AgenticAGI_Python_Usage_Cookbook.ipynb

{
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  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "# Update the package lists first\n",
        "!sudo apt update\n",
        "\n",
        "# Install glib (2.0 and compatible versions should be handled)\n",
        "!sudo apt install -y libglib2.0-0\n",
        "\n",
        "# Install glibc 32-bit compatibility (this installs both 32-bit and 64-bit versions of glibc)\n",
        "!sudo apt install -y libc6 libc6:i386\n",
        "\n",
        "# Install libstdc++\n",
        "!sudo apt install -y libstdc++6\n",
        "\n",
        "# Install libunwind\n",
        "!sudo apt install -y libunwind8\n",
        "\n",
        "# Install GTK+ 3 and related packages\n",
        "!sudo apt install -y libgtk-3-0\n",
        "\n",
        "# Install libwebkit2gtk (this may also bring in some GTK+ dependencies)\n",
        "!sudo apt install -y libwebkit2gtk-4.0-37\n",
        "\n",
        "# Install libsoup\n",
        "!sudo apt install -y libsoup2.4-1\n",
        "\n",
        "# Install Pango\n",
        "!sudo apt install -y libpango-1.0-0\n",
        "\n",
        "# Verify installation\n",
        "!echo \"Installed Libraries:\"\n",
        "!ldconfig -p | grep -E 'glib|glibc|libstdc++|libunwind|libgtk|libwebkit|libsoup|pango'"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "AUnIaQKbp8Q8",
        "outputId": "1a59f3a1-3c7d-4d30-e4a0-b2e1c311ca85",
        "collapsed": true
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[33m\r0% [Working]\u001b[0m\r            \rHit:1 http://archive.ubuntu.com/ubuntu jammy InRelease\n",
            "\u001b[33m\r0% [Waiting for headers] [Connecting to security.ubuntu.com (91.189.91.81)] [Co\u001b[0m\r                                                                               \rGet:2 http://archive.ubuntu.com/ubuntu jammy-updates InRelease [128 kB]\n",
            "\u001b[33m\r0% [2 InRelease 34.4 kB/128 kB 27%] [Connecting to security.ubuntu.com (91.189.\u001b[0m\u001b[33m\r0% [Waiting for headers] [Connecting to cloud.r-project.org] [Connecting to r2u\u001b[0m\r                                                                               \rHit:3 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64  InRelease\n",
            "\u001b[33m\r0% [Waiting for headers] [Waiting for headers] [Connecting to cloud.r-project.o\u001b[0m\r                                                                               \rHit:4 http://archive.ubuntu.com/ubuntu jammy-backports InRelease\n",
            "\u001b[33m\r0% [Waiting for headers] [Connecting to cloud.r-project.org] [Connecting to r2u\u001b[0m\r                                                                               \rHit:5 https://ppa.launchpadcontent.net/deadsnakes/ppa/ubuntu jammy InRelease\n",
            "\u001b[33m\r0% [Waiting for headers] [Connecting to cloud.r-project.org] [Connected to r2u.\u001b[0m\r                                                                               \rHit:6 https://ppa.launchpadcontent.net/graphics-drivers/ppa/ubuntu jammy InRelease\n",
            "\u001b[33m\r0% [Waiting for headers] [Connecting to cloud.r-project.org] [Connected to r2u.\u001b[0m\r                                                                               \rHit:7 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy InRelease\n",
            "Get:8 https://cloud.r-project.org/bin/linux/ubuntu jammy-cran40/ InRelease [3,626 B]\n",
            "Ign:9 https://r2u.stat.illinois.edu/ubuntu jammy InRelease\n",
            "Get:10 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 Packages [1,441 kB]\n",
            "Get:11 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 Packages [2,590 kB]\n",
            "Get:12 https://r2u.stat.illinois.edu/ubuntu jammy Release [5,713 B]\n",
            "Get:13 https://r2u.stat.illinois.edu/ubuntu jammy Release.gpg [793 B]\n",
            "Get:14 http://security.ubuntu.com/ubuntu jammy-security InRelease [129 kB]\n",
            "Get:15 https://r2u.stat.illinois.edu/ubuntu jammy/main all Packages [8,341 kB]\n",
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            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "56 packages can be upgraded. Run 'apt list --upgradable' to see them.\n",
            "\u001b[1;33mW: \u001b[0mSkipping acquire of configured file 'main/source/Sources' as repository 'https://r2u.stat.illinois.edu/ubuntu jammy InRelease' does not seem to provide it (sources.list entry misspelt?)\u001b[0m\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "libglib2.0-0 is already the newest version (2.72.4-0ubuntu2.3).\n",
            "libglib2.0-0 set to manually installed.\n",
            "0 upgraded, 0 newly installed, 0 to remove and 56 not upgraded.\n",
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            "Package libc6:i386 is not available, but is referred to by another package.\n",
            "This may mean that the package is missing, has been obsoleted, or\n",
            "is only available from another source\n",
            "However the following packages replace it:\n",
            "  libdb1-compat libcrypt1 libnss-nis libnss-nisplus\n",
            "\n",
            "\u001b[1;31mE: \u001b[0mPackage 'libc6:i386' has no installation candidate\u001b[0m\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
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            "libstdc++6 is already the newest version (12.3.0-1ubuntu1~22.04).\n",
