Bloomind/bloomind-thought-structurer

Bloomind — AI Thought Structurer

Turn scattered thoughts into structured insights, powered by MiniCPM (1.3B params).

What it does

Input your messy "murmurs" (scattered thoughts, random ideas, stream of consciousness) and Bloomind structures them into a Brain Flower:

• —Title: A concise summary of your thinking theme
• —Core Brain Flower: Extracted insights, conclusions, and key ideas in coherent paragraphs

Technical Highlights

• —Model: MiniCPM-V 4.6 (1.3B params, Q4KM quantization) by OpenBMB
• —Structured Output: GBNF grammar constraints ensure consistent formatting
• —On-session RAG: Character bigram Jaccard similarity retrieves relevant past thoughts to enrich context
• —Sampling Strategy: min-p (0.05) + presencepenalty (1.5) + topk (64) — optimized for small model coherence

The iOS App

This is the web demo of Bloomind, a privacy-first iOS app where MiniCPM runs 100% on-device with zero network permissions. Your thoughts never leave your phone.

Hackathon

Built for the Build Small Hackathon — Track: Backyard AI.

Using OpenBMB's MiniCPM model to solve a real problem: helping people structure their messy thoughts into actionable insights.