Public space for the user community of Semantic Scholar APIs to share scripts, report issues, and make suggestions.

Local-first skill management platform for AI coding agents: dual SQLite+Git persistence, semantic search, bandit-optimized suggestions, and MCP integration

An plugin for Obsidian.md for effortlessly get note suggestions base on semantic meaning as you type, eliminating the need for complex tagging. Simplifying note-taking

A semantic MCP server for Obsidian that simplifies 20+ tools into 5 AI-optimized operations with intelligent workflow hints and state-aware suggestions.

PHPMailer PHPMailer – A full-featured email creation and transfer class for PHP Test status codecov.io Latest Stable Version Total Downloads License API Docs Features Probably the world's most popular code for sending email from PHP! Used by many open-source projects: WordPress, Drupal, 1CRM, SugarCRM, Yii, Joomla! and many more Integrated SMTP support – send without a local mail server Send emails with multiple To, CC, BCC and Reply-to addresses Multipart/alternative emails for mail clients that do not read HTML email Add attachments, including inline Support for UTF-8 content and 8bit, base64, binary, and quoted-printable encodings SMTP authentication with LOGIN, PLAIN, CRAM-MD5, and XOAUTH2 mechanisms over SMTPS and SMTP+STARTTLS transports Validates email addresses automatically Protects against header injection attacks Error messages in over 50 languages! DKIM and S/MIME signing support Compatible with PHP 5.5 and later, including PHP 8.1 Namespaced to prevent name clashes Much more! Why you might need it Many PHP developers need to send email from their code. The only PHP function that supports this directly is mail(). However, it does not provide any assistance for making use of popular features such as encryption, authentication, HTML messages, and attachments. Formatting email correctly is surprisingly difficult. There are myriad overlapping (and conflicting) standards, requiring tight adherence to horribly complicated formatting and encoding rules – the vast majority of code that you'll find online that uses the mail() function directly is just plain wrong, if not unsafe! The PHP mail() function usually sends via a local mail server, typically fronted by a sendmail binary on Linux, BSD, and macOS platforms, however, Windows usually doesn't include a local mail server; PHPMailer's integrated SMTP client allows email sending on all platforms without needing a local mail server. Be aware though, that the mail() function should be avoided when possible; it's both faster and safer to use SMTP to localhost. Please don't be tempted to do it yourself – if you don't use PHPMailer, there are many other excellent libraries that you should look at before rolling your own. Try SwiftMailer , Laminas/Mail, ZetaComponents etc. License This software is distributed under the LGPL 2.1 license, along with the GPL Cooperation Commitment. Please read LICENSE for information on the software availability and distribution. Installation & loading PHPMailer is available on Packagist (using semantic versioning), and installation via Composer is the recommended way to install PHPMailer. Just add this line to your composer.json file: "phpmailer/phpmailer": "^6.5" or run composer require phpmailer/phpmailer Note that the vendor folder and the vendor/autoload.php script are generated by Composer; they are not part of PHPMailer. If you want to use the Gmail XOAUTH2 authentication class, you will also need to add a dependency on the league/oauth2-client package in your composer.json. Alternatively, if you're not using Composer, you can download PHPMailer as a zip file, (note that docs and examples are not included in the zip file), then copy the contents of the PHPMailer folder into one of the include_path directories specified in your PHP configuration and load each class file manually: <?php use PHPMailer\PHPMailer\PHPMailer; use PHPMailer\PHPMailer\Exception; require 'path/to/PHPMailer/src/Exception.php'; require 'path/to/PHPMailer/src/PHPMailer.php'; require 'path/to/PHPMailer/src/SMTP.php'; If you're not using the SMTP class explicitly (you're probably not), you don't need a use line for the SMTP class. Even if you're not using exceptions, you do still need to load the Exception class as it is used internally. Legacy versions PHPMailer 5.2 (which is compatible with PHP 5.0 — 7.0) is no longer supported, even for security updates. You will find the latest version of 5.2 in the 5.2-stable branch. If you're using PHP 5.5 or later (which you should be), switch to the 6.x releases. Upgrading from 5.2 The biggest changes are that source files are now in the src/ folder, and PHPMailer now declares the namespace PHPMailer\PHPMailer. This has several important effects – read the upgrade guide for more details. Minimal installation While installing the entire package manually or with Composer is simple, convenient, and reliable, you may want to include only vital files in your project. At the very least you will need src/PHPMailer.php. If you're using SMTP, you'll need src/SMTP.php, and if you're using POP-before SMTP (very unlikely!), you'll need src/POP3.php. You can skip the language folder if you're not showing errors to users and can make do with English-only errors. If you're using XOAUTH2 you will need src/OAuth.php as well as the Composer dependencies for the services you wish to authenticate with. Really, it's much easier to use Composer! A Simple Example <?php //Import PHPMailer classes into the global namespace //These must be at the top of your script, not inside a function use PHPMailer\PHPMailer\PHPMailer; use PHPMailer\PHPMailer\SMTP; use PHPMailer\PHPMailer\Exception; //Load Composer's autoloader require 'vendor/autoload.php'; //Create an instance; passing `true` enables exceptions $mail = new PHPMailer(true); try { //Server settings $mail->SMTPDebug = SMTP::DEBUG_SERVER; //Enable verbose debug output $mail->isSMTP(); //Send using SMTP $mail->Host = 'smtp.example.com'; //Set the SMTP server to send through $mail->SMTPAuth = true; //Enable SMTP authentication $mail->Username = 'user@example.com'; //SMTP username $mail->Password = 'secret'; //SMTP password $mail->SMTPSecure = PHPMailer::ENCRYPTION_SMTPS; //Enable implicit TLS encryption $mail->Port = 465; //TCP port to connect to; use 587 if you have set `SMTPSecure = PHPMailer::ENCRYPTION_STARTTLS` //Recipients $mail->setFrom('from@example.com', 'Mailer'); $mail->addAddress('joe@example.net', 'Joe User'); //Add a recipient $mail->addAddress('ellen@example.com'); //Name is optional $mail->addReplyTo('info@example.com', 'Information'); $mail->addCC('cc@example.com'); $mail->addBCC('bcc@example.com'); //Attachments $mail->addAttachment('/var/tmp/file.tar.gz'); //Add attachments $mail->addAttachment('/tmp/image.jpg', 'new.jpg'); //Optional name //Content $mail->isHTML(true); //Set email format to HTML $mail->Subject = 'Here is the subject'; $mail->Body = 'This is the HTML message body <b>in bold!</b>'; $mail->AltBody = 'This is the body in plain text for non-HTML mail clients'; $mail->send(); echo 'Message has been sent'; } catch (Exception $e) { echo "Message could not be sent. Mailer Error: {$mail->ErrorInfo}"; } You'll find plenty to play with in the examples folder, which covers many common scenarios including sending through gmail, building contact forms, sending to mailing lists, and more. If you are re-using the instance (e.g. when sending to a mailing list), you may need to clear the recipient list to avoid sending duplicate messages. See the mailing list example for further guidance. That's it. You should now be ready to use PHPMailer! Localization PHPMailer defaults to English, but in the language folder you'll find many translations for PHPMailer error messages that you may encounter. Their filenames contain ISO 639-1 language code for the translations, for example fr for French. To specify a language, you need to tell PHPMailer which one to use, like this: //To load the French version $mail->setLanguage('fr', '/optional/path/to/language/directory/'); We welcome corrections and new languages – if you're looking for corrections, run the PHPMailerLangTest.php script in the tests folder and it will show any missing translations. Documentation Start reading at the GitHub wiki. If you're having trouble, head for the troubleshooting guide as it's frequently updated. Examples of how to use PHPMailer for common scenarios can be found in the examples folder. If you're looking for a good starting point, we recommend you start with the Gmail example. To reduce PHPMailer's deployed code footprint, examples are not included if you load PHPMailer via Composer or via GitHub's zip file download, so you'll need to either clone the git repository or use the above links to get to the examples directly. Complete generated API documentation is available online. You can generate complete API-level documentation by running phpdoc in the top-level folder, and documentation will appear in the docs folder, though you'll need to have PHPDocumentor installed. You may find the unit tests a good reference for how to do various operations such as encryption. If the documentation doesn't cover what you need, search the many questions on Stack Overflow, and before you ask a question about "SMTP Error: Could not connect to SMTP host.", read the troubleshooting guide. Tests PHPMailer tests use PHPUnit 9, with a polyfill to let 9-style tests run on older PHPUnit and PHP versions. Test status If this isn't passing, is there something you can do to help? Security Please disclose any vulnerabilities found responsibly – report security issues to the maintainers privately. See SECURITY and PHPMailer's security advisories on GitHub. Contributing Please submit bug reports, suggestions and pull requests to the GitHub issue tracker. We're particularly interested in fixing edge-cases, expanding test coverage and updating translations. If you found a mistake in the docs, or want to add something, go ahead and amend the wiki – anyone can edit it. If you have git clones from prior to the move to the PHPMailer GitHub organisation, you'll need to update any remote URLs referencing the old GitHub location with a command like this from within your clone: git remote set-url upstream https://github.com/PHPMailer/PHPMailer.git Please don't use the SourceForge or Google Code projects any more; they are obsolete and no longer maintained. Sponsorship Development time and resources for PHPMailer are provided by Smartmessages.net, the world's only privacy-first email marketing system. Smartmessages.net privacy-first email marketing logo Donations are very welcome, whether in beer 🍺, T-shirts 👕, or cold, hard cash 💰. Sponsorship through GitHub is a simple and convenient way to say "thank you" to PHPMailer's maintainers and contributors – just click the "Sponsor" button on the project page. If your company uses PHPMailer, consider taking part in Tidelift's enterprise support programme. PHPMailer For Enterprise Available as part of the Tidelift Subscription. The maintainers of PHPMailer and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source packages you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact packages you use. Learn more. Changelog See changelog. History PHPMailer was originally written in 2001 by Brent R. Matzelle as a SourceForge project. Marcus Bointon (coolbru on SF) and Andy Prevost (codeworxtech) took over the project in 2004. Became an Apache incubator project on Google Code in 2010, managed by Jim Jagielski. Marcus created his fork on GitHub in 2008. Jim and Marcus decide to join forces and use GitHub as the canonical and official repo for PHPMailer in 2013. PHPMailer moves to the PHPMailer organisation on GitHub in 2013. What's changed since moving from SourceForge? Official successor to the SourceForge and Google Code projects. Test suite. Continuous integration with Github Actions. Composer support. Public development. Additional languages and language strings. CRAM-MD5 authentication support. Preserves full repo history of authors, commits and branches from the original SourceForge project.

