docs: update README.md and suppress TensorFlow.js warnings
Enhanced the installation section with guidance on resolving TensorFlow.js dependency conflicts using `--legacy-peer-deps`. Added CLI autocomplete setup instructions to improve user experience. Suppressed specific TensorFlow.js Node.js backend warnings in the embedding utils. Updated dependencies to the latest versions.
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5 changed files with 345 additions and 193 deletions
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@ -89,6 +89,18 @@ export class UniversalSentenceEncoder implements EmbeddingModel {
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*/
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public async init(): Promise<void> {
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try {
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// Save original console.warn
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const originalWarn = console.warn
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// Override console.warn to suppress TensorFlow.js Node.js backend message
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console.warn = function(message?: any, ...optionalParams: any[]) {
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if (message && typeof message === 'string' &&
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message.includes('Hi, looks like you are running TensorFlow.js in Node.js')) {
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return // Suppress the specific warning
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}
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originalWarn(message, ...optionalParams)
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}
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// Dynamically import TensorFlow.js and Universal Sentence Encoder
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// Use type assertions to tell TypeScript these modules exist
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this.tf = await import('@tensorflow/tfjs')
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@ -97,6 +109,9 @@ export class UniversalSentenceEncoder implements EmbeddingModel {
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// Load the model
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this.model = await this.use.load()
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this.initialized = true
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// Restore original console.warn
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console.warn = originalWarn
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} catch (error) {
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console.error('Failed to initialize Universal Sentence Encoder:', error)
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throw new Error(
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