Boost Your English Skills with a DIY AI-Powered Diary

This article spotlights an innovative approach to language learning by leveraging local Large Language Models (LLMs) and LangGraph. The creation of a personalized English correction application allows users to refine their writing with grammatical corrections and stylistic suggestions, all while avoiding API costs. The integration of FastAPI and htmx further streamlines the user experience, offering a practical example of AI-driven education.

• •The app uses a Local LLM for offline, cost-effective English correction.
• •It leverages LangGraph for a multi-step process including grammar checking, refinement, and advice.
• •The project is built with FastAPI and htmx, showcasing a practical application of AI.