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[JS] VLMPipeline implementation #3112
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Retribution98
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Retribution98:js_vlmpipeline
Dec 19, 2025
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[JS] VLMPipeline implementation
Retribution98 a819027
Lint fixes
Retribution98 5ca69c7
Update Node.js tests timeout for mac workflow
Retribution98 cfc0102
Skip VLM tests for mac workflow
Retribution98 b84a1c8
Update helpers
Retribution98 340ed96
Fix lint
Retribution98 643ee72
Update docs
Retribution98 566d2de
Apply suggestions from code review
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Update after code review
Retribution98 b104f1b
Remove unrequired console.log
Retribution98 0b5a83c
Fix comments in tests
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40 changes: 40 additions & 0 deletions
40
site/docs/use-cases/image-processing/_sections/_run_model/_code_example_js.mdx
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,40 @@ | ||
| import CodeBlock from '@theme/CodeBlock'; | ||
|
|
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| <CodeBlock language="javascript" showLineNumbers> | ||
| {`import { addon as ov } from "openvino-node"; | ||
| import { VLMPipeline } from "openvino-genai-node"; | ||
| import { stat, readdir } from "node:fs/promises"; | ||
| import sharp from "sharp"; | ||
| import path from "node:path"; | ||
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| async function readImage(imagePath) { | ||
| const img = sharp(imagePath); | ||
| const metadata = await img.metadata(); | ||
| const { width, height, channels } = metadata; | ||
| const imageBuffer = await img.raw().toBuffer(); | ||
| return new ov.Tensor(ov.element.u8, [height, width, channels], imageBuffer); | ||
| } | ||
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| async function readImages(imagePath) { | ||
| const stats = await stat(imagePath); | ||
| if (stats.isDirectory()) { | ||
| const files = await readdir(imagePath); | ||
| return Promise.all(files.sort().map((file) => readImage(path.join(imagePath, file)))); | ||
| } | ||
| return [await readImage(imagePath)]; | ||
| } | ||
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| const images = await readImages("./images"); | ||
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| const pipe = await VLMPipeline(modelPath, "${props.device || 'CPU'}"); | ||
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| const result = await pipe.generate(prompt, { | ||
| images, | ||
| generationConfig: { max_new_tokens: 100 }, | ||
| }); | ||
| console.log(result.texts[0]); | ||
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| // To input videos frames, use 'videos' option, frames tensor layout = [Frame, H, W, C] | ||
| // const result = await pipe.generate(prompt, { videos: [frames], generationConfig: { max_new_tokens: 100 } }); | ||
| `} | ||
| </CodeBlock> | ||
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