Saarthi_backend.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "view-in-github"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/that-coding-kid/Saarthi/blob/main/Saarthi_backend.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "irm_zc4H2lGR",
        "outputId": "265dbc20-afee-4213-e4e1-0f698c6befd9"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: django in /usr/local/lib/python3.10/dist-packages (5.0.1)\n",
            "Requirement already satisfied: asgiref<4,>=3.7.0 in /usr/local/lib/python3.10/dist-packages (from django) (3.7.2)\n",
            "Requirement already satisfied: sqlparse>=0.3.1 in /usr/local/lib/python3.10/dist-packages (from django) (0.4.4)\n",
            "Requirement already satisfied: typing-extensions>=4 in /usr/local/lib/python3.10/dist-packages (from asgiref<4,>=3.7.0->django) (4.9.0)\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/that-coding-kid/Saarthi.git\n",
        "!pip install django\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "R8R1X8cE8FF2"
      },
      "outputs": [],
      "source": [
        "#!python manage.py startapp bot"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "id": "wQCCysdr8OIO",
        "outputId": "d5db4d6d-1de3-4466-e6b0-8548f5598693"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "https://y501o3sokzr-496ff2e9c6d22116-8000-colab.googleusercontent.com/\n"
          ]
        }
      ],
      "source": [
        "from google.colab.output import eval_js\n",
        "print(eval_js(\"google.colab.kernel.proxyPort(8000)\"))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7g3E9RBD8TTp",
        "outputId": "3934e919-7ae1-478a-de6d-cf06e932786a"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch->openai-whisper) (2023.6.0)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken->openai-whisper) (3.3.2)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken->openai-whisper) (3.6)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken->openai-whisper) (2.0.7)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests>=2.26.0->tiktoken->openai-whisper) (2023.11.17)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch->openai-whisper) (2.1.3)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch->openai-whisper) (1.3.0)\n"
          ]
        }
      ],
      "source": [
        "!pip install -U openai-whisper"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "aik03Jrq8WeO",
        "outputId": "22b2669f-15db-4f5c-e70d-9745aa9a8ff0"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: ffmpeg in /usr/local/lib/python3.10/dist-packages (1.4)\n"
          ]
        }
      ],
      "source": [
        "!pip install ffmpeg"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Z9NIuHzu8fsf",
        "outputId": "1a8cca47-c691-4891-c1ea-7154356e19dc"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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            "Requirement already satisfied: async-timeout<5.0,>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp<4.0,>=3.0->cohere) (4.0.3)\n",
            "Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.10/dist-packages (from importlib_metadata<7.0,>=6.0->cohere) (3.17.0)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests<3.0.0,>=2.25.0->cohere) (3.3.2)\n",
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            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests<3.0.0,>=2.25.0->cohere) (2023.11.17)\n",
            "Requirement already satisfied: openai in /usr/local/lib/python3.10/dist-packages (1.8.0)\n",
            "Requirement already satisfied: anyio<5,>=3.5.0 in /usr/local/lib/python3.10/dist-packages (from openai) (3.7.1)\n",
            "Requirement already satisfied: distro<2,>=1.7.0 in /usr/lib/python3/dist-packages (from openai) (1.7.0)\n",
            "Requirement already satisfied: httpx<1,>=0.23.0 in /usr/local/lib/python3.10/dist-packages (from openai) (0.26.0)\n",
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            "Requirement already satisfied: tqdm>4 in /usr/local/lib/python3.10/dist-packages (from openai) (4.66.1)\n",
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            "Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.10/dist-packages (from anyio<5,>=3.5.0->openai) (3.6)\n",
            "Requirement already satisfied: exceptiongroup in /usr/local/lib/python3.10/dist-packages (from anyio<5,>=3.5.0->openai) (1.2.0)\n",
            "Requirement already satisfied: certifi in /usr/local/lib/python3.10/dist-packages (from httpx<1,>=0.23.0->openai) (2023.11.17)\n",
            "Requirement already satisfied: httpcore==1.* in /usr/local/lib/python3.10/dist-packages (from httpx<1,>=0.23.0->openai) (1.0.2)\n",
            "Requirement already satisfied: h11<0.15,>=0.13 in /usr/local/lib/python3.10/dist-packages (from httpcore==1.*->httpx<1,>=0.23.0->openai) (0.14.0)\n"
          ]
        }
      ],
      "source": [
