Indystry.works
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7

Ask instead of search.

One search that finds everything — and shows only what you're allowed to see.

Type what you need — in plain language. The search looks everywhere at once: documents, notes, emails, files. You only get what you have access to. No more hunting through ten programs.

From everyday work

"Which orders are open this week?" — and the answer comes right away

Instead of opening three programs and filtering, you just ask in chat. The answer comes from your own data, with sources, in one sentence. Anyone who wants more clicks into the details — anyone who just needs the number already has it.

How it fits together technically

A federated search indexes every source and filters per document by permission — nobody sees what they shouldn't. On top sits an assistant that answers in natural language (RAG over your own docs) and can read documents. Every building block is also available as an MCP server for AI agents. The language models run on-prem behind a proxy — data stays in-house, GDPR-safe.

Technology used

Meilisearch (federated)RAG assistantMCP serverson-prem LLM (LiteLLM)

Live demo

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