MCP Server for suggestion of Design Patterns - Provides semantic search and recommendations for software design patterns

Real-time trustworthiness evaluation and safety interception for AI agents. Semantic analysis, safe alternative suggestions, multi-step attack chain detection, and LLM-as-Judge.

A responsive, accessible single page app that lets users search GitHub profiles with live suggestions, keyboard navigation, and previews of recent repositories. Built with semantic HTML, modern CSS, and vanilla JavaScript; it integrates the GitHub REST API for real data.

Keywords enrichment by autocompletion (AWS, PM, RDC, CDS, ...), google suggestion scraping Heavy multithreaded semantic corpus crawler Similarity metrics implementing TF/IDF, duplicate content detection SERP inspector with multiple IPs and squid proxy Emulating geolocalisation with uule parameter Sitemap/List ultra fast crawler GWT API connection In-house Nutch plugin to parse ZTD, attributes completion

Elevate your TYPO3 website with intelligent, AI-powered content recommendations using advanced NLP

Our submission for Semantic Evaluation 2019 - Task 9 - Suggestion Mining

AniBaba is an AI-powered anime recommendation system that provides personalized suggestions based on natural language queries. Leveraging Retrieval-Augmented Generation (RAG), it understands user preferences and retrieves relevant anime from a semantic knowledge base to offer a conversational and discovery-rich experience.

