php

Qompass AI on PHP

https://github.com/qompassai/php

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
    Links to: arxiv.org, researchgate.net, zenodo.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (8.8%) to scientific vocabulary

Scientific Fields

Computer Science Computer Science - 33% confidence
Last synced: 4 months ago · JSON representation ·

Repository

Qompass AI on PHP

Basic Info
  • Host: GitHub
  • Owner: qompassai
  • License: agpl-3.0
  • Language: Nix
  • Default Branch: main
  • Size: 46.9 KB
Statistics
  • Stars: 0
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 3
Created 5 months ago · Last pushed 5 months ago
Metadata Files
Readme Funding License Citation Zenodo

README.md

Qompass AI on PHP

Educational Content on the PHP Programming Language

Repository Views GitHub all releases

PHP
PHP Documentation PHP Tutorials
License: AGPL v3 License: Q-CDA

Qompass AI PHP PHP Solutions
* [Qompass Ghost](https://github.com/qompassai/ghost)
▶️ Qompass AI Quick Start
```sh curl -fSsL https://raw.githubusercontent.com/qompassai/php/main/scripts/quickstart.sh | sh ```
📄 We STRONGLY advise you read the script BEFORE running it 😉
#!/bin/sh
# /qompassai/php/scripts/quickstart.sh
# Qompass AI PHP Quick Start
# Copyright (C) 2025 Qompass AI, All rights reserved
####################################################
set -eu
IFS='
'
XDG_BIN_HOME="${XDG_BIN_HOME:-$HOME/.local/bin}"
XDG_CONFIG_HOME="${XDG_CONFIG_HOME:-$HOME/.config}"
XDG_DATA_HOME="${XDG_DATA_HOME:-$HOME/.local/share}"
mkdir -p "$XDG_BIN_HOME" "$XDG_CONFIG_HOME/php" "$XDG_DATA_HOME/php"
case ":$PATH:" in
*":$XDG_BIN_HOME:"*) ;;
*) PATH="$XDG_BIN_HOME:$PATH" ;;
esac
export PATH
NEEDED_TOOLS="git curl tar make gcc bash"
MISSING=""
for tool in $NEEDED_TOOLS; do
  if ! command -v "$tool" >/dev/null 2>&1; then
    if [ -x "/usr/bin/$tool" ]; then
      ln -sf "/usr/bin/$tool" "$XDG_BIN_HOME/$tool"
      echo " → Added symlink for $tool"
    else
      MISSING="$MISSING $tool"
    fi
  fi
done
if [ -n "$MISSING" ]; then
  echo "⚠ Warning: Missing tools:$MISSING"
  echo "Please install these with your package manager."
  exit 1
fi
cat <"/tmp/php_menu.$USER"
1 PHP 8.3.8   8.3.8
2 PHP 8.2.20  8.2.20
3 PHP 8.1.27  8.1.27
a All
q Quit
EOF
printf '╭────────────────────────────────────────────╮\n'
printf '│    Qompass AI · PHP Quick‑Start            │\n'
printf '╰────────────────────────────────────────────╯\n'
printf '    © 2025 Qompass AI. All rights reserved   \n\n'
awk 'NF==3 {printf " %s) %s\n", $1, $2}' "/tmp/php_menu.$USER"
printf ' a) all\n'
printf ' q) quit\n\n'
printf "Choose PHP versions to install [1]: "
read -r choice
[ -z "$choice" ] && choice="a"
[ "$choice" = "q" ] && exit 0
VERSIONS=""
if [ "$choice" = "a" ]; then
  VERSIONS=$(awk 'NF==3{print $3}' "/tmp/php_menu.$USER")
else
  for sel in $choice; do
    SELVER=$(awk -v k="$sel" '$1==k{print $3}' "/tmp/php_menu.$USER")
    if [ -z "$SELVER" ]; then
      echo "Unknown option: $sel"
      rm -f "/tmp/php_menu.$USER"
      exit 1
    fi
    VERSIONS="$VERSIONS $SELVER"
  done
fi
PHPENV_ROOT="$XDG_DATA_HOME/phpenv"
if ! [ -d "$PHPENV_ROOT" ]; then
  echo "==> Installing phpenv in $PHPENV_ROOT"
  git clone --depth=1 https://github.com/phpenv/phpenv.git "$PHPENV_ROOT"
  "$PHPENV_ROOT"/bin/phpenv install --skip-existing # just in case hook needed
fi
export PHPENV_ROOT
export PATH="$PHPENV_ROOT/bin:$PATH"
add_path_to_shell_rc() {
  rcfile=$1
  line="export PATH=\"$XDG_BIN_HOME:\$PATH\""
  if [ -f "$rcfile" ]; then
    if ! grep -Fxq "$line" "$rcfile"; then
      printf '\n# Added by Qompass AI PHP quickstart script\n%s\n' "$line" >>"$rcfile"
      echo " → Added PATH export to $rcfile"
