Work / Prospector
15 — Local-first AI SaaS for real-estate agents
Prospector
A local-first AI SaaS for real-estate agents: 5 specialist agents (research, comps, outreach, content, analytics) running on Ollama with ChromaDB for RAG. Nothing leaves the agent's machine.
Problem
Real-estate agents need an AI workbench that doesn't ship their listings to OpenAI's cloud.
What we forged
FastAPI :8000 + Next.js :3000, 5 specialist agents, SQLite, ChromaDB vector store, Ollama local LLM.
Outcome
Local-first stack working — every component runs on the agent's own machine. Privacy-first by default.
Highlights
- →5 specialist agents
- →100% local — privacy-first by default
- →RAG over the agent's own listing history
Stack
FastAPINext.js 15SQLiteChromaDBOllamaLocal LLM (Llama 3 / Mistral)
Tags
AI AgentsLocal-firstRAGReal-estate
Next in the forge
16
Generative video studio · 200+ models
Video Forge →
30 minutes on Zoom. No deck. No demo. We scope your build, quote a real number, and tell you when the answer isn't AI at all — because that happens too.