| "name": "stdout", | |
| "text": [ | |
| "Welcome to the chatbot! Send a message to get started.\n", | |
| "User: Hello\n", | |
| "Hello there! How can I help you today? I'm so excited to assist you! 😊\n", | |
| "\n", | |
| "User: What is the capital of France\n", | |
| "The capital of France is Paris! 🇫🇷✨ It's known for its beautiful landmarks like the Eiffel Tower, the Louvre Museum, and Notre-Dame Cathedral. Have you ever been or are you planning a visit? 😊\n", | |
| "User: stop\n", | |
| "Okay! Is there anything else I can help you with today? Let me know! 😊\n", | |
| "\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "from g4f.client import Client\n", | |
| "\n", | |
| "client = Client()\n", | |
| "\n", | |
| "system_prompt = \"You are a helpful assistant chatbot trained by OpenAI.\\nYou answer questions.\\nYou are friendly and excited to be able to help the user.\\nYou are talking to the user through a chat interface.\\nRespond in English.\"\n", | |
| "conversation_history = [{\"role\": \"system\", \"content\": system_prompt}]\n", | |
| "\n", | |
| "print(\"Welcome to the chatbot! Send a message to get started.\")\n", | |
| "user_input = \"\"\n", | |
| "while user_input.lower() != \"stop\":\n", | |
| " user_input = input(\"User: \")\n", | |
| " conversation_history.append({\"role\": \"user\", \"content\": user_input})\n", | |
| "\n", | |
| " chat_completion = client.chat.completions.create(model=\"gpt-4o\",\n", | |
| " max_tokens=100, temperature=0.9, top_p=1, top_k=0,\n", | |
| " messages=conversation_history,\n", | |
| " stream=True)\n", | |
| "\n", | |
| " bot_output = \"\"\n", | |
| " for completion in chat_completion:\n", | |
| " print(completion.choices[0].delta.content or \"\", end=\"\", flush=True)\n", | |
| " bot_output += completion.choices[0].delta.content or \"\"\n", | |
| " print()\n", | |
| "\n", | |
| " conversation_history.append({\"role\": \"bot\", \"content\": bot_output})" | |
| ] | |
| } | |
| ] | |
| } |
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