    fi
  fi
}
add_phpenv_to_shell_rc() {
  rcfile=$1
  line="export PHPENV_ROOT=\"$PHPENV_ROOT\"; export PATH=\"\$PHPENV_ROOT/bin:\$PATH\""
  if [ -f "$rcfile" ]; then
    if ! grep -Fq "PHPENV_ROOT" "$rcfile"; then
      printf '\n# Added by Qompass AI PHP quickstart script\n%s\n' "$line" >>"$rcfile"
      echo " → Added PHPENV_ROOT to $rcfile"
    fi
  fi
}
add_path_to_shell_rc "$HOME/.bashrc"
add_path_to_shell_rc "$HOME/.zshrc"
add_path_to_shell_rc "$HOME/.profile"
add_phpenv_to_shell_rc "$HOME/.bashrc"
add_phpenv_to_shell_rc "$HOME/.zshrc"
add_phpenv_to_shell_rc "$HOME/.profile"
echo "==> Installing selected PHP version(s) (may take a while)..."
for VER in $VERSIONS; do
  echo " ▪ Installing PHP $VER"
  phpenv install --skip-existing "$VER"
done
LAST_VER=$(echo "$VERSIONS" | awk '{print $NF}')
phpenv global "$LAST_VER"
COMPOSER_BIN="$XDG_BIN_HOME/composer"
if ! [ -x "$COMPOSER_BIN" ]; then
  echo "==> Installing Composer (PHP package manager)..."
  curl -fsSL https://getcomposer.org/installer | php -- --install-dir="$XDG_BIN_HOME" --filename=composer
  chmod +x "$COMPOSER_BIN"
fi
echo "==> Installing common PHP developer tools (user-space)..."
PHP_TOOLS="phpunit php-cs-fixer phpcs phpcbf"
for tool in $PHP_TOOLS; do
  echo " ▪ composer global require $tool ..."
  composer global require "$tool" --no-interaction 2>/dev/null || true
done
echo "✅ Qmopass AI PHP Quicstart is complete!"
echo "→ Please restart your terminal or run 'export PATH=\"$XDG_BIN_HOME:\$PATH\"' to update your PATH."
rm -f "/tmp/php_menu.$USER"
exit 0

Or, View the quickstart script.

🧭 About Qompass AI

Matthew A. Porter
Former Intelligence Officer
Educator & Learner
DeepTech Founder & CEO

Publications

ORCID ResearchGate Zenodo

Developer Programs

[![NVIDIA Developer](https://img.shields.io/badge/NVIDIA-Developer_Program-76B900?style=for-the-badge\&logo=nvidia\&logoColor=white)](https://developer.nvidia.com/) [![Meta Developer](https://img.shields.io/badge/Meta-Developer_Program-0668E1?style=for-the-badge\&logo=meta\&logoColor=white)](https://developers.facebook.com/) [![HackerOne](https://img.shields.io/badge/-HackerOne-%23494649?style=for-the-badge\&logo=hackerone\&logoColor=white)](https://hackerone.com/phaedrusflow) [![HuggingFace](https://img.shields.io/badge/HuggingFace-qompass-yellow?style=flat-square\&logo=huggingface)](https://huggingface.co/qompass) [![Epic Games Developer](https://img.shields.io/badge/Epic_Games-Developer_Program-313131?style=for-the-badge\&logo=epic-games\&logoColor=white)](https://dev.epicgames.com/)

Professional Profiles

Personal LinkedIn Startup LinkedIn

Social Media

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🔥 How Do I Support
🏛️ Qompass AI Pre-Seed Funding 2023-2025 🏆 Amount 📅 Date
RJOS/Zimmer Biomet Research Grant $30,000 March 2024
Pathfinders Intern Program
View on LinkedIn
$2,000 October 2024

🤝 How To Support Our Mission

[![GitHub Sponsors](https://img.shields.io/badge/GitHub-Sponsor-EA4AAA?style=for-the-badge\&logo=github-sponsors\&logoColor=white)](https://github.com/sponsors/phaedrusflow) [![Patreon](https://img.shields.io/badge/Patreon-Support-F96854?style=for-the-badge\&logo=patreon\&logoColor=white)](https://patreon.com/qompassai) [![Liberapay](https://img.shields.io/badge/Liberapay-Donate-F6C915?style=for-the-badge\&logo=liberapay\&logoColor=black)](https://liberapay.com/qompassai) [![Open Collective](https://img.shields.io/badge/Open%20Collective-Support-7FADF2?style=for-the-badge\&logo=opencollective\&logoColor=white)](https://opencollective.com/qompassai) [![Buy Me A Coffee](https://img.shields.io/badge/Buy%20Me%20A%20Coffee-Support-FFDD00?style=for-the-badge\&logo=buy-me-a-coffee\&logoColor=black)](https://www.buymeacoffee.com/phaedrusflow)
