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Fractal Semantic Encoding Rust Implementation

This repository contains a Rust implementation of Fractal Semantic Encoding, or FSE. The current goal of the project is to build a correct and measurable FSE query engine that can compete against conventional exact range-query baselines.

Current implementation focus

The implementation is currently focused on:

  • preserving exact query correctness
  • validating reconstruction against original points
  • keeping query execution staged and measurable
  • comparing FSE against exact baselines
  • making serial and parallel retained-leaf execution selectable
  • keeping benchmark output compact by default
  • keeping detailed workload output behind debug/report flags

The active query execution pipeline is:

Stage I: geometric traversal
Stage II: deferred reconstruction
Stage III: exact evaluation
Final: deterministic merge

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