Update

example-notebooks/batch-notebook.ipynb

@@ -365,6 +365,27 @@
     "df.sample(20)[\"content\"].values"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def pinecone_save_article(article:dict):\n",
+    "    logger.info(\"Saving article to Pinecone\")\n",
+    "    index = get_index()\n",
+    "\n",
+    "    # Expected Keys from Pinecone *MUST* include 'id' and 'values'\n",
+    "    article[\"id\"] = article[\"article_id\"]\n",
+    "    article[\"values\"] = vectorize(article[\"content\"])\n",
+    "    \n",
+    "    namespace = f\"IngestRSS-Articles\"\n",
+    "    \n",
+    "    logger.info(\"Upserting article to Pinecone\")\n",
+    "    upsert_vectors(index, [article], namespace)\n",
+    "    logger.info(f\"Successfully upserted article w/ article-id: {article[\"article_id\"]} to Pinecone index {index.name} with namespace {namespace}\")"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,