Files
tai/research/prompt-context-scaling/aithinkerlab-graphrag-ultimate-guide.md
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retoor af080fe68e Strict goal verification, approval hardening, retrieval eval, work limits, sandbox caps (1.38.0)
- Approval: re-prompt unknown answers (max 3), shell-only affirmative
  guidance recovery; destructive actions stay strict
- GoalVerifier subagent with strict JSON verdicts, bounded follow-up
  rounds, nonzero exit plus open turn on unverified one-shots
- Retrieval eval (Hit@K/MRR/nDCG/Context Precision), FTS cascade with
  title weighting, query/read event logging, --eval-retrieval CLI
- Supervisor caps (8 parallel, 64 records) and scheduler hardening
  (4 fires/tick, per-schedule lease, stated misfire policy)
- Sandbox box resource trio: 2g/2.0/256 at create, best-effort
  update for existing boxes, rm -f recovery pointer
- Research archive: 12 subjects, 667 sources, 27 conclusions;
  suites 979 + 16 green
2026-10-18 12:13:24 +02:00

1.1 KiB

GraphRAG vs RAG: The Ultimate Guide to Building Reasoning AI Search in 2026

Metadata

Field Value
Institute Molodetz Institute — Research & Retrieval Division
Subject prompt-context-scaling
Document type Source Citation Card
Tier 2
Source title GraphRAG vs RAG: The Ultimate Guide to Building Reasoning AI Search in 2026
Source URL https://aithinkerlab.com/graphrag-vs-rag-the-ultimate-guide-to-building-reasoning-ai-search-in-2026/
Source type blog post
Date researched 2026-10-18
Researched by tai (agent), model: Muse Spark, on behalf of retoor
Research method Search aggregator result listing (not independently opened or quoted)
Confidence Not independently verified
Status Active

Why it's here

Surfaced by the GraphRAG comparison search; the snippet repeats the higher build cost and latency framing with a pro-graph verdict. Low-value aggregator-style guide; logged for completeness, not relied on.

Changelog

Date Change
2026-10-18 Logged as consulted-but-not-analyzed.