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Models2026-07-20 · source-backed
arXiv 2607.11683 splits GraphRAG into separate entity-extraction and consolidation stages using DBSCAN-backed deduplication, LLM summarization and Leiden community detection instead of a single pass. Meno-Lite-0.1 (7B) exceeds Qwen2.5-32B by +12.5% relative harmonic mean on KG construction while matching it on English GraphRAG, and hits 0.84 evidence recall on GraphRAG-Bench Medical versus HippoRAG2's ≤0.76. Runs on one GPU, installs via pip. Directly usable GraphRAG results are rare enough that I'm going to try this one.
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Simon Willison released LLM / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover Directly, LLM; overlapping topics (beat, directly).
Simon Willison released LLM / Shared entity: LLM / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-19.
Simon Willison released LLM / Shared entity: GPU / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover GPU; earlier GPU coverage from 2026-04-23.
Simon Willison released LLM / Shared entity: Lite / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover Lite; earlier Lite coverage from 2026-03-17.
Simon Willison released LLM / Shared entity: LLM / Earlier coverage
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-19.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-07-19.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-07-14.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-22.