FURKAN SAKIZLIAI DATA ENGINEERING

RAG · AI DATA ENGINEERING

RAG is not a truth machine

Retrieval supplies candidates. Reliability requires admissible sources, faithful synthesis and tested boundaries.

A blue retrieval pipeline selects valid evidence from ivory document cards, filters prohibited and insufficient sources and produces an auditable answer.
01 · RETRIEVALWas the right, valid and authorised evidence found?
02 · GROUNDINGIs every material claim actually supported by a passage?
03 · ABSTENTIONDoes the system recognise insufficient evidence?
CORE METHOD

THE EVIDENCE CHAIN

Corpus, chunk, query, result, ranking, context, claim and citation are observed separately and tested together.

THE FAILURE-LOCATION TEST

Assign every wrong answer to a precise pipeline stage, then test the dependent controls.