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LOCOMO benchmark

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Sep 26, 2026 · Artificial Intelligence

Graphify: One-Command Knowledge Graphs for AI Coding Assistants (120k Stars)

Graphify builds queryable knowledge graphs from codebases using local tree-sitter parsing for code and LLMs for docs, enabling AI assistants to traverse real code relationships via query, path, and explain commands, with benchmark results showing 0.497 recall@10 on LOCOMO versus 0.048 for mem0.

AI coding assistantLOCOMO benchmarkTree-Sitter

0 likes · 9 min read

Graphify: One-Command Knowledge Graphs for AI Coding Assistants (120k Stars)

Machine Heart

Sep 14, 2026 · Artificial Intelligence

T-Mem: Teaching AI Associative Recall Beyond Similarity Search

Tencent's T-Mem introduces associative recall for LLM agents by pre-storing trigger cues during memory writing, enabling retrieval via semantic associations rather than surface similarity, achieving SOTA on LoCoMo and LoCoMo-Plus benchmarks with minimal performance drop on associative tasks.

EMNLP 2026LLM agentsLOCOMO benchmark

0 likes · 13 min read