            "0 upgraded, 0 newly installed, 0 to remove and 56 not upgraded.\n",
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            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "libunwind8 is already the newest version (1.3.2-2build2.1).\n",
            "libunwind8 set to manually installed.\n",
            "0 upgraded, 0 newly installed, 0 to remove and 56 not upgraded.\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "libgtk-3-0 is already the newest version (3.24.33-1ubuntu2.2).\n",
            "libgtk-3-0 set to manually installed.\n",
            "0 upgraded, 0 newly installed, 0 to remove and 56 not upgraded.\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "The following package was automatically installed and is no longer required:\n",
            "  libfuse2\n",
            "Use 'sudo apt autoremove' to remove it.\n",
            "The following additional packages will be installed:\n",
            "  aspell aspell-en bubblewrap dictionaries-common enchant-2 fuse3\n",
            "  glib-networking glib-networking-common glib-networking-services\n",
            "  gsettings-desktop-schemas gstreamer1.0-gl gstreamer1.0-plugins-base\n",
            "  gstreamer1.0-plugins-good gstreamer1.0-x hunspell-en-us libaa1 libaspell15\n",
            "  libcanberra0 libcdparanoia0 libdv4 libenchant-2-2 libevdev2 libfuse3-3\n",
            "  libgraphene-1.0-0 libgstreamer-gl1.0-0 libgstreamer-plugins-good1.0-0\n",
            "  libgudev-1.0-0 libharfbuzz-icu0 libhunspell-1.7-0 libhyphen0\n",
            "  libjavascriptcoregtk-4.0-18 libjson-glib-1.0-0 libjson-glib-1.0-common\n",
            "  libmanette-0.2-0 libpipewire-0.3-0 libpipewire-0.3-common\n",
            "  libpipewire-0.3-modules libproxy1v5 libsecret-1-0 libsecret-common libshout3\n",
            "  libsoup2.4-1 libsoup2.4-common libspa-0.2-modules libtag1v5\n",
            "  libtag1v5-vanilla libtdb1 libtext-iconv-perl libv4l-0 libv4lconvert0\n",
            "  libvisual-0.4-0 libwavpack1 libwebrtc-audio-processing1 libwoff1 pipewire\n",
            "  pipewire-bin pipewire-media-session rtkit session-migration\n",
            "  sound-theme-freedesktop xdg-dbus-proxy xdg-desktop-portal\n",
            "  xdg-desktop-portal-gtk\n",
            "Suggested packages:\n",
            "  aspell-doc spellutils wordlist gvfs hunspell openoffice.org-hunspell\n",
            "  | openoffice.org-core libcanberra-gtk0 libcanberra-pulse libdv-bin\n",
            "  oss-compat libenchant-2-voikko libvisual-0.4-plugins gstreamer1.0-libav\n",
            "  gstreamer1.0-plugins-bad gstreamer1.0-alsa accountsservice evince\n",
            "  xdg-desktop-portal-gnome\n",
            "The following packages will be REMOVED:\n",
            "  fuse\n",
            "The following NEW packages will be installed:\n",
            "  aspell aspell-en bubblewrap dictionaries-common enchant-2 fuse3\n",
            "  glib-networking glib-networking-common glib-networking-services\n",
            "  gsettings-desktop-schemas gstreamer1.0-gl gstreamer1.0-plugins-base\n",
            "  gstreamer1.0-plugins-good gstreamer1.0-x hunspell-en-us libaa1 libaspell15\n",
            "  libcanberra0 libcdparanoia0 libdv4 libenchant-2-2 libevdev2 libfuse3-3\n",
            "  libgraphene-1.0-0 libgstreamer-gl1.0-0 libgstreamer-plugins-good1.0-0\n",
            "  libgudev-1.0-0 libharfbuzz-icu0 libhunspell-1.7-0 libhyphen0\n",
            "  libjavascriptcoregtk-4.0-18 libjson-glib-1.0-0 libjson-glib-1.0-common\n",
            "  libmanette-0.2-0 libpipewire-0.3-0 libpipewire-0.3-common\n",
            "  libpipewire-0.3-modules libproxy1v5 libsecret-1-0 libsecret-common libshout3\n",
            "  libsoup2.4-1 libsoup2.4-common libspa-0.2-modules libtag1v5\n",
            "  libtag1v5-vanilla libtdb1 libtext-iconv-perl libv4l-0 libv4lconvert0\n",
            "  libvisual-0.4-0 libwavpack1 libwebkit2gtk-4.0-37 libwebrtc-audio-processing1\n",
            "  libwoff1 pipewire pipewire-bin pipewire-media-session rtkit\n",
            "  session-migration sound-theme-freedesktop xdg-dbus-proxy xdg-desktop-portal\n",
            "  xdg-desktop-portal-gtk\n",
            "0 upgraded, 64 newly installed, 1 to remove and 56 not upgraded.\n",
            "Need to get 40.5 MB of archives.\n",
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            "Get:5 http://archive.ubuntu.com/ubuntu jammy/main amd64 dictionaries-common all 1.28.14 [185 kB]\n",
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            "Unpacking hunspell-en-us (1:2020.12.07-2) ...\n",
            "Selecting previously unselected package libhunspell-1.7-0:amd64.\n",
            "Preparing to unpack .../09-libhunspell-1.7-0_1.7.0-4build1_amd64.deb ...\n",
            "Unpacking libhunspell-1.7-0:amd64 (1.7.0-4build1) ...\n",
            "Selecting previously unselected package libenchant-2-2:amd64.\n",
            "Preparing to unpack .../10-libenchant-2-2_2.3.2-1ubuntu2_amd64.deb ...\n",
            "Unpacking libenchant-2-2:amd64 (2.3.2-1ubuntu2) ...\n",
            "Selecting previously unselected package enchant-2.\n",
            "Preparing to unpack .../11-enchant-2_2.3.2-1ubuntu2_amd64.deb ...\n",
            "Unpacking enchant-2 (2.3.2-1ubuntu2) ...\n",
            "Selecting previously unselected package libproxy1v5:amd64.\n",
            "Preparing to unpack .../12-libproxy1v5_0.4.17-2_amd64.deb ...\n",
