Add TOE Vector Compression - 768× Compression for OpenAI Embeddings#257

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InfiniMatrix wants to merge 17 commits intopolterguy:masterfrom

InfiniMatrix:toe-enhanced-adapter-768x-compression

Commits on Nov 2, 2025

Add TOE Vector Compression - 768× Compression for OpenAI Embeddings
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CORRECTED: Fix P/Invoke signatures and Magic architecture integration
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FINAL CORRECTION: Direct usage pattern for OpenAI embeddings

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CRITICAL FIX: Remove fake services from HybridSearchSlot

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Fix nullable reference warnings in TOE slots

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Implement full hybrid vector search

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Add TOE-native intelligent search - Full AI unleashing

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Add TOE maximum capabilities - AI enhancement unleashed

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Add TOE ultimate search - 100% MAXIMUM POWER UNLEASHED

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Commits on Nov 3, 2025

CORRECTION: Phase 2 achieves 100% similarity preservation
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Commits on Nov 5, 2025

Commits on Nov 15, 2025

CRITICAL FIX: Update TOE binary paths for linux/ subdirectory structure

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