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// <complete_code>
// <imports>
import { FoundryLocalManager } from 'foundry-local-sdk';
import { readFileSync, readdirSync, statSync } from 'fs';
import { join, basename } from 'path';
// </imports>
async function summarizeFile(chatClient, filePath, systemPrompt) {
const content = readFileSync(filePath, 'utf-8');
const messages = [
{ role: 'system', content: systemPrompt },
{ role: 'user', content: content }
];
const response = await chatClient.completeChat(messages);
console.log(response.choices[0]?.message?.content);
}
async function summarizeDirectory(chatClient, directory, systemPrompt) {
const txtFiles = readdirSync(directory)
.filter(f => f.endsWith('.txt'))
.sort();
if (txtFiles.length === 0) {
console.log(`No .txt files found in ${directory}`);
return;
}
for (const fileName of txtFiles) {
console.log(`--- ${fileName} ---`);
await summarizeFile(chatClient, join(directory, fileName), systemPrompt);
console.log();
}
}
// <init>
// Initialize the Foundry Local SDK
const manager = FoundryLocalManager.create({
appName: 'foundry_local_samples',
logLevel: 'info'
});
// Download and register all execution providers.
let currentEp = '';
await manager.downloadAndRegisterEps((epName, percent) => {
if (epName !== currentEp) {
if (currentEp !== '') process.stdout.write('\n');
currentEp = epName;
}
process.stdout.write(`\r ${epName.padEnd(30)} ${percent.toFixed(1).padStart(5)}%`);
});
if (currentEp !== '') process.stdout.write('\n');
// Select and load a model from the catalog
const model = await manager.catalog.getModel('qwen2.5-0.5b');
await model.download((progress) => {
process.stdout.write(`\rDownloading model: ${progress.toFixed(2)}%`);
});
console.log('\nModel downloaded.');
await model.load();
console.log('Model loaded and ready.\n');
// Create a chat client
const chatClient = model.createChatClient();
// </init>
// <summarization>
const systemPrompt =
'Summarize the following document into concise bullet points. ' +
'Focus on the key points and main ideas.';
// <file_reading>
const target = process.argv[2] || 'document.txt';
// </file_reading>
try {
const stats = statSync(target);
if (stats.isDirectory()) {
await summarizeDirectory(chatClient, target, systemPrompt);
} else {
console.log(`--- ${basename(target)} ---`);
await summarizeFile(chatClient, target, systemPrompt);
}
} catch {
console.log(`--- ${basename(target)} ---`);
await summarizeFile(chatClient, target, systemPrompt);
}
// </summarization>
// Clean up
await model.unload();
console.log('\nModel unloaded. Done!');
// </complete_code>