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https://github.com/catlog22/Claude-Code-Workflow.git
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feat: Implement adaptive RRF weights and query intent detection
- Added integration tests for adaptive RRF weights in hybrid search. - Enhanced query intent detection with new classifications: keyword, semantic, and mixed. - Introduced symbol boosting in search results based on explicit symbol matches. - Implemented embedding-based reranking with configurable options. - Added global symbol index for efficient symbol lookups across projects. - Improved file deletion handling on Windows to avoid permission errors. - Updated chunk configuration to increase overlap for better context. - Modified package.json test script to target specific test files. - Created comprehensive writing style guidelines for documentation. - Added TypeScript tests for query intent detection and adaptive weights. - Established performance benchmarks for global symbol indexing.
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71
ccw/tests/smart-search.test.ts
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71
ccw/tests/smart-search.test.ts
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/**
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* TypeScript parity tests for query intent detection + adaptive RRF weights.
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*
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* Notes:
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* - These tests target the runtime implementation shipped in `ccw/dist`.
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* - Keep logic aligned with Python: `codex-lens/src/codexlens/search/ranking.py`.
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*/
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import { before, describe, it } from 'node:test';
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import assert from 'node:assert';
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const smartSearchPath = new URL('../dist/tools/smart-search.js', import.meta.url).href;
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describe('Smart Search (TS) - Query Intent + RRF Weights', async () => {
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// eslint-disable-next-line @typescript-eslint/no-explicit-any
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let smartSearchModule: any;
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before(async () => {
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try {
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smartSearchModule = await import(smartSearchPath);
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} catch (err: any) {
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// Keep tests non-blocking for environments that haven't built `ccw/dist` yet.
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console.log('Note: smart-search module import skipped:', err?.message ?? String(err));
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}
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});
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describe('detectQueryIntent parity (10 cases)', () => {
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const cases: Array<[string, 'keyword' | 'semantic' | 'mixed']> = [
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['def authenticate', 'keyword'],
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['MyClass', 'keyword'],
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['user_id', 'keyword'],
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['UserService::authenticate', 'keyword'],
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['ptr->next', 'keyword'],
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['how to handle user login', 'semantic'],
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['what is authentication?', 'semantic'],
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['where is this used?', 'semantic'],
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['why does FooBar crash?', 'mixed'],
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['how to use user_id in query', 'mixed'],
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];
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for (const [query, expected] of cases) {
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it(`classifies ${JSON.stringify(query)} as ${expected}`, () => {
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if (!smartSearchModule) return;
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assert.strictEqual(smartSearchModule.detectQueryIntent(query), expected);
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});
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}
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});
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describe('adaptive weights (Python parity thresholds)', () => {
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it('uses exact-heavy weights for code-like queries (exact > 0.4)', () => {
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if (!smartSearchModule) return;
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const weights = smartSearchModule.getRRFWeights('def authenticate', {
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exact: 0.3,
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fuzzy: 0.1,
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vector: 0.6,
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});
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assert.ok(weights.exact > 0.4);
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});
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it('uses vector-heavy weights for NL queries (vector > 0.6)', () => {
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if (!smartSearchModule) return;
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const weights = smartSearchModule.getRRFWeights('how to handle user login', {
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exact: 0.3,
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fuzzy: 0.1,
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vector: 0.6,
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});
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assert.ok(weights.vector > 0.6);
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});
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});
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});
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