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You can load any XML file from your local file system or through a URL. Headers are included for each line, so if you have an age column, 18 will be added as age: 18.

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Install XML addon

npm install @llm-tools/embedjs-loader-xml

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Usage

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Load from a local file

import { RAGApplicationBuilder } from '@llm-tools/embedjs';
import { OpenAiEmbeddings } from '@llm-tools/embedjs-openai';
import { HNSWDb } from '@llm-tools/embedjs-hnswlib';
import { XmlLoader } from '@llm-tools/embedjs-loader-csv';

const app = await new RAGApplicationBuilder()
.setModel(SIMPLE_MODELS.OPENAI_GPT4_O)
.setEmbeddingModel(new OpenAiEmbeddings())
.setVectorDatabase(new HNSWDb())
.build();

app.addLoader(new XmlLoader({ filePathOrUrl: '/path/to/file.xml' }))

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Load from URL

import { RAGApplicationBuilder } from '@llm-tools/embedjs';
import { OpenAiEmbeddings } from '@llm-tools/embedjs-openai';
import { HNSWDb } from '@llm-tools/embedjs-hnswlib';
import { XmlLoader } from '@llm-tools/embedjs-loader-csv';

const app = await new RAGApplicationBuilder()
.setModel(SIMPLE_MODELS.OPENAI_GPT4_O)
.setEmbeddingModel(new OpenAiEmbeddings())
.setVectorDatabase(new HNSWDb())
.build();

app.addLoader(new XmlLoader({ filePathOrUrl: 'https://www.w3schools.com/xml/plant_catalog.xml' }))
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