Ask questions about your company's data in plain language. ANDAI queries your databases, documents, and knowledge base — then delivers answers with intelligent analysis. All running locally on your own hardware.
Features
From raw CSV uploads to intelligent analysis — ANDAI bridges the gap between your data and actionable decisions.
Ask questions in natural language. ANDAI queries your databases, documents, and FAQ — then synthesises a clear answer with analysis.
Upload CSV or create tables manually. The AI writes SQL on the fly to answer data questions — no query skills needed.
Upload PDFs. ANDAI chunks, embeds, and semantically searches them so you can chat with your documents.
Choose between raw data or full AI analysis with recommendations. One click switches between data-only and insight mode.
Each company gets isolated data, users, and documents. Super admins manage everything from one dashboard.
Powered by Ollama — your data never leaves your server. Full privacy with open-source LLMs like Llama, Qwen, and more.
How It Works
CSV tables, PDF documents, or FAQ entries
Natural language — no SQL or tech knowledge needed
Data-backed responses with optional AI analysis
Architecture
Every component runs on your infrastructure. No cloud APIs, no data leaks.
Next.js 15 · TypeScript · Tailwind CSS 4
Modern React UI with App Router, real-time chat, and responsive dashboard.
FastAPI · Python 3.12 · SQLAlchemy
Async REST API with JWT auth, role-based access, text-to-SQL, and unified query engine.
Ollama · Qwen / Llama · nomic-embed-text
Local LLM inference and embeddings. Your prompts and data never leave the server.
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