Rene Fichtmueller 9db0335229 feat: wire finder.ts + switch-docs + Ollama LLM tools to MCP server
MCP Server (packages/mcp-server/src/index.ts):
- Register registerSwitchDocTools (switch-docs.ts) — switch documentation lookup
- Register finderTools dynamically (finder.ts) — find_flexoptix_for_switch, get_competitor_alerts
- Add analyze_market_with_llm tool: qwen2.5:14b via Ollama, enriched with live hype cycle + pricing + news
- Add generate_blog_post tool: fo-blog-v5 (fine-tuned) with qwen2.5:14b fallback, enriched with live pricing data
- OLLAMA_BASE_URL env var (default: https://ollama.fichtmueller.org)

Also includes scraper improvements (ascentoptics, atgbics, gbics, skylane, ebay-enricher),
API route updates (blog, blog-sll, health, hot-topics, transceivers, queries),
and dashboard hot-topics refresh.
2026-04-18 00:21:58 +02:00

197 lines
7.8 KiB
TypeScript

import { Router, Request, Response } from "express";
import { searchTransceivers, getTransceiverById } from "../db/queries";
import { pool } from "../db/client";
export const transceiverRouter = Router();
// GET /api/transceivers — Search/list transceivers
transceiverRouter.get("/", async (req: Request, res: Response) => {
try {
const q = (p: string) => req.query[p] ? String(req.query[p]) : undefined;
const result = await searchTransceivers({
q: q("q"),
form_factor: q("form_factor"),
speed: q("speed"),
speed_gbps: q("speed_gbps") ? parseFloat(q("speed_gbps")!) : undefined,
category: q("category"),
fiber_type: q("fiber_type"),
reach_min: q("reach_min") ? parseInt(q("reach_min")!) : undefined,
reach_max: q("reach_max") ? parseInt(q("reach_max")!) : undefined,
wdm_type: q("wdm_type"),
coherent: q("coherent") === "true" ? true : q("coherent") === "false" ? false : undefined,
market_status: q("market_status"),
vendor: q("vendor"),
verified: q("verified") as "price" | "image" | "details" | "full" | undefined,
limit: q("limit") ? parseInt(q("limit")!) : 50,
offset: q("offset") ? parseInt(q("offset")!) : 0,
});
res.json({ success: true, ...result });
} catch (err) {
console.error("Search transceivers error:", err);
res.status(500).json({ success: false, error: "Internal server error" });
}
});
// GET /api/transceivers/:id — Get single transceiver with latest prices per vendor
transceiverRouter.get("/:id", async (req: Request, res: Response) => {
try {
const transceiver = await getTransceiverById(String(req.params.id));
if (!transceiver) {
res.status(404).json({ success: false, error: "Transceiver not found" });
return;
}
// Latest price per source vendor — last 30 days, exclude anomalous prices
const pricesResult = await pool.query(
`SELECT DISTINCT ON (po.source_vendor_id)
po.price, po.currency, po.url, po.time, po.stock_level, po.is_verified,
v.name AS vendor_name, v.type AS vendor_type, v.website AS vendor_website
FROM price_observations po
JOIN vendors v ON po.source_vendor_id = v.id
WHERE po.transceiver_id = $1
AND po.time > NOW() - INTERVAL '30 days'
AND COALESCE(po.is_anomalous, false) = false
ORDER BY po.source_vendor_id, po.time DESC`,
[transceiver.id]
);
// Flag: price is only "verified" if observed within 7 days with real URL
const sevenDaysAgo = new Date(Date.now() - 7 * 24 * 60 * 60 * 1000);
const prices = pricesResult.rows.map((row) => ({
vendor_name: row.vendor_name,
vendor_type: row.vendor_type,
vendor_website: row.vendor_website,
price: parseFloat(row.price),
currency: row.currency,
url: row.url,
stock_level: row.stock_level,
observed_at: row.time,
is_verified: !!(row.url && new Date(row.time) > sevenDaysAgo),
is_same_product: true,
}));
// Market comparison: technically equivalent products from other vendors
// Same form_factor + speed_gbps + reach within 20% tolerance, different vendor
// Only real scraped prices (url IS NOT NULL), last 30 days, max 1 per source vendor
const comparableResult = await pool.query(
`SELECT DISTINCT ON (po.source_vendor_id)
po.price, po.currency, po.url, po.time,
