AI-Powered Docs Simplifier

Built a documentation assistant that scrapes content from technical documentation websites, simplifies it using LLMs, and remembers user context for interactive, intuitive understanding. Designed to help developers quickly grasp complex topics.

Stack

• ▸Next.js — Frontend framework
• ▸Express — Backend framework
• ▸Cheerio — HTML parsing and content extraction
• ▸Gemini — Google's LLM for text simplification
• ▸Qdrant — Vector database for context storage
• ▸MongoDB — Database
• ▸Docker — Containerization

What it does

• ▸Two modes: 'Simplify Docs' using just a URL, and 'General Question' for follow-up or standalone queries
• ▸Scrapes documentation content and feeds it to a custom-tuned LLM for simplified explanations
• ▸Maintains user context across chats for more coherent follow-up answers
• ▸Improves documentation accessibility and developer onboarding experience