Upload Chatbot_using_Python_Project.ipynb

Chatbot_using_Python_Project.ipynb

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+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": 1,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "p0Z5GsQoEmXD",
+        "outputId": "7caf6827-6d2c-472e-ce35-27860e9e99f4"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
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+            "Installing collected packages: pydub, uvicorn, tomlkit, semantic-version, ruff, python-multipart, markupsafe, ffmpy, aiofiles, starlette, safehttpx, gradio-client, fastapi, gradio\n",
+            "  Attempting uninstall: markupsafe\n",
+            "    Found existing installation: MarkupSafe 3.0.2\n",
+            "    Uninstalling MarkupSafe-3.0.2:\n",
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+            "Successfully installed aiofiles-23.2.1 fastapi-0.115.8 ffmpy-0.5.0 gradio-5.16.0 gradio-client-1.7.0 markupsafe-2.1.5 pydub-0.25.1 python-multipart-0.0.20 ruff-0.9.6 safehttpx-0.1.6 semantic-version-2.10.0 starlette-0.45.3 tomlkit-0.13.2 uvicorn-0.34.0\n"
+          ]
+        }
+      ],
+      "source": [
+        "!pip install requests gradio"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "API_KEY = \"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\""
+      ],
+      "metadata": {
+        "id": "YuszAB9fFBuY"
+      },
+      "execution_count": 2,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import requests\n",
+        "\n",
+        "def chat_with_mistral(user_input):\n",
+        "    url = \"https://openrouter.ai/api/v1/chat/completions\"\n",
+        "\n",
+        "    headers = {\n",
+        "        \"Authorization\": f\"Bearer {API_KEY}\",\n",
+        "        \"Content-Type\": \"application/json\"\n",
+        "    }\n",
+        "\n",
+        "    data = {\n",
+        "        \"model\": \"mistralai/mistral-small-24b-instruct-2501:free\",\n",
+        "        \"messages\": [{\"role\": \"user\", \"content\": user_input}]\n",
+        "    }\n",
+        "\n",
+        "    response = requests.post(url, json=data, headers=headers)\n",
+        "\n",
+        "    if response.status_code == 200:\n",
+        "        return response.json()[\"choices\"][0][\"message\"][\"content\"]\n",
+        "    else:\n",
+        "        return f\"Error: {response.status_code} - {response.text}\"\n"
+      ],
+      "metadata": {
+        "id": "t5OD9edXFU44"
+      },
+      "execution_count": 9,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "user_input = \"what about indian cricket team\"\n",
+        "response = chat_with_mistral(user_input)\n",
+        "print(\"Chatbot:\", response)\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "xJeG3cJjFdS3",
+        "outputId": "d4db78c0-5cf3-41db-d9d6-a2a405301256"
+      },
+      "execution_count": 13,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Chatbot: As of my last update in October 2023, I can provide some general information about the Indian cricket team and recent developments before  that time. The Indian cricket team is one of the most successful and followed teams in the world. It is governed by the Board of Control for Cricket in India (BCCI). The team has a rich history and has produced many legendary players.\n",
+            "\n",
+            "### Key Points:\n",
+            "\n",
+            "1. **Format Success**:\n",
+            "   - **Tests**: The Indian team has had notable success in Test cricket, with many memorable series victories against strong opposition.\n",
+            "   - **ODIs**: India has won multiple ICC Cricket World Cups in the One-Day International (ODI) format.\n",
+            "   - **T20Is**: The team has also performed well in the Twenty20 International (T20I) format, including winning the ICC T20 World Cup in 2007.\n",
+            "\n",
+            "2. **Notable Players**:\n",
+            "   - Players like Sachin Tendulkar, Rahul Dravid, Sourav Ganguly, Virat Kohli, and MS Dhoni are legendary figures in Indian cricket.\n",
+            "\n",
+            "3. **Current Team**:\n",
+            "   As of October 2023, the Indian team was led by captain Rohit Sharma in white-ball cricket (ODIs and T20Is), Virat Kohli was the vice-captain. And the Test team was captained by Ajinkya Rahane or Rohit Sharma.\n",
+            "\n",
+            "4. **Coach and Support Staff**:\n",
+            "   The team's support staff, including coaching staff like Rahul Dravid\n",
+            " and support personnel, played a crucial role in shaping the team's performance.\n",
+            "\n",
+            "For the most up-to-date information, I recommend checking the latest news or official BCCI website. Is there a specific aspect or player you're interested in knowing more about?\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import gradio as gr\n",
+        "\n",
+        "def mistral_chatbot(user_input):\n",
+        "    return chat_with_mistral(user_input)\n",
+        "\n",
+        "# Created a chatbot interface\n",
+        "chatbot_ui = gr.Interface(\n",
+        "    fn=mistral_chatbot,\n",
+        "    inputs=\"text\",\n",
+        "    outputs=\"text\",\n",
+        "    title=\"Mistral AI Chatbot\",\n",
+        "    description=\"Chat with an AI-powered assistant using Mistral 7B.\"\n",
+        ")\n",
+        "\n",
+        "# Launching the chatbot\n",
+        "chatbot_ui.launch()\n"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 646
+        },
+        "id": "Cwq4s0QUHpus",
+        "outputId": "886243e5-10f4-491f-dde8-3cfb017a8532"
+      },
+      "execution_count": 14,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "Running Gradio in a Colab notebook requires sharing enabled. Automatically setting `share=True` (you can turn this off by setting `share=False` in `launch()` explicitly).\n",
+            "\n",
+            "Colab notebook detected. To show errors in colab notebook, set debug=True in launch()\n",
+            "* Running on public URL: https://f54edac6253dce14c4.gradio.live\n",
+            "\n",
+            "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)\n"
+          ]
+        },
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ],
+            "text/html": [
+              "<div><iframe src=\"https://f54edac6253dce14c4.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+            ]
+          },
+          "metadata": {}
+        },
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": []
+          },
+          "metadata": {},
+          "execution_count": 14
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "chat_history = []\n",
+        "\n",
+        "def chat_with_mistral_context(user_input):\n",
+        "    global chat_history  # Maintain history\n",
+        "\n",
+        "    url = \"https://api.mistral.ai/v1/chat/completions\"\n",
+        "    headers = {\n",
+        "        \"Authorization\": f\"Bearer {API_KEY}\",\n",
+        "        \"Content-Type\": \"application/json\"\n",
+        "    }\n",
+        "\n",
+        "    chat_history.append({\"role\": \"user\", \"content\": user_input})  # Add user message\n",
+        "\n",
+        "    data = {\n",
+        "        \"model\": \"mistralai/mistral-small-24b-instruct-2501:free\",\n",
+        "        \"messages\": chat_history\n",
+        "    }\n",
+        "\n",
+        "    response = requests.post(url, json=data, headers=headers)\n",
+        "\n",
+        "    if response.status_code == 200:\n",
+        "        bot_response = response.json()[\"choices\"][0][\"message\"][\"content\"]\n",
+        "        chat_history.append({\"role\": \"assistant\", \"content\": bot_response})  # Add bot response\n",
+        "        return bot_response\n",
+        "    else:\n",
+        "        return f\"Error: {response.status_code} - {response.text}\"\n"
+      ],
+      "metadata": {
+        "id": "HXrYQHifH8q2"
+      },
+      "execution_count": 15,
+      "outputs": []
+    }
+  ]
+}