        "!pip install cohere\n",
        "!pip install openai"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "ZhVv82P08kwd"
      },
      "outputs": [],
      "source": [
        "%%capture\n",
        "!pip install -U langchain\n",
        "!pip install huggingface_hub\n",
        "!pip install tiktoken\n",
        "!pip install ctransformers\n",
        "!pip install accelerate\n",
        "!pip install sentence_transformers\n",
        "!pip install faiss\n",
        "!pip install faiss-cpu\n",
        "!pip install InstructorEmbedding"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "OlbobFG8MVpP"
      },
      "outputs": [],
      "source": [
        "!pip install --upgrade googletrans==4.0.0-rc1"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "%cd /content/Saarthi/Saarthi "
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7h_KDQsj8n8k",
        "outputId": "b7c3e9f6-83ad-4a76-aa29-d322174f1c7f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/langchain/document_loaders/__init__.py:36: LangChainDeprecationWarning: Importing document loaders from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.document_loaders import PyPDFLoader`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/llms/__init__.py:548: LangChainDeprecationWarning: Importing LLMs from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.llms import CTransformers`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/vectorstores/__init__.py:35: LangChainDeprecationWarning: Importing vector stores from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.vectorstores import FAISS`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing PromptTemplate from langchain root module is no longer supported. Please use langchain.prompts.PromptTemplate instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing LLMChain from langchain root module is no longer supported. Please use langchain.chains.LLMChain instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceInstructEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "load INSTRUCTOR_Transformer\n",
            "max_seq_length  512\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'InferenceApi' (from 'huggingface_hub.inference_api') is deprecated and will be removed from version '1.0'. `InferenceApi` client is deprecated in favor of the more feature-complete `InferenceClient`. Check out this guide to learn how to convert your script to use it: https://huggingface.co/docs/huggingface_hub/guides/inference#legacy-inferenceapi-client.\n",
            "  warnings.warn(warning_message, FutureWarning)\n",
            "\u001b[36;1mOperations to perform:\u001b[0m\n",
            "\u001b[1m  Apply all migrations: \u001b[0madmin, auth, contenttypes, sessions\n",
            "\u001b[36;1mRunning migrations:\u001b[0m\n",
            "  No migrations to apply.\n"
          ]
        }
      ],
      "source": [
        "!python manage.py migrate"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QdGEQBVRLSw4",
        "outputId": "82aafd26-94f2-4604-d1a5-dc0ff9079531"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Watching for file changes with StatReloader\n",
            "Performing system checks...\n",
            "\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/document_loaders/__init__.py:36: LangChainDeprecationWarning: Importing document loaders from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.document_loaders import PyPDFLoader`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/llms/__init__.py:548: LangChainDeprecationWarning: Importing LLMs from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.llms import CTransformers`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/vectorstores/__init__.py:35: LangChainDeprecationWarning: Importing vector stores from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.vectorstores import FAISS`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing PromptTemplate from langchain root module is no longer supported. Please use langchain.prompts.PromptTemplate instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing LLMChain from langchain root module is no longer supported. Please use langchain.chains.LLMChain instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceInstructEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "load INSTRUCTOR_Transformer\n",
            "max_seq_length  512\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'InferenceApi' (from 'huggingface_hub.inference_api') is deprecated and will be removed from version '1.0'. `InferenceApi` client is deprecated in favor of the more feature-complete `InferenceClient`. Check out this guide to learn how to convert your script to use it: https://huggingface.co/docs/huggingface_hub/guides/inference#legacy-inferenceapi-client.\n",
            "  warnings.warn(warning_message, FutureWarning)\n",
            "System check identified no issues (0 silenced).\n",
