UFOAI
Private RAG on declassified UFO files — 100% offline intelligence
What It Is
UFOAI is a fully offline RAG (Retrieval-Augmented Generation) system that ingests declassified UFO/UAP documents from war.gov, AARO, and DVIDS, then lets you query them using local LLMs. No cloud. No API keys. No data leaves your machine.
The project started as a test of local-first AI: can you build a serious intelligence tool that runs entirely on a MacBook? The answer is yes — and it's faster than most cloud alternatives.
Capabilities
📄 Multi-Source Ingestion
Scrapes war.gov CSV database, AARO case files, Congressional reports, and DVIDS media. 60+ declassified images and documents indexed.
🔍 Local RAG
ChromaDB + nomic-embed-text for embeddings. llama3.1:8b for chat. All local via Ollama. Query response time: <2s.
🖼️ Vision Support
llava:7b analyzes declassified photos — composite sketches, Apollo 17 anomalies, unresolved Middle East sightings.
📊 Structured Data
CSV parsing with Pydantic validation. Manifest tracking for all sources. Chunked with 500-token segments, 50-token overlap.
🌐 Web UI
Streamlit interface for non-technical users. Search, chat, and browse documents without touching the terminal.
🔒 100% Offline
Zero network calls after initial download. Air-gappable. Works on a plane, in a bunker, or anywhere without internet.