Building a Private RAG System: Lessons from a Local-First AI Journal
DiaryGPT is an AI-powered personal journaling app designed to prioritize user privacy. It operates primarily in local mode, ensuring that no data leaves the user's machine while providing various AI-driven insights. The app features mood analysis, semantic search, and personalized prompts, all while maintaining strong encryption standards.
- ▪DiaryGPT offers AI mood analysis, reflective responses, and personalized journaling prompts.
- ▪The app operates in a local mode by default, ensuring zero data leaves the user's machine.
- ▪Users can opt for a cloud mode for enhanced reasoning quality while still protecting their privacy.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 1532066) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Rahul Talreja Posted on May 23 Building a Private RAG System: Lessons from a Local-First AI Journal #llm #ai #ollama #privacy Most AI apps quietly send your data to the cloud. DiaryGPT does the opposite — and this is the full technical story. The Problem With AI + Private Data When you write in a journal, you write the things you'd never say out loud. The last thing you want is that text sitting on someone else's server, used to train a model, or exposed in a breach.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
Discussion
0 commentsMore from DEV.to (Top)
