Manufacturing In progress

Central RAG knowledge base for production control

A production-control company consolidates internal knowledge — manuals, incident history, process docs — into one central, local knowledge base that staff query via chat.

The challenge

In production control, knowledge is scattered across manuals, incident history and process documentation, in different folders and different people's heads. When shift work demands a quick answer, looking it up is cumbersome.

How the stack solves it

Cognee builds a searchable knowledge base locally from the existing documents and incident history, and Open WebUI serves it up as a chat interface. Staff ask their question in plain language and get the matching passage from the documentation — everything stays on the company network.

How the components work together

Staff extern
Open WebUI · chat
Local LLM
Manuals & incident history extern
Cognee · knowledge index
Relevant passages Answer in chat

The result

Instead of digging through folders, the team asks a question in chat and gets the right answer drawn from their own knowledge — years of accumulated experience stays usable, without data leaving the building.

Something like this for your company?

Describe your case in the use-case finder, or talk to us about an implementation in the configurator.

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