sv.name AS vendor_name, sv.type AS vendor_type,
t2.part_number, t2.standard_name, t2.id AS comparable_id
FROM transceivers t1
JOIN transceivers t2 ON (
t2.form_factor = t1.form_factor
AND t2.speed_gbps = t1.speed_gbps
AND (
t1.reach_meters IS NULL OR t1.reach_meters = 0
OR t2.reach_meters IS NULL OR t2.reach_meters = 0
OR ABS(t2.reach_meters - t1.reach_meters) <= GREATEST(t1.reach_meters, 1) * 0.25
)
AND t2.id != t1.id
)
JOIN price_observations po ON po.transceiver_id = t2.id
JOIN vendors sv ON po.source_vendor_id = sv.id
WHERE t1.id = $1
AND po.time > NOW() - INTERVAL '30 days'
AND po.price > 0
AND po.url IS NOT NULL
AND COALESCE(po.is_anomalous, false) = false
-- Exclude vendors that already appear in direct prices
AND sv.id NOT IN (
SELECT source_vendor_id FROM price_observations
WHERE transceiver_id = $1 AND time > NOW() - INTERVAL '30 days'
)
ORDER BY po.source_vendor_id, po.time DESC
LIMIT 10`,
[transceiver.id]
);
const comparablePrices = comparableResult.rows.map((row) => ({
vendor_name: row.vendor_name,
vendor_type: row.vendor_type,
price: parseFloat(row.price),
currency: row.currency,
url: row.url,
observed_at: row.time,
is_verified: !!(row.url && new Date(row.time) > sevenDaysAgo),
is_same_product: false, // different SKU, same spec class
comparable_part: row.part_number || row.standard_name,
comparable_id: row.comparable_id,
}));
const allPrices = [...prices, ...comparablePrices];
// Price anomaly detection: flag if max/min ratio > 10x (same-product prices only)
const samePricesEur = allPrices
.filter((p) => p.is_same_product && p.price > 0)
.map((p) => {
// Normalize to EUR for comparison
if (p.currency === "EUR") return p.price;
if (p.currency === "USD") return p.price * 0.92;
if (p.currency === "GBP") return p.price * 1.17;
return p.price;
});
let priceAnomaly: { ratio: number; min_eur: number; max_eur: number } | null = null;
if (samePricesEur.length >= 2) {
const minEur = Math.min(...samePricesEur);
const maxEur = Math.max(...samePricesEur);
const ratio = minEur > 0 ? Math.round((maxEur / minEur) * 10) / 10 : 0;
if (ratio >= 10) {
priceAnomaly = { ratio, min_eur: Math.round(minEur * 100) / 100, max_eur: Math.round(maxEur * 100) / 100 };
}
}
// Last time ANY competitor scraper looked at this transceiver (regardless of result)
const lastScanResult = await pool.query(
`SELECT MAX(po.time) AS last_scan
FROM price_observations po
JOIN vendors v ON po.source_vendor_id = v.id
WHERE po.transceiver_id = $1
AND v.is_competitor = true`,
[transceiver.id]
);
const lastCompetitorScan = lastScanResult.rows[0]?.last_scan ?? null;
// Has any competitor ever listed a price for this exact product?
const competitorHasProduct = prices.some(
(p) => p.vendor_type !== "flexoptix" && p.price > 0
);
res.json({
success: true,
data: {
...transceiver,
competitor_prices: allPrices,
price_anomaly: priceAnomaly,
last_competitor_scan: lastCompetitorScan,
competitor_has_product: competitorHasProduct,
},
});
} catch (err) {
console.error("Get transceiver error:", err);
res.status(500).json({ success: false, error: "Internal server error" });
}
});
// GET /api/transceivers/:id/compatibility — Compatible switches for a transceiver
transceiverRouter.get("/:id/compatibility", async (req: Request, res: Response) => {
try {
const result = await pool.query(
`SELECT sw.id, sw.model, sw.series, sw.category, sw.total_ports,
sw.max_speed_gbps, sw.switching_capacity_tbps, sw.lifecycle_status,
v.name as vendor_name, c.status, c.notes as compat_notes
FROM compatibility c
JOIN switches sw ON c.switch_id = sw.id
LEFT JOIN vendors v ON sw.vendor_id = v.id
WHERE c.transceiver_id::text = $1 AND c.status = 'compatible'
ORDER BY v.name, sw.model`,
[String(req.params.id)]
);
res.json({ success: true, data: result.rows });
} catch (err) {
console.error("Get transceiver compatibility error:", err);
res.status(500).json({ success: false, error: "Internal server error" });
}
});