RAG & Agents Engineering

M42 retrieval lab

Search every abstraction level.

Compare source passages with a mixed-level index. Scores use real TF-IDF; summaries are authored, representative fixtures.

Question
Candidate pool
2
Positive-score hits
0
Summary hits
0
Source identifiers reached
0
Context words
0

Choose a question and candidate pool.

Ranked nodes

Shared TF-IDF vocabulary

NodeLevelScoreContext

Zero-score nodes stay out. Ties use fixture order. Level 0 is source text; higher levels are summaries.

Selected context

Source identifiers describe ancestry. They do not prove that a summary preserves every source fact. This fixture compares candidate pools, not model answer quality.