            "Unpacking libproxy1v5:amd64 (0.4.17-2) ...\n",
            "Selecting previously unselected package glib-networking-common.\n",
            "Preparing to unpack .../13-glib-networking-common_2.72.0-1_all.deb ...\n",
            "Unpacking glib-networking-common (2.72.0-1) ...\n",
            "Selecting previously unselected package glib-networking-services.\n",
            "Preparing to unpack .../14-glib-networking-services_2.72.0-1_amd64.deb ...\n",
            "Unpacking glib-networking-services (2.72.0-1) ...\n",
            "Selecting previously unselected package session-migration.\n",
            "Preparing to unpack .../15-session-migration_0.3.6_amd64.deb ...\n",
            "Unpacking session-migration (0.3.6) ...\n",
            "Selecting previously unselected package gsettings-desktop-schemas.\n",
            "Preparing to unpack .../16-gsettings-desktop-schemas_42.0-1ubuntu1_all.deb ...\n",
            "Unpacking gsettings-desktop-schemas (42.0-1ubuntu1) ...\n",
            "Selecting previously unselected package glib-networking:amd64.\n",
            "Preparing to unpack .../17-glib-networking_2.72.0-1_amd64.deb ...\n",
            "Unpacking glib-networking:amd64 (2.72.0-1) ...\n",
            "Selecting previously unselected package libgraphene-1.0-0:amd64.\n",
            "Preparing to unpack .../18-libgraphene-1.0-0_1.10.8-1_amd64.deb ...\n",
            "Unpacking libgraphene-1.0-0:amd64 (1.10.8-1) ...\n",
            "Selecting previously unselected package libgudev-1.0-0:amd64.\n",
            "Preparing to unpack .../19-libgudev-1.0-0_1%3a237-2build1_amd64.deb ...\n",
            "Unpacking libgudev-1.0-0:amd64 (1:237-2build1) ...\n",
            "Selecting previously unselected package libgstreamer-gl1.0-0:amd64.\n",
            "Preparing to unpack .../20-libgstreamer-gl1.0-0_1.20.1-1ubuntu0.2_amd64.deb ...\n",
            "Unpacking libgstreamer-gl1.0-0:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Selecting previously unselected package gstreamer1.0-gl:amd64.\n",
            "Preparing to unpack .../21-gstreamer1.0-gl_1.20.1-1ubuntu0.2_amd64.deb ...\n",
            "Unpacking gstreamer1.0-gl:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Selecting previously unselected package libcdparanoia0:amd64.\n",
            "Preparing to unpack .../22-libcdparanoia0_3.10.2+debian-14build2_amd64.deb ...\n",
            "Unpacking libcdparanoia0:amd64 (3.10.2+debian-14build2) ...\n",
            "Selecting previously unselected package libvisual-0.4-0:amd64.\n",
            "Preparing to unpack .../23-libvisual-0.4-0_0.4.0-17build2_amd64.deb ...\n",
            "Unpacking libvisual-0.4-0:amd64 (0.4.0-17build2) ...\n",
            "Selecting previously unselected package gstreamer1.0-plugins-base:amd64.\n",
            "Preparing to unpack .../24-gstreamer1.0-plugins-base_1.20.1-1ubuntu0.2_amd64.deb ...\n",
            "Unpacking gstreamer1.0-plugins-base:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Selecting previously unselected package libaa1:amd64.\n",
            "Preparing to unpack .../25-libaa1_1.4p5-50build1_amd64.deb ...\n",
            "Unpacking libaa1:amd64 (1.4p5-50build1) ...\n",
            "Selecting previously unselected package libdv4:amd64.\n",
            "Preparing to unpack .../26-libdv4_1.0.0-14build1_amd64.deb ...\n",
            "Unpacking libdv4:amd64 (1.0.0-14build1) ...\n",
            "Selecting previously unselected package libgstreamer-plugins-good1.0-0:amd64.\n",
            "Preparing to unpack .../27-libgstreamer-plugins-good1.0-0_1.20.3-0ubuntu1.1_amd64.deb ...\n",
            "Unpacking libgstreamer-plugins-good1.0-0:amd64 (1.20.3-0ubuntu1.1) ...\n",
            "Selecting previously unselected package libshout3:amd64.\n",
            "Preparing to unpack .../28-libshout3_2.4.5-1build3_amd64.deb ...\n",
            "Unpacking libshout3:amd64 (2.4.5-1build3) ...\n",
            "Selecting previously unselected package libtag1v5-vanilla:amd64.\n",
            "Preparing to unpack .../29-libtag1v5-vanilla_1.11.1+dfsg.1-3ubuntu3_amd64.deb ...\n",
            "Unpacking libtag1v5-vanilla:amd64 (1.11.1+dfsg.1-3ubuntu3) ...\n",
            "Selecting previously unselected package libtag1v5:amd64.\n",
            "Preparing to unpack .../30-libtag1v5_1.11.1+dfsg.1-3ubuntu3_amd64.deb ...\n",
            "Unpacking libtag1v5:amd64 (1.11.1+dfsg.1-3ubuntu3) ...\n",
            "Selecting previously unselected package libv4lconvert0:amd64.\n",
            "Preparing to unpack .../31-libv4lconvert0_1.22.1-2build1_amd64.deb ...\n",
            "Unpacking libv4lconvert0:amd64 (1.22.1-2build1) ...\n",
            "Selecting previously unselected package libv4l-0:amd64.\n",
            "Preparing to unpack .../32-libv4l-0_1.22.1-2build1_amd64.deb ...\n",
            "Unpacking libv4l-0:amd64 (1.22.1-2build1) ...\n",
            "Selecting previously unselected package libwavpack1:amd64.\n",
            "Preparing to unpack .../33-libwavpack1_5.4.0-1build2_amd64.deb ...\n",
            "Unpacking libwavpack1:amd64 (5.4.0-1build2) ...\n",
            "Selecting previously unselected package libsoup2.4-common.\n",
            "Preparing to unpack .../34-libsoup2.4-common_2.74.2-3_all.deb ...\n",
            "Unpacking libsoup2.4-common (2.74.2-3) ...\n",
            "Selecting previously unselected package libsoup2.4-1:amd64.\n",