🔐 Cryptocurrency Donations **Monero (XMR):**
Monero QR Code
42HGspSFJQ4MjM5ZusAiKZj9JZWhfNgVraKb1eGCsHoC6QJqpo2ERCBZDhhKfByVjECernQ6KeZwFcnq8hVwTTnD8v4PzyH

Funding helps us continue our research at the intersection of AI, healthcare, and education

Frequently Asked Questions ### Q: How do you mitigate against bias? **TLDR - we do math to make AI ethically useful** ### A: We delineate between mathematical bias (MB) - a fundamental parameter in neural network equations - and algorithmic/social bias (ASB). While MB is optimized during model training through backpropagation, ASB requires careful consideration of data sources, model architecture, and deployment strategies. We implement attention mechanisms for improved input processing and use legal open-source data and secure web-search APIs to help mitigate ASB. [AAMC AI Guidelines | One way to align AI against ASB](https://www.aamc.org/about-us/mission-areas/medical-education/principles-ai-use) ### AI Math at a glance ## Forward Propagation Algorithm $$ y = w\_1x\_1 + w\_2x\_2 + ... + w\_nx\_n + b $$ Where: * $y$ represents the model output * $(x\_1, x\_2, ..., x\_n)$ are input features * $(w\_1, w\_2, ..., w\_n)$ are feature weights * $b$ is the bias term ### Neural Network Activation For neural networks, the bias term is incorporated before activation: $$ z = \sum\_{i=1}^{n} w\_ix\_i + b $$ $$ a = \sigma(z) $$ Where: * $z$ is the weighted sum plus bias * $a$ is the activation output * $\sigma$ is the activation function ### Attention Mechanism- aka what makes the Transformer (The "T" in ChatGPT) powerful * [Attention High level overview video](https://www.youtube.com/watch?v=fjJOgb-E41w) * [Attention Is All You Need Arxiv Paper](https://arxiv.org/abs/1706.03762) The Attention mechanism equation is: $$ \text{Attention}(Q, K, V) = \text{softmax}\left( \frac{QK^T}{\sqrt{d\_k}} \right) V $$ Where: * $Q$ represents the Query matrix * $K$ represents the Key matrix * $V$ represents the Value matrix * $d\_k$ is the dimension of the key vectors * $\text{softmax}(\cdot)$ normalizes scores to sum to 1 ### Q: Do I have to buy a Linux computer to use this? I don't have time for that! ### A: No. You can run Linux and/or the tools we share alongside your existing operating system: * Windows users can use Windows Subsystem for Linux [WSL](https://learn.microsoft.com/en-us/windows/wsl/install) * Mac users can use [Homebrew](https://brew.sh/) * The code-base instructions were developed with both beginners and advanced users in mind. ### Q: Do you have to get a masters in AI? ### A: Not if you don't want to. To get competent enough to get past ChatGPT dependence at least, you just need a computer and a beginning's mindset. Huggingface is a good place to start. * [Huggingface](https://docs.google.com/presentation/d/1IkzESdOwdmwvPxIELYJi8--K3EZ98_cL6c5ZcLKSyVg/edit#slide=id.p) ### Q: What makes a "small" AI model? ### A: AI models ~=10 billion(10B) parameters and below. For comparison, OpenAI's GPT4o contains approximately 200B parameters.
What a Dual-License Means ### Protection for Vulnerable Populations The dual licensing aims to address the cybersecurity gap that disproportionately affects underserved populations. As highlighted by recent attacks\[1], low-income residents, seniors, and foreign language speakers face higher-than-average risks of being victims of cyberattacks. By offering both open-source and commercial licensing options, we encourage the development of cybersecurity solutions that can reach these vulnerable groups while also enabling sustainable development and support. ### Preventing