♦ JARGON SIMPLIFICATION FOR STUDENTS ♦
Converting dense academic research and complex textbook excerpts into concise summaries and real-world analogies for non-native English speakers.
THE ORIGIN
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I looked at my friends struggling to understand concepts using textbooks. They needed somebody who could teach them concepts. Even to understand simple concepts like atomic structure, they needed someone to explain it because their English wasn't sufficient.
In a country as large and diverse as India, English is a second language that most students just have to mug up. Most academic text lives strictly in English—yet when searching the internet for tools to fix this context-switching barrier, none existed. So, LangSlayer was built.
WHAT IT DOES
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Filters out administrative vocabulary and presents the exact core mechanism in two simple, readable sentences.
Pairs theoretical mechanisms (like atomic electron shells or wave functions) with relatable everyday mental models.
Uses high-speed open-source models through Groq API endpoints to give students immediate responses without wait times.
ARCHITECTURE
Vite, Vanilla JavaScript, and HTML5 styled with Tailwind CSS for clean editorial readability.
Web App Manifests and service worker logic allowing installation natively on mobile or desktop devices.
Open-source models (openai/gpt-oss-20b) via Groq API using a BYOK model.
Integrated marked.js to parse raw AI completions into clean HTML.
FUTURE ROADMAP
Clickable technical terms with instant hover popups providing one-line definitions.
One-click test samples (AP Bio, Quantum Physics, Law) for instant evaluation.
Displaying simplified English alongside optional regional language translations.