            "January 18, 2024 - 16:09:57\n",
            "Django version 5.0.1, using settings 'Saarthi.settings'\n",
            "Starting development server at http://127.0.0.1:8000/\n",
            "Quit the server with CONTROL-C.\n",
            "\n",
            "[18/Jan/2024 16:10:07] \u001b[m\"GET / HTTP/1.1\" 200 1727\u001b[0m\n",
            "[18/Jan/2024 16:10:08] \u001b[m\"GET /static/css/style.css HTTP/1.1\" 200 5720\u001b[0m\n",
            "[18/Jan/2024 16:10:08] \u001b[m\"GET /static/js/script.js HTTP/1.1\" 200 8220\u001b[0m\n",
            "[18/Jan/2024 16:10:12] \u001b[m\"GET / HTTP/1.1\" 200 1727\u001b[0m\n",
            "Internal Server Error: /save_audio/\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/django/core/handlers/exception.py\", line 55, in inner\n",
            "    response = get_response(request)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/django/core/handlers/base.py\", line 197, in _get_response\n",
            "    response = wrapped_callback(request, *callback_args, **callback_kwargs)\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/django/views/decorators/csrf.py\", line 65, in _view_wrapper\n",
            "    return view_func(request, *args, **kwargs)\n",
            "  File \"/content/drive/MyDrive/Saarthi/bot/views.py\", line 71, in save_audio\n",
            "    from_lang = list(filter(lambda x: x.code == from_code,installed_languages))[0]\n",
            "IndexError: list index out of range\n",
            "[18/Jan/2024 16:10:40] \u001b[35;1m\"POST /save_audio/ HTTP/1.1\" 500 84043\u001b[0m\n",
            "/content/drive/MyDrive/Saarthi/bot/views.py changed, reloading.\n",
            "Watching for file changes with StatReloader\n",
            "Performing system checks...\n",
            "\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/document_loaders/__init__.py:36: LangChainDeprecationWarning: Importing document loaders from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.document_loaders import PyPDFLoader`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/llms/__init__.py:548: LangChainDeprecationWarning: Importing LLMs from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.llms import CTransformers`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/vectorstores/__init__.py:35: LangChainDeprecationWarning: Importing vector stores from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.vectorstores import FAISS`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing PromptTemplate from langchain root module is no longer supported. Please use langchain.prompts.PromptTemplate instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing LLMChain from langchain root module is no longer supported. Please use langchain.chains.LLMChain instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceInstructEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "load INSTRUCTOR_Transformer\n",
            "max_seq_length  512\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'InferenceApi' (from 'huggingface_hub.inference_api') is deprecated and will be removed from version '1.0'. `InferenceApi` client is deprecated in favor of the more feature-complete `InferenceClient`. Check out this guide to learn how to convert your script to use it: https://huggingface.co/docs/huggingface_hub/guides/inference#legacy-inferenceapi-client.\n",
            "  warnings.warn(warning_message, FutureWarning)\n",
            "System check identified no issues (0 silenced).\n",
            "January 18, 2024 - 16:14:29\n",
            "Django version 5.0.1, using settings 'Saarthi.settings'\n",
            "Starting development server at http://127.0.0.1:8000/\n",
            "Quit the server with CONTROL-C.\n",
            "\n",
            "/content/drive/MyDrive/Saarthi/bot/views.py changed, reloading.\n",
            "Watching for file changes with StatReloader\n",
            "Performing system checks...\n",
            "\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/document_loaders/__init__.py:36: LangChainDeprecationWarning: Importing document loaders from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.document_loaders import PyPDFLoader`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/llms/__init__.py:548: LangChainDeprecationWarning: Importing LLMs from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.llms import CTransformers`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/vectorstores/__init__.py:35: LangChainDeprecationWarning: Importing vector stores from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.vectorstores import FAISS`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing PromptTemplate from langchain root module is no longer supported. Please use langchain.prompts.PromptTemplate instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing LLMChain from langchain root module is no longer supported. Please use langchain.chains.LLMChain instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/embeddings/__init__.py:29: LangChainDeprecationWarning: Importing embeddings from langchain is deprecated. Importing from langchain will no longer be supported as of langchain==0.2.0. Please import from langchain-community instead:\n",
