migrate article embeddings to support multi-model architecture and enhance data integrity

config.json

@@ -43,7 +43,7 @@
     "googleNews": "0 * * * *"
   },
   "contentBackfill": {
-    "concurrency": 10,
+    "concurrency": 100,
     "perSource": 50
   },
   "browser": {

src/ingest.js

@@ -1,6 +1,5 @@
 const db = require('./db');
 const { normalizeTitle } = require('./dedup');
-const { fetchAndStoreContent } = require('./content');
 const { markSourceRun } = require('./state');
 
 const insertArticle = db.prepare(`
@@ -95,7 +94,10 @@ function ingestArticle(article) {
       ingestedAt
     );
 
-    fetchAndStoreContent(result.lastInsertRowid, url, title, description);
+    // dont kick off the content fetch here — it used to be fire-and-forget which
+    // pinned thousands of pending render promises in memory during big gdelt
+    // backfills. the runContentLoop polls for pending rows and handles them
+    // with proper concurrency limits
 
     return { inserted: true, id: result.lastInsertRowid };
   } catch (error) {

src/scheduler.js

@@ -28,7 +28,22 @@ async function runAllIngestions() {
   const results = [];
 
   results.push(await runSource('rss', fetchRssArticles));
-  results.push(await runSource('gdelt', fetchGdeltArticles));
+
+  // gdelt streams via callback so we dont accumulate every article in memory
+  let gdeltInserted = 0;
+  let gdeltTotal = 0;
+  try {
+    await fetchGdeltArticles(async (articles) => {
+      const result = await ingestBatch("gdelt", articles);
+      gdeltInserted += result.inserted;
+      gdeltTotal += result.total;
+    });
+    results.push({ source: "gdelt", inserted: gdeltInserted, total: gdeltTotal });
+  } catch (error) {
+    console.error("gdelt ingestion failed:", error);
+    results.push({ source: "gdelt", inserted: gdeltInserted, total: gdeltTotal, error: error.message });
+  }
+
   results.push(await runSource('edgar', fetchEdgarArticles));
   results.push(await runSource('alphavantage', fetchAlphaVantageArticles));
   results.push(await runSource('finnhub', fetchFinnhubArticles));
@@ -61,14 +76,15 @@ function startScheduler() {
         continue;
       }
 
-      const isBigQuery = String(config.gdelt?.source || 'api').toLowerCase() === 'bigquery';
 
-      if (isBigQuery) {
+      // both api and bigquery paths now stream per-window so we never hold the full
+      // result set across all sources × 52 weeks in memory at once
+      try {
         await fetchGdeltArticles(async (articles) => {
-          await ingestBatch('gdelt', articles);
+          await ingestBatch("gdelt", articles);
         });
-      } else {
-        await runSource('gdelt', fetchGdeltArticles);
+      } catch (error) {
+        console.error("gdelt ingestion failed:", error);
       }
     }
   };

src/sources/gdelt.js

@@ -203,8 +203,12 @@ async function fetchGdeltArticlesBigQuery(onWindow) {
   return allArticles;
 }
 
-async function fetchGdeltArticles() {
-  const articles = [];
+async function fetchGdeltArticles(onWindow) {
+  // when onWindow is provided we stream per-window and never hold the full set in memory.
+  // the legacy non-streaming caller still gets an array back, but only for tiny one-shot
+  // runs — anything that loops over many sources should be using the callback path
+  const articles = onWindow ? null : [];
+
   const windows = buildWeeklyWindows();
   const requestDelayMs = Math.max(0, Number(config.gdelt?.requestDelayMs) || 5500);
   const maxWindowsPerRun = Number(config.gdelt?.maxWindowsPerRun) || 0;
@@ -223,9 +227,16 @@ async function fetchGdeltArticles() {
 
       try {
         const windowArticles = await fetchWindow(source, window);
-        articles.push(...windowArticles);
         markWindowCompleted(source.id, window);
         windowsFetched += 1;
+
+        if (onWindow) {
+          if (windowArticles.length > 0) {
+            await onWindow(windowArticles);
+          }
+        } else {
+          articles.push(...windowArticles);
+        }
       } catch (error) {
         if (error && error.status === 429) {
           console.warn(`GDELT window rate-limited for ${source.id} ${window.startKey}-${window.endKey}`);
@@ -246,7 +257,7 @@ async function fetchGdeltArticles() {
     }
   }
 
-  return articles;
+  return articles || [];
 }
 
 function hasPendingWindows() {
@@ -266,7 +277,7 @@ function fetchGdeltArticlesRouted(onWindow) {
   if (source === 'bigquery') {
     return fetchGdeltArticlesBigQuery(onWindow);
   }
-  return fetchGdeltArticles();
+  return fetchGdeltArticles(onWindow);
 }
 
 module.exports = {