N

NLP

Compiler that turns Magic: The Gathering Oracle text into a typed AST and a symbolic, LLM-facing DSL (and back) for grammar-constrained card generation.

🤖 AI browser extensions & userscripts to augment your web experience

A starting point for developing your own Chrome extension using chatgpt.js (including pop-up menu + settings management)

💬 Epic prompts to turbo-charge your LLM chatbots.

🙈 A starting point for developing your own Greasemonkey userscript using chatgpt.js

Deep Self Mirror (DSM) — psycho-cognitive profile from audio, your AI-chat history or psychological session transcript. Analyze ChatGPT/Claude/Gemini exports through 8 layers, 25+ models, 400+ metrics: Big Five, Dark Triad, Schwartz Values, NLP metaprograms, attachment style, cognitive biases, Jungian shadow, C4-META 27-state topology. Age/gender-adjusted norms (Soto & John 2012, N=1.3M). Three precision modes: rule-based (instant, free), local LLM (private), API LLM (maximum). Export to HTML + JSON + DOCX + Markdown. 100% local. Open source (AGPL-3.0). Built by a psychologist (15+ yr practice). Bilingual EN/RU.

Русская версия: Deep Self Mirror (DSM) — психокогнитивный профиль из аудио, истории ИИ-чатов, транскрипта психологической консультации или интервью. 8 слоёв, 25+ моделей, 400+ метрик: Big Five, Dark Triad, ценности Шварца, метапрограммы, стиль привязанности, когнитивные искажения, тень Юнга, C4-META топология. Возрастные нормы (Soto & John 2012, N=1.3M). 3 режима: rule (мгновенно), локальная LLM (приватно), API (максимум). Экспорт в HTML + JSON + DOCX + Markdown. 100% локально. AGPL-3.0. Создано психологом (15+ лет практики). Билингва EN/RU.

Native macOS knowledge graph — on-device AI auto-discovers connections between your notes.

Multimodal architecture that is capable to sensing emotion from chat occurrences, with added support for emojis, emoticons, and internet slangs.

Code for topic modeling and document retrieval. Interfaces with Indexr's web backend. https://www.indexr.us/home

Bug fixes for the abandoned python Wikipedia project to warn the user when the Wikpedia suggestion engine is corrupting the titles of valid Wikipedia articles. Required for the examples in Natural Language Processing in Action, 2nd Edition by Maria Dyshel and Hobson Lane (and a community of more than 30 contributing authors and editors).

[2025] European news intelligence platform with dual-layer AI sentiment analysis. Tracks media narrative shifts across 12 sources using VADER baseline + Gemini nuance, vector embeddings for semantic search, and interactive relationship mapping with real-time trend visualization.

Natural Language Understanding for math symbols, digits, and words with a Gradio user interface and REST API.

Machine learning models and API for natural language intent classification.

Resources for interns and new team members at Tangible AI

Command Line Interface for developers of qary -- the open source, teachable AI assistant that truly assists, rather than manipulating you.

Conclusiones Heurísticas de las Solicitudes de Documentación del Portal de Información Pública

Controversy quantification of topics on twitter, based on user probability to participate in a controversy topic, using GNN and NLP models.

Conversational math active learning for K-12 students (chatbot math tutor).

Docker container for Brat Rapid Annotation Tool

Code and data for Natural Language Processing in Action, 2nd Edition, by Maria Dyshel and Hobson Lane for Manning Publications