A students social network + microblogging website built with HTML5, CSS3, Javascript, jQuery, AJAX, semantic-UI, PHP, SQL, PDO. SCONJ is live @ www.sconj.org . This is a licensed project developed by zaki mustafa . If you have any suggestions regarding this project, contact us @ zaki@sconj.org

Semantic BSDD: suggestions to make BSDD GraphQL, JSON API and RDF better

Advanced memory system for Claude MCP enabling persistent conversations, semantic search, pattern recognition, and intelligent context suggestions across projects with production-grade security & monitoring.

built a chat agent for your Mac that indexes all your files with embeddings, then uses tools (search, dedupe, stale detection, semantic folder suggestions) to organize everything

ChefMate is an AI-driven recipe assistant that uses Retrieval-Augmented Generation and a local LLM to provide context-aware cooking suggestions. It supports ingredient queries, recipe generation, and dietary filters through semantic search and real-time chat.

Crafted by Yashvi and Punit, JobSyncPro leverages a hybrid matching system (70% AI semantic understanding, 30% keyword similarity) to process and job descriptions with 90% alignment accuracy, providing ATS scoring, actionable resume suggestions, and personalized AI-driven interview preparation.

Example HTML code that includes semantic tag suggestions

A CLI tool for intelligently splitting large feature branches into atomic, semantic commits using git diff analysis and AI-powered suggestions.

An Obsidian plugin powered by Rust/WebAssembly that uses local LLMs to intelligently organize your notes with semantic embeddings, AI-powered link suggestions, contextual chat, and smart formatting tools.

A smart book recommender system that understands what you're in the mood for and gives you curated suggestions based on genre and emotion - powered by LLMs, sentiment analysis, and semantic search.

A lightweight AI-powered astrologer recommendation system built using semantic similarity and local LLMs. The project includes a semantic matching engine for astrologer suggestions based on user queries and an AI astrologer agent that generates personalized astrological insights using the Phi-3 model via Ollama. Implemented in Python

Semantic Book Recommender is an AI-driven app using **Gradio**, **Hugging Face Transformers**, and **Chroma** for personalized book suggestions. Built with **LangChain**, **Pandas**, and **NumPy**, it provides recommendations based on mood, category, or tone for enhanced discovery

AI-powered book recommendations engine that fuses semantic understanding and emotion intelligence to deliver deeply relevant book suggestions. Powered by LangChain, OpenAI embeddings, and emotion-aware NLP across ~7,000 titles, with an interactive Gradio experience for intuitive exploration.

Semantic Book Recommender System is an end-to-end intelligent recommendation engine built using Large Language Models (LLMs), vector embeddings, and Python. The project demonstrates how modern NLP techniques can be combined to deliver highly accurate, context-aware book suggestions based on meaning rather than simple keywords.

AI Resume Ranker is an ATS-inspired app that scores a resume against a job description and explains why. It combines a transparent, deterministic rubric (skills, coverage, experience, education/certs, soft skills) with semantic similarity (TF-IDF) to produce an overall 0–100 score, five subscores, missing keywords, and actionable suggestions.

nouvelle extension TYPO3 qui reprends la logique de semantic_suggestion mais plus ambitieuse et avec une architecture plus évolutive.

An intelligent hybrid ICD-10 diagnosis mapping system that leverages keyword-based fuzzy matching and semantic search using Sentence-BERT to map natural language medical diagnoses to standardized ICD-10 codes. Features confidence scoring, alternative suggestions, and comprehensive reporting for healthcare applications.

Parse input strings against a custom grammar, with semantic state extraction and suggestions for powering autocompletion and other interactive UXs