Architecture/Deep/Data Pipeline

🔄

Data Pipeline Architecture

6-stage pipeline for CVE data aggregation and enrichment

Pipeline Stages

STAGE 1

📥

Ingest

User input, presets

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STAGE 2

🔍

Query

Parallel API requests

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STAGE 3

✨

Enrich

Add CISA KEV, EPSS

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STAGE 4

🔗

Correlate

Link CVEs to packages

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STAGE 5

📊

Score

Calculate confidence

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STAGE 6

🎨

Render

Display with charts

External Data Sources

Source	Endpoint	Format	Auth
NVD	services.nvd.nist.gov	JSON REST	API key optional
CISA KEV	cisa.gov	JSON file	No auth
GitHub	api.github.com	GraphQL	Token optional
OSV	osv.dev/v1	JSON REST	No auth

⚡ Performance Specs

4

Concurrent Requests

5 req/30s

NVD Rate Limit

5 min

Cache TTL

10s/source

Timeout

View Pipeline in Action →