Aryan
Running on Mobile/Tablet? Open on Desktop (Windows/Mac/Linux) to execute the local AI factory.
3D Chrome Shape 3D Chrome Ribbon
Mi:RAG Logo
LOCAL MULTIMODAL RAG

Local Document Search
& Visual QA

Index PDFs and documents on your machine, extract diagrams and figures, and ask questions using local Ollama models without sending data to the cloud.

> irm https://mirag.me/install | iex
OPEN DOCS
LOCAL-FIRST DESKTOP ENGINE
Run Locally on PC or Mac

Mi:RAG indexes your private documents using local Ollama models and on-device ChromaDB vector acceleration.

1. Open mirag.me on your Desktop computer.
2. Run the one-line installer in PowerShell or Terminal.
3. Your local AI factory opens at localhost:8000.
COPIED TO CLIPBOARD ✕
irm https://mirag.me/install | iex

Paste this command into your PowerShell terminal on Desktop/Laptop to launch your local engine.

LOCAL COMPUTE • DIAGRAM EXTRACTION • REVERSE IMAGE SEARCH • CHROMADB VECTORS • OLLAMA INFERENCE • STANDALONE EXPORT • LOCAL COMPUTE • DIAGRAM EXTRACTION • REVERSE IMAGE SEARCH • CHROMADB VECTORS • OLLAMA INFERENCE • STANDALONE EXPORT •
ENGINE SPECIFICATIONS

Engineered for Zero Fluff and Real Grounding

MULTIMODAL

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

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 standalone package containing your pre-indexed ChromaDB vector database, extracted diagrams, local server, and chat UI.

FastAPI + ChromaDB + Batch