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v1.4.14

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@cagostino cagostino released this 04 Apr 12:52
· 146 commits to main since this release
  • Add Sememolution population-based KG evolution module (kg_population.py) with GeneticEvolver integration, Poisson-sampled search traversal, per-individual graph state, crossover with graph merging, and LLM-judged response ranking
  • Add memory extraction pipeline and sememolution documentation to knowledge-graphs guide
  • Add MLX Apple Silicon documentation to fine-tuning guide
  • Add KG, memory, sememolution, and fine-tuning examples to README
  • Remove dead shell=True subprocess fallback in _tool_web_search (closes #207)
  • Fix _tool_file_search to use list-form subprocess without shell=True