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            "Unpacking libsoup2.4-1:amd64 (2.74.2-3) ...\n",
            "Selecting previously unselected package gstreamer1.0-plugins-good:amd64.\n",
            "Preparing to unpack .../36-gstreamer1.0-plugins-good_1.20.3-0ubuntu1.1_amd64.deb ...\n",
            "Unpacking gstreamer1.0-plugins-good:amd64 (1.20.3-0ubuntu1.1) ...\n",
            "Selecting previously unselected package gstreamer1.0-x:amd64.\n",
            "Preparing to unpack .../37-gstreamer1.0-x_1.20.1-1ubuntu0.2_amd64.deb ...\n",
            "Unpacking gstreamer1.0-x:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Selecting previously unselected package libtdb1:amd64.\n",
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            "Unpacking libtdb1:amd64 (1.4.5-2build1) ...\n",
            "Selecting previously unselected package sound-theme-freedesktop.\n",
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            "Unpacking sound-theme-freedesktop (0.8-2ubuntu1) ...\n",
            "Selecting previously unselected package libcanberra0:amd64.\n",
            "Preparing to unpack .../40-libcanberra0_0.30-10ubuntu1.22.04.1_amd64.deb ...\n",
            "Unpacking libcanberra0:amd64 (0.30-10ubuntu1.22.04.1) ...\n",
            "Selecting previously unselected package libharfbuzz-icu0:amd64.\n",
            "Preparing to unpack .../41-libharfbuzz-icu0_2.7.4-1ubuntu3.1_amd64.deb ...\n",
            "Unpacking libharfbuzz-icu0:amd64 (2.7.4-1ubuntu3.1) ...\n",
            "Selecting previously unselected package libhyphen0:amd64.\n",
            "Preparing to unpack .../42-libhyphen0_2.8.8-7build2_amd64.deb ...\n",
            "Unpacking libhyphen0:amd64 (2.8.8-7build2) ...\n",
            "Selecting previously unselected package libjavascriptcoregtk-4.0-18:amd64.\n",
            "Preparing to unpack .../43-libjavascriptcoregtk-4.0-18_2.44.3-0ubuntu0.22.04.1_amd64.deb ...\n",
            "Unpacking libjavascriptcoregtk-4.0-18:amd64 (2.44.3-0ubuntu0.22.04.1) ...\n",
            "Selecting previously unselected package libjson-glib-1.0-common.\n",
            "Preparing to unpack .../44-libjson-glib-1.0-common_1.6.6-1build1_all.deb ...\n",
            "Unpacking libjson-glib-1.0-common (1.6.6-1build1) ...\n",
            "Selecting previously unselected package libjson-glib-1.0-0:amd64.\n",
            "Preparing to unpack .../45-libjson-glib-1.0-0_1.6.6-1build1_amd64.deb ...\n",
            "Unpacking libjson-glib-1.0-0:amd64 (1.6.6-1build1) ...\n",
            "Selecting previously unselected package libevdev2:amd64.\n",
            "Preparing to unpack .../46-libevdev2_1.12.1+dfsg-1_amd64.deb ...\n",
            "Unpacking libevdev2:amd64 (1.12.1+dfsg-1) ...\n",
            "Selecting previously unselected package libmanette-0.2-0:amd64.\n",
            "Preparing to unpack .../47-libmanette-0.2-0_0.2.6-3build1_amd64.deb ...\n",
            "Unpacking libmanette-0.2-0:amd64 (0.2.6-3build1) ...\n",
            "Selecting previously unselected package libwebrtc-audio-processing1:amd64.\n",
            "Preparing to unpack .../48-libwebrtc-audio-processing1_0.3.1-0ubuntu5_amd64.deb ...\n",
            "Unpacking libwebrtc-audio-processing1:amd64 (0.3.1-0ubuntu5) ...\n",
            "Selecting previously unselected package libspa-0.2-modules:amd64.\n",
            "Preparing to unpack .../49-libspa-0.2-modules_0.3.48-1ubuntu3_amd64.deb ...\n",
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            "Selecting previously unselected package libpipewire-0.3-0:amd64.\n",
            "Preparing to unpack .../50-libpipewire-0.3-0_0.3.48-1ubuntu3_amd64.deb ...\n",
            "Unpacking libpipewire-0.3-0:amd64 (0.3.48-1ubuntu3) ...\n",
            "Selecting previously unselected package libpipewire-0.3-common.\n",
            "Preparing to unpack .../51-libpipewire-0.3-common_0.3.48-1ubuntu3_all.deb ...\n",
            "Unpacking libpipewire-0.3-common (0.3.48-1ubuntu3) ...\n",
            "Selecting previously unselected package libpipewire-0.3-modules:amd64.\n",
            "Preparing to unpack .../52-libpipewire-0.3-modules_0.3.48-1ubuntu3_amd64.deb ...\n",
            "Unpacking libpipewire-0.3-modules:amd64 (0.3.48-1ubuntu3) ...\n",
            "Selecting previously unselected package libsecret-common.\n",
            "Preparing to unpack .../53-libsecret-common_0.20.5-2_all.deb ...\n",
            "Unpacking libsecret-common (0.20.5-2) ...\n",
            "Selecting previously unselected package libsecret-1-0:amd64.\n",
            "Preparing to unpack .../54-libsecret-1-0_0.20.5-2_amd64.deb ...\n",
            "Unpacking libsecret-1-0:amd64 (0.20.5-2) ...\n",
            "Selecting previously unselected package xdg-dbus-proxy.\n",
            "Preparing to unpack .../55-xdg-dbus-proxy_0.1.3-1_amd64.deb ...\n",
            "Unpacking xdg-dbus-proxy (0.1.3-1) ...\n",
            "Selecting previously unselected package libwoff1:amd64.\n",
            "Preparing to unpack .../56-libwoff1_1.0.2-1build4_amd64.deb ...\n",
            "Unpacking libwoff1:amd64 (1.0.2-1build4) ...\n",
            "Selecting previously unselected package libwebkit2gtk-4.0-37:amd64.\n",
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            "Unpacking libwebkit2gtk-4.0-37:amd64 (2.44.3-0ubuntu0.22.04.1) ...\n",
            "Selecting previously unselected package pipewire-bin.\n",
            "Preparing to unpack .../58-pipewire-bin_0.3.48-1ubuntu3_amd64.deb ...\n",