            "\n",
            "`from langchain_community.embeddings import HuggingFaceInstructEmbeddings`.\n",
            "\n",
            "To install langchain-community run `pip install -U langchain-community`.\n",
            "  warnings.warn(\n",
            "load INSTRUCTOR_Transformer\n",
            "max_seq_length  512\n",
            "/usr/local/lib/python3.10/dist-packages/langchain/__init__.py:29: UserWarning: Importing HuggingFaceHub from langchain root module is no longer supported. Please use langchain_community.llms.HuggingFaceHub instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'InferenceApi' (from 'huggingface_hub.inference_api') is deprecated and will be removed from version '1.0'. `InferenceApi` client is deprecated in favor of the more feature-complete `InferenceClient`. Check out this guide to learn how to convert your script to use it: https://huggingface.co/docs/huggingface_hub/guides/inference#legacy-inferenceapi-client.\n",
            "  warnings.warn(warning_message, FutureWarning)\n",
            "System check identified no issues (0 silenced).\n",
            "January 18, 2024 - 16:17:13\n",
            "Django version 5.0.1, using settings 'Saarthi.settings'\n",
            "Starting development server at http://127.0.0.1:8000/\n",
            "Quit the server with CONTROL-C.\n",
            "\n",
            "[18/Jan/2024 16:17:20] \u001b[m\"GET / HTTP/1.1\" 200 1727\u001b[0m\n",
            "[18/Jan/2024 16:17:21] \u001b[m\"GET /static/js/script.js HTTP/1.1\" 200 8220\u001b[0m\n",
            "[18/Jan/2024 16:17:22] \u001b[m\"GET /static/css/style.css HTTP/1.1\" 200 5720\u001b[0m\n",
            "[18/Jan/2024 16:17:24] \u001b[m\"GET / HTTP/1.1\" 200 1727\u001b[0m\n",
            "/usr/local/lib/python3.10/dist-packages/langchain_core/_api/deprecation.py:117: LangChainDeprecationWarning: The function `__call__` was deprecated in LangChain 0.1.0 and will be removed in 0.2.0. Use invoke instead.\n",
            "  warn_deprecated(\n",
            "Answer:   In the given context, \"Bhuvan\" appears to be a web portal or application related to geospatial data and Earth observation. The term \"Better ABA Bhuvan\" is not explicitly mentioned, but based on the context, it could possibly refer to an improved or updated version of the Bhuvan application. However, without more specific information, it is difficult to provide a precise answer.\n",
            "\n",
            "[18/Jan/2024 16:17:43] \u001b[m\"POST /save_audio/ HTTP/1.1\" 200 1039\u001b[0m\n",
            "[18/Jan/2024 16:17:54] \u001b[m\"GET / HTTP/1.1\" 200 1727\u001b[0m\n",
            "[18/Jan/2024 16:17:55] \u001b[m\"GET /static/css/style.css HTTP/1.1\" 200 5720\u001b[0m\n",
            "[18/Jan/2024 16:17:55] \u001b[m\"GET /static/js/script.js HTTP/1.1\" 200 8220\u001b[0m\n",
            "[18/Jan/2024 16:17:57] \u001b[m\"GET / HTTP/1.1\" 200 1727\u001b[0m\n",
            "Answer:  The Bhuvan portal is an Indian Earth Observation platform that provides various applications and services related to geospatial data and information. It offers features like the Water Bodies Information System, Bhuvan Data Discovery, and access to the Bhuvan Discussion Forum. The portal hosts basic amenities information, road networks, ward boundaries, and other thematic information for different organizations. Collaborations with state governments, such as Ludhiana Municipal Corporation, Punjab Remote S\n",
            "\n",
            "[18/Jan/2024 16:18:15] \u001b[m\"POST /save_audio/ HTTP/1.1\" 200 991\u001b[0m\n",
            "Answer:  I'm sorry for any confusion, but there is no specific link provided in the context for the Bhuvan Discussion Forum. However, you can access the forum by visiting the ISRO Geoportal website and navigating to the 'Discussion Forum' section. If you're looking for a direct link, I would recommend visiting the ISRO Geoportal homepage at '<https://bhuvan-app1.nrsc.gov.in/>' and searching for the\n",
            "\n",
            "[18/Jan/2024 16:18:42] \u001b[m\"POST /save_audio/ HTTP/1.1\" 200 859\u001b[0m\n",
            "Answer:   Bhuvan is an Indian Geo-Portal which is an initiative of ISRO (Indian Space Research Organisation). It provides a user-friendly interface to access geospatial data and services.\n",
            "\n",
            "[18/Jan/2024 16:19:15] \u001b[m\"POST /save_audio/ HTTP/1.1\" 200 768\u001b[0m\n"
          ]
        }
      ],
      "source": [
        "!python manage.py runserver 8000"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "gpuType": "T4",
      "include_colab_link": true,
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}