Malicious Use The AGPL-3.0 license ensures that any modifications to the software remain open source, preventing bad actors from creating closed-source variants that could be used for exploitation. This is especially crucial given the rising threats to vulnerable communities, including children in educational settings. The attack on Minneapolis Public Schools, which resulted in the leak of 300,000 files and a $1 million ransom demand, highlights the importance of transparency and security\[8]. ### Addressing Cybersecurity in Critical Sectors The commercial license option allows for tailored solutions in critical sectors such as healthcare, which has seen significant impacts from cyberattacks. For example, the recent Change Healthcare attack\[4] affected millions of Americans and caused widespread disruption for hospitals and other providers. In January 2025, CISA\[2] and FDA\[3] jointly warned of critical backdoor vulnerabilities in Contec CMS8000 patient monitors, revealing how medical devices could be compromised for unauthorized remote access and patient data manipulation. ### Supporting Cybersecurity Awareness The dual licensing model supports initiatives like the Cybersecurity and Infrastructure Security Agency (CISA) efforts to improve cybersecurity awareness\[7] in "target rich" sectors, including K-12 education\[5]. By allowing both open-source and commercial use, we aim to facilitate the development of tools that support these critical awareness and protection efforts. ### Bridging the Digital Divide The unfortunate reality is that too many individuals and organizations have gone into a frenzy in every facet of our daily lives\[6]. These unfortunate folks identify themselves with their talk of "10X" returns and building towards Artificial General Intelligence aka "AGI" while offering GPT wrappers. Our dual licensing approach aims to acknowledge this deeply concerning predatory paradigm with clear eyes while still operating to bring the best parts of the open-source community with our services and solutions. ### Recent Cybersecurity Attacks Recent attacks underscore the importance of robust cybersecurity measures: * The Change Healthcare cyberattack in February 2024 affected millions of Americans and caused significant disruption to healthcare providers. * The White House and Congress jointly designated October 2024 as Cybersecurity Awareness Month. This designation comes with over 100 actions that align the Federal government and public/private sector partners are taking to help every man, woman, and child to safely navigate the age of AI. By offering both open source and commercial licensing options, we strive to create a balance that promotes innovation and accessibility. We address the complex cybersecurity challenges faced by vulnerable populations and critical infrastructure sectors as the foundation of our solutions, not an afterthought. ### References

Owner

  • Name: Qompass
  • Login: qompassai
  • Kind: organization
  • Email: map@qompass.ai
  • Location: United States of America

Cost-Conscious GenAI Microservices

Citation (CITATION.cff)

cff-version: 1.2.0
title: "php"
message: "If you use this software, please cite it as below."
authors:
  - family-names: "Porter"
    given-names: "Matthew A."
    orcid: "https://orcid.org/0000-0002-0302-4812"
    affiliation: "Qompass AI"
version: "v2025-08-21"
date-released: "2025-08-21"
repository-code: "https://github.com/qompassai/php"
license: "Q-CDA-1.0"
keywords:
  - AI
  - Education
  - Healthcare
  - Post-Quantum Cryptography
  - Quantum
  - opensource
  - software
abstract: "Qompass AI on PHP"

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