https://np.reddit.com/r/javascript/comments/nad96f/txtai_30_released_machinelearning_workflows/gxuejd8/

• txtai.js

  11 139 4.9 JavaScript

  JavaScript client for txtai

  

• txtai

  356 6,990 9.3 Python

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  

import {Segmentation, Textractor, Summary, Transcription, Translation, Workflow} from "txtai"; /** * Example pipeline and workflow functionality. * * Uses files from txtai unit tests: https://github.com/neuml/txtai/releases/download/v2.0.0/tests.tar.gz */ const run = async () => { try { let service = "http://localhost:8000" let segment = new Segmentation(service); let sentences = "This is a test. And another test."; console.log("---- Segmented Text ----"); console.log(await segment.segment(sentences)); let textractor = new Textractor(service); let text = await textractor.textract("/tmp/txtai/article.pdf") console.log("\n---- Extracted Text ----"); console.log(text); let summary = new Summary(service); let summarytext = await summary.summary(text); console.log("\n---- Summary Text ----"); console.log(summarytext); let translate = new Translation(service); let translation = await translate.translate(summarytext, "es"); console.log("\n---- Summary Text in Spanish ----"); console.log(translation); let workflow = new Workflow(service); let output = await workflow.workflow("sumspanish", ["file:///tmp/txtai/article.pdf"]); console.log("\n---- Workflow [Extract Text->Summarize->Translate] ----"); console.log(output); let transcribe = new Transcription(service); let transcription = await transcribe.transcribe("/tmp/txtai/Make_huge_profits.wav") console.log("\n---- Transcribed Text ----"); console.log(transcription); } catch (e) { console.trace(e); } }; run();

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