PSFK Pipeline

📚 Library 📡 Feeds 📊 Trends 📋 Categories ⚙️ System
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Article Pipeline
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Stage 1
Pre-process
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Stage 2
Ingest
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Stage 3
Editorialize
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Stage 4
Categorize
📡 Pre-process from Scan Feeds + PreProcess folder
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Scans newsletter feeds, extracts and deduplicates stories, and stages URLs for processing.
📥 Ingest from Pre-categorized Feeds
— new articles in pre-categorized feeds
Process articles from pre-categorized Feedly boards (Case Study, Data Point, etc.) into the database.
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＋ Add Article by URL
Paste any article URL to add it to the pipeline. It will be parsed, classified, and queued for categorization.
🔬 Trends Workflow
📊 Open Trends Browser
30 days
Pattern Recognition: Generates vector embeddings, clusters articles by semantic similarity, and synthesizes trend reports via Gemini Pro.
Trend Association: Automatically links matching trends from Sector, Technology, and Audience tables during categorization.
🔗 Neo4j Graph Sync
Airtable → Neo4j: Reads from Neo4j-specific Airtable views, stamps graphId: "psfk", and runs the 6-step Cypher import (nodes → containment → relationships → entities → evidence).
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