Mi:RAG
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Autonomous Multimodal
RAG-in-a-Box Factory

Turn messy enterprise PDFs, scanned voter forms, and clicked photos into a turnkey, anti-hallucination AI knowledge microservice in seconds.

VIEW ARCHITECTURE
COPIED TO CLIPBOARD ✕
irm https://mirag.me/install | iex

Paste this command into your PowerShell terminal to launch your local engine.

LOCAL COMPUTE • HARDWARE ACCELERATED • MULTIMODAL VISION OCR • DYNAMIC HYDE EXPANSION • STANDALONE EXPORT • TURNKEY RAG FACTORY • LOCAL COMPUTE • HARDWARE ACCELERATED • MULTIMODAL VISION OCR • DYNAMIC HYDE EXPANSION • STANDALONE EXPORT • TURNKEY RAG FACTORY •
ENGINE SPECIFICATIONS

Engineered for Zero Fluff and Real Grounding

MULTIMODAL

One-shot deep visual scene extraction. Understands photos, diagrams, flowcharts, and foreign scripts via any local Vision model.

RapidOCR + Local Vision LLM
GUARDRAILS

Strict cosine distance relevance gates and zero-evidence refusal fallbacks ensure the engine never hallucinates out-of-context facts.

Cosine Filter + HyDE Expander
STANDALONE

Export a turnkey production bundle containing pre-indexed vector DB, standalone FastAPI server, web UI, and launch scripts.

FastAPI + ChromaDB + Batch