            "Unpacking pipewire-bin (0.3.48-1ubuntu3) ...\n",
            "Selecting previously unselected package pipewire:amd64.\n",
            "Preparing to unpack .../59-pipewire_0.3.48-1ubuntu3_amd64.deb ...\n",
            "Unpacking pipewire:amd64 (0.3.48-1ubuntu3) ...\n",
            "Selecting previously unselected package pipewire-media-session.\n",
            "Preparing to unpack .../60-pipewire-media-session_0.4.1-2ubuntu1_amd64.deb ...\n",
            "Unpacking pipewire-media-session (0.4.1-2ubuntu1) ...\n",
            "Selecting previously unselected package rtkit.\n",
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            "Selecting previously unselected package xdg-desktop-portal.\n",
            "Preparing to unpack .../62-xdg-desktop-portal_1.14.4-1ubuntu2~22.04.1_amd64.deb ...\n",
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            "Selecting previously unselected package xdg-desktop-portal-gtk.\n",
            "Preparing to unpack .../63-xdg-desktop-portal-gtk_1.14.0-1build1_amd64.deb ...\n",
            "Unpacking xdg-desktop-portal-gtk (1.14.0-1build1) ...\n",
            "Setting up libpipewire-0.3-common (0.3.48-1ubuntu3) ...\n",
            "Setting up bubblewrap (0.6.1-1) ...\n",
            "Setting up libtext-iconv-perl (1.7-7build3) ...\n",
            "Setting up libcdparanoia0:amd64 (3.10.2+debian-14build2) ...\n",
            "Setting up session-migration (0.3.6) ...\n",
            "Created symlink /etc/systemd/user/graphical-session-pre.target.wants/session-migration.service → /usr/lib/systemd/user/session-migration.service.\n",
            "Setting up rtkit (0.13-4build2) ...\n",
            "invoke-rc.d: could not determine current runlevel\n",
            "invoke-rc.d: policy-rc.d denied execution of force-reload.\n",
            "Setting up libproxy1v5:amd64 (0.4.17-2) ...\n",
            "Setting up libtag1v5-vanilla:amd64 (1.11.1+dfsg.1-3ubuntu3) ...\n",
            "Setting up libharfbuzz-icu0:amd64 (2.7.4-1ubuntu3.1) ...\n",
            "Setting up gstreamer1.0-x:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Setting up libwoff1:amd64 (1.0.2-1build4) ...\n",
            "Setting up libhyphen0:amd64 (2.8.8-7build2) ...\n",
            "Setting up dictionaries-common (1.28.14) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 78.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Setting up libvisual-0.4-0:amd64 (0.4.0-17build2) ...\n",
            "Setting up libaspell15:amd64 (0.60.8-4build1) ...\n",
            "Setting up libtdb1:amd64 (1.4.5-2build1) ...\n",
            "Setting up libjavascriptcoregtk-4.0-18:amd64 (2.44.3-0ubuntu0.22.04.1) ...\n",
            "Setting up libwebrtc-audio-processing1:amd64 (0.3.1-0ubuntu5) ...\n",
            "Setting up libgstreamer-plugins-good1.0-0:amd64 (1.20.3-0ubuntu1.1) ...\n",
            "Setting up gstreamer1.0-plugins-base:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Setting up libspa-0.2-modules:amd64 (0.3.48-1ubuntu3) ...\n",
            "Setting up libpipewire-0.3-0:amd64 (0.3.48-1ubuntu3) ...\n",
            "Setting up libshout3:amd64 (2.4.5-1build3) ...\n",
            "Setting up aspell (0.60.8-4build1) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 78.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Setting up libfuse3-3:amd64 (3.10.5-1build1) ...\n",
            "Setting up libsoup2.4-common (2.74.2-3) ...\n",
            "Setting up xdg-dbus-proxy (0.1.3-1) ...\n",
            "Setting up libtag1v5:amd64 (1.11.1+dfsg.1-3ubuntu3) ...\n",
            "Setting up sound-theme-freedesktop (0.8-2ubuntu1) ...\n",
            "Setting up libdv4:amd64 (1.0.0-14build1) ...\n",
            "Setting up libwavpack1:amd64 (5.4.0-1build2) ...\n",
            "Setting up libv4lconvert0:amd64 (1.22.1-2build1) ...\n",
            "Setting up hunspell-en-us (1:2020.12.07-2) ...\n",
            "Setting up libjson-glib-1.0-common (1.6.6-1build1) ...\n",
            "Setting up libhunspell-1.7-0:amd64 (1.7.0-4build1) ...\n",
            "Setting up glib-networking-common (2.72.0-1) ...\n",
            "Setting up libevdev2:amd64 (1.12.1+dfsg-1) ...\n",
            "Setting up libgudev-1.0-0:amd64 (1:237-2build1) ...\n",
            "Setting up libsecret-common (0.20.5-2) ...\n",
            "Setting up libgraphene-1.0-0:amd64 (1.10.8-1) ...\n",
            "Setting up libaa1:amd64 (1.4p5-50build1) ...\n",
            "Setting up gsettings-desktop-schemas (42.0-1ubuntu1) ...\n",
            "Setting up glib-networking-services (2.72.0-1) ...\n",
            "Setting up libcanberra0:amd64 (0.30-10ubuntu1.22.04.1) ...\n",
            "Setting up libenchant-2-2:amd64 (2.3.2-1ubuntu2) ...\n",
            "Setting up libmanette-0.2-0:amd64 (0.2.6-3build1) ...\n",
            "Setting up aspell-en (2018.04.16-0-1) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 78.)\n",
            "debconf: falling back to frontend: Readline\n",
            "Setting up enchant-2 (2.3.2-1ubuntu2) ...\n",
            "Setting up libjson-glib-1.0-0:amd64 (1.6.6-1build1) ...\n",
            "Setting up fuse3 (3.10.5-1build1) ...\n",
            "Installing new version of config file /etc/fuse.conf ...\n",
            "Setting up libpipewire-0.3-modules:amd64 (0.3.48-1ubuntu3) ...\n",
            "Setting up libv4l-0:amd64 (1.22.1-2build1) ...\n",
            "Setting up libsecret-1-0:amd64 (0.20.5-2) ...\n",
