20 lines
706 B
TypeScript
20 lines
706 B
TypeScript
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#!/usr/bin/env node
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/**
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* 🧠 Pre-compute Pattern Embeddings Script
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*
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* This script pre-computes embeddings for all patterns and saves them to disk.
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* Run this once after adding new patterns to avoid runtime embedding costs.
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*
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* How it works:
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* 1. Load all patterns from library.json
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* 2. Use Brainy's embedding model to encode each pattern's examples
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* 3. Average the example embeddings to get a robust pattern representation
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* 4. Save embeddings to patterns/embeddings.bin for instant loading
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*
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* Benefits:
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* - Pattern matching becomes pure math (cosine similarity)
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* - No embedding model calls during query processing
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* - Patterns load instantly with pre-computed vectors
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*/
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export {};
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