Projects

18 / Projects

In development Limited detail

AI Engineering Assistant

An AI system for technical data, engineering documentation, product information, quotation support and knowledge retrieval.

The project is shown at the level of problem, architecture and capabilities; some implementation details remain reserved.

01 · The problem

Engineering teams lose time searching, re-reading and re-interpreting documents that should already be structured.

02 · The idea

An assistant that answers from structured technical knowledge, not from a pile of files.

03 · The system

Retrieval and reasoning over normalised engineering data, with quotation support as a first concrete use.

04 · The implementation

In development, bound to the knowledge engine and the self-hosted model stack.

05 · The next step

Close the loop between a question, a source record and a usable draft.

The architecture

  1. 01 Question
  2. 02 Knowledge
  3. 03 Retrieval
  4. 04 Reasoning
  5. 05 Draft
  6. 06 Human check

Technologies

  • Python
  • FastAPI
  • vLLM
  • Qwen
  • PostgreSQL

Categories

AI · Engineering · Data

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