d405b4feed
* Fix main-methods.py: entities is a dict, use .items() and .canonical_name * Migrate docs to use CodeSnippet components - Convert quickstart.md, retain.md, recall.md, reflect.md, memory-banks.md to .mdx - Use CodeSnippet to pull code from validated example scripts - Add missing 'name' parameter to create_bank calls - Fix main-methods.py entities iteration (dict not list) - Remove retain-new.mdx demo file * Migrate existing docs to match testing pattern with code snippet and add CLI tests to the CI * Fix doc-id issue + add main-method tests * CLI fixes * Update openAPI json * Fix rust build issues * increase sleep time for Hindsight to process the document * Added a polling sleep instead of fixed * Delete immediately fails, so create the doc a earlier in the test to get the doc ready * Add debug logs * Remove debug logs
99 lines
3.5 KiB
JavaScript
99 lines
3.5 KiB
JavaScript
#!/usr/bin/env node
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/**
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* Opinions API examples for Hindsight (Node.js)
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* Run: node examples/api/opinions.mjs
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*/
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import { HindsightClient } from '@vectorize-io/hindsight-client';
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const HINDSIGHT_URL = process.env.HINDSIGHT_API_URL || 'http://localhost:8888';
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// =============================================================================
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// Setup (not shown in docs)
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// =============================================================================
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const client = new HindsightClient({ baseUrl: HINDSIGHT_URL });
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// Seed some data about programming languages
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await client.retain('my-bank', 'Python is widely used for data science and machine learning');
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await client.retain('my-bank', 'Functional programming emphasizes immutability and pure functions');
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await client.retain('my-bank', 'Rust has better memory safety than C++');
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await client.retain('my-bank', 'C++ has a larger ecosystem and more libraries');
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// =============================================================================
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// Doc Examples
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// =============================================================================
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// [docs:opinion-form]
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// Ask a question - the system may form opinions based on stored facts
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const answer = await client.reflect('my-bank', 'What do you think about functional programming?');
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console.log(answer.text);
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// [/docs:opinion-form]
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// [docs:opinion-search]
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// Search for facts about a topic
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const results = await client.recall('my-bank', 'programming languages');
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for (const result of results.results) {
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console.log(`- ${result.text}`);
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}
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// [/docs:opinion-search]
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// [docs:opinion-disposition]
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// Create two memory banks with different dispositions
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await client.createBank('open-minded', {
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name: 'Open Minded',
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disposition: { skepticism: 2, literalism: 2, empathy: 4 }
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});
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await client.createBank('conservative', {
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name: 'Conservative',
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disposition: { skepticism: 5, literalism: 5, empathy: 2 }
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});
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// Store the same facts to both
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const facts = [
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'Rust has better memory safety than C++',
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'C++ has a larger ecosystem and more libraries',
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'Rust compile times are longer than C++'
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];
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for (const fact of facts) {
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await client.retain('open-minded', fact);
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await client.retain('conservative', fact);
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}
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// Ask both the same question - different dispositions lead to different responses
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const q = 'Should we rewrite our C++ codebase in Rust?';
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const answer1 = await client.reflect('open-minded', q);
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console.log('Open-minded response:', answer1.text.slice(0, 100), '...');
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const answer2 = await client.reflect('conservative', q);
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console.log('Conservative response:', answer2.text.slice(0, 100), '...');
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// [/docs:opinion-disposition]
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// [docs:opinion-in-reflect]
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const reflectAnswer = await client.reflect('my-bank', 'What language should I learn?');
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console.log('Response:', reflectAnswer.text);
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// See which facts influenced the response
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if (reflectAnswer.based_on) {
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console.log('\nBased on these facts:');
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for (const fact of reflectAnswer.based_on) {
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console.log(` - ${fact.text}`);
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}
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}
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// [/docs:opinion-in-reflect]
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// =============================================================================
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// Cleanup (not shown in docs)
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// =============================================================================
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await fetch(`${HINDSIGHT_URL}/v1/default/banks/my-bank`, { method: 'DELETE' });
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await fetch(`${HINDSIGHT_URL}/v1/default/banks/open-minded`, { method: 'DELETE' });
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await fetch(`${HINDSIGHT_URL}/v1/default/banks/conservative`, { method: 'DELETE' });
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console.log('opinions.mjs: All examples passed');
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