Replaces the old LLM-training inline data module with a proper interactive training platform for annual employee onboarding and customer education. Content (236 KB of structured training data): - 5 categories: Standards, Form Factors, Switches & Compatibility, Fiber & Infrastructure, Testing & Buying - 22 detailed lessons with bilingual content (EN + DE) - 74 quiz questions with explanations in both languages - Lesson types: beginner / intermediate / advanced - Content blocks: paragraphs, tables, callouts, code blocks, formulas, lists API route (GET /api/training/*): - /categories — all 5 categories with lesson/quiz counts - /lessons?category= — lesson metadata for category - /lessons/:id — full lesson content (sections + blocks) - /quiz?lesson=&category= — quiz questions with bilingual answers - /stats — aggregate stats - Public route (no auth token required) Dashboard (Transceiver Academy UI): - Language toggle EN/DE (persisted in localStorage) - Category selector tabs with lesson counts - Lesson cards with level badge, summary, duration, completion indicator - Full lesson viewer: renders all block types with bilingual support - Per-lesson quiz and per-category quiz - Question-by-question quiz engine with auto-advance, dots progress indicator - Results screen with grade (A-F), wrong answers + explanations - Progress tracking in localStorage, global progress bar - Reset progress button
transceiver-db
🚀 Live Demo — Try it in your browser, no installation needed.
Open-source optical transceiver database for network engineers, tooling developers, and infrastructure automation.
159 products. 42 IEEE/MSA standards. 16 form factors. 9 speed tiers.
From 1G SFP to 800G OSFP. Zero dependencies.
Why?
🚀 Live Demo — Try it in your browser, no installation needed.
No open-source transceiver database existed. Network engineers, inventory systems, and automation tools had to maintain their own fragmented lists. Now there is a single, typed, searchable source of truth.
Install
npm install transceiver-db
Quick Start
import { searchTransceivers, getBySpeed, getStandard } from 'transceiver-db';
// Search by any keyword
const results = searchTransceivers('100G LR');
console.log(results.map(t => `${t.standard} (${t.formFactor}) - ${t.reachLabel}`));
// Filter by speed
const optics400g = getBySpeed('400G');
console.log(`Found ${optics400g.length} 400G transceivers`);
// Look up an IEEE standard
const standard = getStandard('400GBASE-DR4');
console.log(standard?.notes); // "4x100G parallel SMF. THE key 400G data center optic."
API Reference
Transceivers
import {
transceivers, // All 159 transceivers (readonly array)
searchTransceivers, // Full-text search across all fields
getByFormFactor, // Filter by form factor ("SFP+", "QSFP-DD", etc.)
getBySpeed, // Filter by speed tier ("10G", "100G", "400G", etc.)
getByReach, // Filter by minimum reach in meters
getByCategory, // Filter by category ("DataCenter", "Coherent", etc.)
getById, // Get single transceiver by ID
} from 'transceiver-db';
Standards
import {
standards, // All 42 IEEE/MSA standards
getStandard, // Find by exact or partial name
searchStandards, // Search by keyword
} from 'transceiver-db';
Competitors
import {
competitors, // 12 major vendors (Cisco, Juniper, Arista, etc.)
getCompetitor, // Find by name
} from 'transceiver-db';
Breakout Cables
import { breakouts } from 'transceiver-db'; // 11 breakout configurations
Types
import type {
Transceiver,
Standard,
Competitor,
Breakout,
FormFactor, // "SFP" | "SFP+" | "QSFP-DD" | "OSFP" | ...
FiberType, // "MMF" | "SMF" | "Copper" | "N/A"
ConnectorType, // "LC" | "MPO-12" | "MPO-16" | "RJ45" | ...
ProductCategory, // "DataCenter" | "Metro" | "Coherent" | "DAC" | ...
PriceTier, // "Budget" | "Standard" | "Premium"
MarketStatus, // "Mainstream" | "Growth" | "Emerging" | "Legacy"
} from 'transceiver-db';
Coverage
| Speed | Products | Form Factors |
|---|---|---|
| 1G | 9 | GBIC, SFP |
| 10G | 13 | XFP, SFP+ |
| 25G | 6 | SFP28 |
| 40G | 4 | QSFP+ |
| 50G | 2 | SFP56 |
| 100G | 20 | QSFP28, CFP, CFP2, CFP4, CXP |
| 200G | 4 | QSFP56 |
| 400G | 18 | QSFP-DD, OSFP, CFP2-DCO |
| 800G | 5 | OSFP |
| DAC | 6 | SFP+ to OSFP |
| AOC | 3 | SFP+ to QSFP-DD |
Each transceiver includes: standard, form factor, speed, reach, fiber type, wavelengths, connector, power consumption, temperature range, vendor compatibility patterns, use case description, and tags.
Data Sources
All data comes from publicly available sources:
- IEEE 802.3 standards (802.3z, 802.3ae, 802.3ba, 802.3bs, 802.3cd, 802.3cu, 802.3cm, 802.3df, etc.)
- OIF standards (400ZR, 800ZR)
- Multi-Source Agreements (100G CWDM4 MSA, 100G PSM4 MSA, 100G Lambda MSA, OpenZR+)
- Vendor datasheets and public documentation
Flexoptix Catalog Import
Private TIP deployments can import the normalized Flexoptix shop catalog produced by Magatama/Pulso:
npm run flexoptix:catalog:import -- --dry-run
TIP_DB_PASS=... npm run flexoptix:catalog:import
See docs/FLEXOPTIX_CATALOG_IMPORT.md for the full producer/import workflow and safety rules.
Contributing
Contributions welcome. To add a new transceiver:
- Fork the repo
- Add the entry to
src/database.tsfollowing the existing format - Include all required fields from the
Transceivertype - Add relevant vendor compatibility patterns
- Submit a PR with a description of what you added
To add a new standard, update src/standards.ts.
License
MIT