18 / Projects
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
- 01 Question
- 02 Knowledge
- 03 Retrieval
- 04 Reasoning
- 05 Draft
- 06 Human check
Technologies
- Python
- FastAPI
- vLLM
- Qwen
- PostgreSQL
Categories
AI · Engineering · Data