            "Setting up libgstreamer-gl1.0-0:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Setting up gstreamer1.0-gl:amd64 (1.20.1-1ubuntu0.2) ...\n",
            "Setting up xdg-desktop-portal (1.14.4-1ubuntu2~22.04.1) ...\n",
            "Created symlink /etc/systemd/user/graphical-session-pre.target.wants/xdg-desktop-portal-rewrite-launchers.service → /usr/lib/systemd/user/xdg-desktop-portal-rewrite-launchers.service.\n",
            "Setting up pipewire-bin (0.3.48-1ubuntu3) ...\n",
            "Setting up pipewire:amd64 (0.3.48-1ubuntu3) ...\n",
            "Created symlink /etc/systemd/user/default.target.wants/pipewire.service → /usr/lib/systemd/user/pipewire.service.\n",
            "Created symlink /etc/systemd/user/sockets.target.wants/pipewire.socket → /usr/lib/systemd/user/pipewire.socket.\n",
            "Setting up pipewire-media-session (0.4.1-2ubuntu1) ...\n",
            "Created symlink /etc/systemd/user/pipewire-session-manager.service → /usr/lib/systemd/user/pipewire-media-session.service.\n",
            "Created symlink /etc/systemd/user/pipewire.service.wants/pipewire-media-session.service → /usr/lib/systemd/user/pipewire-media-session.service.\n",
            "Processing triggers for libglib2.0-0:amd64 (2.72.4-0ubuntu2.3) ...\n",
            "Processing triggers for libc-bin (2.35-0ubuntu3.4) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libur_loader.so.0 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libur_adapter_opencl.so.0 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libur_adapter_level_zero.so.0 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.10.2-1) ...\n",
            "Processing triggers for dbus (1.12.20-2ubuntu4.1) ...\n",
            "Setting up glib-networking:amd64 (2.72.0-1) ...\n",
            "Setting up xdg-desktop-portal-gtk (1.14.0-1build1) ...\n",
            "Setting up libsoup2.4-1:amd64 (2.74.2-3) ...\n",
            "Setting up gstreamer1.0-plugins-good:amd64 (1.20.3-0ubuntu1.1) ...\n",
            "Setting up libwebkit2gtk-4.0-37:amd64 (2.44.3-0ubuntu0.22.04.1) ...\n",
            "Processing triggers for dictionaries-common (1.28.14) ...\n",
            "debconf: unable to initialize frontend: Dialog\n",
            "debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 78.)\n",
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            "Processing triggers for libc-bin (2.35-0ubuntu3.4) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libur_loader.so.0 is not a symbolic link\n",
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            "\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
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            "libsoup2.4-1 is already the newest version (2.74.2-3).\n",
            "libsoup2.4-1 set to manually installed.\n",
            "The following package was automatically installed and is no longer required:\n",
            "  libfuse2\n",
            "Use 'sudo apt autoremove' to remove it.\n",
            "0 upgraded, 0 newly installed, 0 to remove and 56 not upgraded.\n",
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            "Building dependency tree... Done\n",
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            "libpango-1.0-0 is already the newest version (1.50.6+ds-2ubuntu1).\n",
            "libpango-1.0-0 set to manually installed.\n",
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            "  libfuse2\n",
            "Use 'sudo apt autoremove' to remove it.\n",
            "0 upgraded, 0 newly installed, 0 to remove and 56 not upgraded.\n",
            "Installed Libraries:\n",
            "\tlibwebkit2gtk-4.0.so.37 (libc6,x86-64) => /lib/x86_64-linux-gnu/libwebkit2gtk-4.0.so.37\n",
            "\tlibunwind.so.8 (libc6,x86-64) => /lib/x86_64-linux-gnu/libunwind.so.8\n",
            "\tlibunwind-x86_64.so.8 (libc6,x86-64) => /lib/x86_64-linux-gnu/libunwind-x86_64.so.8\n",
            "\tlibunwind-ptrace.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libunwind-ptrace.so.0\n",
            "\tlibunwind-coredump.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libunwind-coredump.so.0\n",
            "\tlibstdc++.so.6 (libc6,x86-64) => /lib/x86_64-linux-gnu/libstdc++.so.6\n",
            "\tlibstdc++.so.6 (libc6) => /lib32/libstdc++.so.6\n",
            "\tlibsoup-2.4.so.1 (libc6,x86-64) => /lib/x86_64-linux-gnu/libsoup-2.4.so.1\n",
            "\tlibpangoft2-1.0.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libpangoft2-1.0.so.0\n",
            "\tlibpangocairo-1.0.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libpangocairo-1.0.so.0\n",
            "\tlibpango-1.0.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libpango-1.0.so.0\n",
            "\tlibpackagekit-glib2.so.18 (libc6,x86-64) => /lib/x86_64-linux-gnu/libpackagekit-glib2.so.18\n",
            "\tlibjson-glib-1.0.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libjson-glib-1.0.so.0\n",
            "\tlibgtk-3.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libgtk-3.so.0\n",
            "\tlibglib-2.0.so.0 (libc6,x86-64) => /lib/x86_64-linux-gnu/libglib-2.0.so.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install AgenticAGI"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yzSkxBoeTofW",
        "outputId": "992965cd-ee08-4b94-8cc7-69333f261912"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Collecting AgenticAGI\n",
            "  Downloading AgenticAGI-0.1.3-py3-none-any.whl.metadata (9.7 kB)\n",
            "Downloading AgenticAGI-0.1.3-py3-none-any.whl (11 kB)\n",
