hooh.com
AI-first platform for organising and querying personal and business documents. Turns unstructured files into a searchable, answerable knowledge base.
Overview
hooh.com is an AI-first document management platform: a place where you can always organise your documents, then ask questions against them in natural language. Built on a modern retrieval stack — hybrid search, embeddings, cascaded LLMs — with a strong focus on privacy and cost-efficient orchestration.
What we ship
- Six-stage document processing pipeline: upload → OCR → structure extraction → embeddings → index → Q&A
- AcroForm and PDF form handling, tabular extraction, long-document chunking
- Hybrid retrieval combining vector similarity, keyword search, and graph traversal
- Model cascades routing queries across LLMs by cost, quality, and latency
- iOS app, web app, and public API
Impact
- In active development by the Alesium team
- Positioning: an affordable private-AI alternative to OpenAI’s consumer assistants for serious document work
Stack
NestJS · FastAPI · Next.js · Pinecone · PostgreSQL · MongoDB · AWS · K3s · Auth0 · Supabase · Langfuse
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