embedding worker fix
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@@ -1,6 +1,6 @@
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{
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{
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"name": "@ztimson/ai-utils",
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"name": "@ztimson/ai-utils",
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"version": "0.6.7-rc.1",
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"version": "0.6.8",
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"description": "AI Utility library",
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"description": "AI Utility library",
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"author": "Zak Timson",
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"author": "Zak Timson",
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"license": "MIT",
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"license": "MIT",
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@@ -3,9 +3,9 @@ import { parentPort } from 'worker_threads';
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let embedder: any;
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let embedder: any;
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parentPort?.on('message', async ({ id, text, model, modelDir }) => {
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parentPort?.on('message', async ({text, model, modelDir }) => {
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if(!embedder) embedder = await pipeline('feature-extraction', 'Xenova/' + model, {quantized: true, cache_dir: modelDir});
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if(!embedder) embedder = await pipeline('feature-extraction', 'Xenova/' + model, {quantized: true, cache_dir: modelDir});
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const output = await embedder(text, { pooling: 'mean', normalize: true });
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const output = await embedder(text, { pooling: 'mean', normalize: true });
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const embedding = Array.from(output.data);
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const embedding = Array.from(output.data);
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parentPort?.postMessage({ id, embedding });
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parentPort?.postMessage({embedding});
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});
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});
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@@ -271,7 +271,7 @@ class LLM {
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worker.on('exit', (code) => {
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worker.on('exit', (code) => {
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if(code !== 0) reject(new Error(`Worker exited with code ${code}`));
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if(code !== 0) reject(new Error(`Worker exited with code ${code}`));
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});
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});
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worker.postMessage({text, model: this.ai.options?.embedder || 'bge-small-en-v1.5', path: this.ai.options.path});
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worker.postMessage({text, model: this.ai.options?.embedder || 'bge-small-en-v1.5', modelDir: this.ai.options.path});
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});
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});
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};
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};
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const chunks = this.chunk(target, maxTokens, overlapTokens);
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const chunks = this.chunk(target, maxTokens, overlapTokens);
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