            "Installing collected packages: AgenticAGI\n",
            "Successfully installed AgenticAGI-0.1.3\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "# Step 1: Download the zip file using wget\n",
        "!wget -q https://github.com/simulanics/AgenticAGI/releases/download/1.0.19/Linux_64_bit.zip\n",
        "\n",
        "# Step 2: Unzip the entire zip file to the current location\n",
        "!unzip -o Linux_64_bit.zip\n",
        "\n",
        "# Step 3: Set executable permissions recursively on the 'agi' directory\n",
        "!chmod -R +x Linux_64_bit/agi\n",
        "\n",
        "# Step 4: Clean up by removing the downloaded zip file\n",
        "!rm Linux_64_bit.zip\n",
        "\n",
        "# Step 5: Verify the directory structure and permissions\n",
        "!ls -l Linux_64_bit/agi"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "qKyMTN5ehguT",
        "outputId": "c4aad3aa-0d5e-42ca-d02b-fe8c09e764af"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Archive:  Linux_64_bit.zip\n",
            "   creating: Linux_64_bit/agi/\n",
            "  inflating: Linux_64_bit/agi/agi    \n",
            "   creating: Linux_64_bit/agi/agi Libs/\n",
            "  inflating: Linux_64_bit/agi/agi Libs/libc++.so.1  \n",
            "  inflating: Linux_64_bit/agi/agi Libs/libGZip64.so  \n",
            "  inflating: Linux_64_bit/agi/agi Libs/libRBCrypto64.so  \n",
            "  inflating: Linux_64_bit/agi/agi Libs/libRBInternetEncodings64.so  \n",
            "  inflating: Linux_64_bit/agi/agi Libs/libRBRegEx64.so  \n",
            "  inflating: Linux_64_bit/agi/agi Libs/libRBShell64.so  \n",
            "  inflating: Linux_64_bit/agi/agi Libs/XojoConsoleFramework64.so  \n",
            "total 4488\n",
            "-rwxr-xr-x 1 root root 4590608 Sep 21 17:52  agi\n",
            "drwxr-xr-x 2 root root    4096 Sep 21 17:52 'agi Libs'\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "from agenticagi.agi_wrapper import AGIWrapper\n",
        "\n",
        "# Specify the AGI executable location.\n",
        "AGIPath = \"Linux_64_bit/agi/agi\"\n",
        "\n",
        "# Define callback functions to process AGI outputs.\n",
        "def thought_callback(data):\n",
        "    print(f\"Callback Thought: {data}\")\n",
        "\n",
        "def action_callback(data):\n",
        "    print(f\"Callback Action: {data}\")\n",
        "\n",
        "def observation_callback(data):\n",
        "    print(f\"Callback Observation: {data}\")\n",
        "\n",
        "def final_answer_callback(data):\n",
        "    print(f\"Callback Final Answer: {data}\")\n",
        "\n",
        "def ctsi_callback(scores):\n",
        "    print(f\"Callback CTSI Scores: Confidence={scores.get('confidence')}, \"\n",
        "          f\"Truthfulness={scores.get('truthfulness')}, \"\n",
        "          f\"Satisfaction={scores.get('satisfaction')}, \"\n",
        "          f\"Invalid={scores.get('invalid')}\")\n",
        "\n",
        "# Initialize the AGI wrapper\n",
        "agi = AGIWrapper(\n",
        "    api_key=\"YOUR_API_KEY\",  # Replace with your actual API key\n",
        "    apiendpoint=\"https://api.groq.com/openai/v1/chat/completions\",  # API Endpoint\n",
        "    model=\"llama-3.1-70b-versatile\",  # Model to use\n",
        "    interactive=False,  # Must be False for callbacks to work\n",
        "    confidence=True,  # Enable confidence scoring\n",
        "    hitm=False,  # Human-in-the-middle mode\n",
        "    cooldown=3,  # Cooldown period between LLM requests (seconds)\n",
        "    task=\"Solve x = x^2 + 1\",  # The task to solve\n",
        "    exe_path=AGIPath,  # Path to the AGI executable\n",
        "    colormode=False  # Must be False for callbacks to work\n",
        ")\n",
        "\n",
        "# Set the callback functions\n",
        "agi.set_callbacks(\n",
        "    on_thought=thought_callback,\n",
        "    on_action=action_callback,\n",
        "    on_observation=observation_callback,\n",
        "    on_final_answer=final_answer_callback,\n",
        "    on_ctsi_score=ctsi_callback  # CTSI score callback\n",
        ")\n",
        "\n",
        "# Execute the AGI process\n",
        "agi.execute()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fD0rgwkEri83",
        "outputId": "b31f69e2-fa84-404f-d451-b1d26e28d62c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Command being executed: Linux_64_bit/agi/agi --apikey APIKEY --task Solve x = x^2 + 1 --apiendpoint https://api.groq.com/openai/v1/chat/completions --contextlimit 50 --cooldown 3 --fao False --hitm False --interactive False --maxcorrections 3 --pytimeout 60 --selfcorrect False --showprice False --steplimit 25 --urlencode True --colormode False --confidence True --model llama-3.1-70b-versatile\n",
            "Callback Thought: The problem is asking us to solve the equation x = x^2 + 1. To do this, we can rearrange the equation to form a quadratic equation and then use the quadratic formula to solve for x. However, since the discriminant is negative, the equation has no real solutions, but it does have complex solutions. We can use complex arithmetic to find these solutions.\n",
            "Callback Action: ```python\n",
            "import cmath\n",
            "\n",
            "# Define the coefficients of the quadratic equation\n",
            "a = 1\n",
            "b = -1\n",
            "c = 1\n",
            "\n",
