feat(analytics): implement NER tagging & entity filtering for news article (#455)#485
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Cedarich merged 2 commits intoPulsefy:mainfrom Mar 28, 2026
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…ticles (Pulsefy#455) - Add NERService in src/analytics/ner_service.py using spaCy with crypto-domain entity ruler patterns and graceful blank-pipeline fallback - Add detected_entities JSON column to Article model and Alembic migration 002 - Auto-tag articles with detected entities on save in PostgresService - Add entity= filter support to get_recent_articles() - Add GET /news?entity=Soroban API endpoint with asset and time window filters - Add unit tests for NER extraction and integration test for entity persistence and filtering - Add spacy>=3.7.0 to requirements.txt
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@Cedarich please, review. |
Cedarich
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Mar 28, 2026
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Summary
Implements Named Entity Recognition (NER) for automatic tagging of news articles with detected entities (projects, people, assets) and adds API filtering by entity to enable ecosystem-specific news discovery.
Key Features:
NERServiceusing spaCy with crypto-domain entity ruler patternsdetected_entitiesJSON column added to Article modelPostgresService?entity=Soroban)Linked Issue
Closes #455
Type of Change
Validation
Test Results:
Documentation
Note: This is a backend-only change; documentation for the new
?entityfilter is available in API endpoint descriptions.Files Added/Modified
apps/data-processing/src/analytics/ner_service.pyapps/data-processing/alembic/versions/002_add_detected_entities_to_articles.pydetected_entitiesJSON columnapps/data-processing/tests/test_ner_service.pyapps/data-processing/src/db/models.pydetected_entitiesfield to Articleapps/data-processing/src/db/postgres_service.pyapps/data-processing/src/api/server.py?entityquery parameter to/newsendpointapps/data-processing/requirements.txtspacy>=3.7.0API Usage
Checklist
feat/,fix/, ordocs/Closes #455