            "# Calculate the discriminant\n",
            "discriminant = b**2 - 4*a*c\n",
            "\n",
            "# Calculate the two complex solutions\n",
            "solution1 = (-b + cmath.sqrt(discriminant)) / (2*a)\n",
            "solution2 = (-b - cmath.sqrt(discriminant)) / (2*a)\n",
            "\n",
            "print(\"The complex solutions are {0} and {1}\".format(solution1, solution2))\n",
            "```\n",
            "Callback Observation: The complex solutions are (0.5+0.8660254037844386j) and (0.5-0.8660254037844386j)\n",
            "Callback Thought: Now that we have the complex solutions, we can verify that they are indeed the solutions to the equation x = x^2 + 1. We can plug these values back into the original equation to check if they satisfy the equation.\n",
            "Callback Action: ```python\n",
            "import cmath\n",
            "\n",
            "# Define the complex solutions\n",
            "solution1 = complex(0.5, 0.8660254037844386)\n",
            "solution2 = complex(0.5, -0.8660254037844386)\n",
            "\n",
            "# Check if the solutions satisfy the equation\n",
            "if solution1 == solution1**2 + 1 and solution2 == solution2**2 + 1:\n",
            "    print(\"The solutions satisfy the equation.\")\n",
            "else:\n",
            "    print(\"The solutions do not satisfy the equation.\")\n",
            "```\n",
            "Callback Observation: The solutions do not satisfy the equation.\n",
            "Callback Thought: This is unexpected. We derived the solutions using the quadratic formula, which should give us the correct solutions. However, when we plug the solutions back into the equation, they do not satisfy the equation. This suggests that there may be an error in our derivation or in the way we are checking if the solutions satisfy the equation.\n",
            "Callback Observation: \"Review the derivation and checking process to identify the error.\"\n",
            "Callback Action: \"Review the derivation and checking process to identify the error.\"\n",
            "Callback Observation: \"Review the derivation and checking process to identify the error.\"\n",
            "Callback Thought: Upon reviewing the derivation and checking process, I realize that I made a mistake in the checking process. The solutions I obtained are complex numbers, and when I plug them back into the equation, I need to use complex arithmetic to check if they satisfy the equation. However, in my previous checking process, I was using a simple equality check, which is not sufficient for complex numbers.\n",
            "Callback Action: ```python\n",
            "import cmath\n",
            "\n",
            "# Define the complex solutions\n",
            "solution1 = complex(0.5, 0.8660254037844386)\n",
            "solution2 = complex(0.5, -0.8660254037844386)\n",
            "\n",
            "# Check if the solutions satisfy the equation using complex arithmetic\n",
            "if abs(solution1 - (solution1**2 + 1)) < 1e-9 and abs(solution2 - (solution2**2 + 1)) < 1e-9:\n",
            "    print(\"The solutions satisfy the equation.\")\n",
            "else:\n",
            "    print(\"The solutions do not satisfy the equation.\")\n",
            "```\n",
            "Callback Observation: The solutions satisfy the equation.\n",
            "Callback Thought: Now that we have verified that the solutions satisfy the equation, we can conclude that the solutions to the equation x = x^2 + 1 are indeed the complex numbers (0.5+0.8660254037844386j) and (0.5-0.8660254037844386j).\n",
            "Explanation:\n",
            "1. We rearranged the equation x = x^2 + 1 to form a quadratic equation x^2 - x + 1 = 0.\n",
            "2. We used the quadratic formula to solve for x, but found that the discriminant was negative, indicating that the equation has no real solutions.\n",
            "3. We used complex arithmetic to find the complex solutions to the equation.\n",
            "4. We verified that the solutions satisfy the equation using complex arithmetic.\n",
            "\n",
            "Answer:\n",
            "The solutions to the equation x = x^2 + 1 are (0.5+0.8660254037844386j) and (0.5-0.8660254037844386j).\n",
            "Callback Action: Explanation:\n",
            "1. We rearranged the equation x = x^2 + 1 to form a quadratic equation x^2 - x + 1 = 0.\n",
            "2. We used the quadratic formula to solve for x, but found that the discriminant was negative, indicating that the equation has no real solutions.\n",
            "3. We used complex arithmetic to find the complex solutions to the equation.\n",
            "4. We verified that the solutions satisfy the equation using complex arithmetic.\n",
            "\n",
            "Answer:\n",
            "The solutions to the equation x = x^2 + 1 are (0.5+0.8660254037844386j) and (0.5-0.8660254037844386j).\n",
            "Callback Observation: Reflect and proceed, or END if the task has been completed.\n",
            "Callback Final Answer: The solutions to the equation x = x^2 + 1 are (0.5+0.8660254037844386j) and (0.5-0.8660254037844386j).\n",
            "Callback CTSI Scores: Confidence=100, Truthfulness=100, Satisfaction=100, Invalid=0\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0"
            ]
          },
          "metadata": {},
          "execution_count": 11
        }
      ]
    }
  ]
}