diff --git a/3.3 - Text - Download OCR Text.ipynb b/3.3 - Text - Download OCR Text.ipynb
index 2ddd44bce5495371027974fbb9671f1cae0f0130..ccc08aa9879f4069df54a60399b1140d8d78231b 100644
--- a/3.3 - Text - Download OCR Text.ipynb	
+++ b/3.3 - Text - Download OCR Text.ipynb	
@@ -1269,6 +1269,72 @@
    "source": [
     "Uh oh."
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Convert the ALTO-XML to TXT"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import alto_tools\n",
+    "\n",
+    "def alto_extract_text_lines(xml, xmlns):\n",
+    "    text_lines = []\n",
+    "    nsdict = {'alto': xmlns}\n",
+    "    for lines in xml.iterfind('.//alto:TextLine', nsdict):\n",
+    "        words = [line.attrib.get('CONTENT') for line in lines.findall('alto:String', nsdict)]\n",
+    "        text_lines.append(' '.join(words))\n",
+    "    return '\\n'.join(text_lines)\n",
+    "\n",
+    "def alto_to_text(raw_alto_text):\n",
+    "    alto, xml, xmlns = alto_tools.alto_parse(raw_alto_text)\n",
+    "    return alto_extract_text_lines(xml, xmlns)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "OSError",
+     "evalue": "Error reading file 'http://iiif.onb.ac.at/presentation/ANNO/apr18750223/resource/00000002.xml': failed to load HTTP resource",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
+      "\u001b[0;32m<ipython-input-31-163d551895d7>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0malto_to_text\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://iiif.onb.ac.at/presentation/ANNO/apr18750223/resource/00000002.xml'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[0;32m<ipython-input-30-bfbcde0cf185>\u001b[0m in \u001b[0;36malto_to_text\u001b[0;34m(raw_alto_text)\u001b[0m\n\u001b[1;32m     10\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0malto_to_text\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mraw_alto_text\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m     \u001b[0malto\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mxml\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mxmlns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0malto_tools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0malto_parse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mraw_alto_text\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     13\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0malto_extract_text_lines\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mxml\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mxmlns\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+      "\u001b[0;32m~/labs/pydays19/alto_tools.py\u001b[0m in \u001b[0;36malto_parse\u001b[0;34m(alto)\u001b[0m\n\u001b[1;32m     17\u001b[0m     \u001b[0;34m\"\"\" Convert ALTO xml file to element tree \"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     18\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 19\u001b[0;31m         \u001b[0mxml\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0metree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0malto\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     20\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0metree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mParseError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     21\u001b[0m         sys.stdout.write('\\nERROR: Failed parsing \"%s\" - '\n",
+      "\u001b[0;32msrc/lxml/etree.pyx\u001b[0m in \u001b[0;36mlxml.etree.parse\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._parseDocument\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._parseDocumentFromURL\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._parseDocFromFile\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._BaseParser._parseDocFromFile\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._ParserContext._handleParseResultDoc\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._handleParseResult\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;32msrc/lxml/parser.pxi\u001b[0m in \u001b[0;36mlxml.etree._raiseParseError\u001b[0;34m()\u001b[0m\n",
+      "\u001b[0;31mOSError\u001b[0m: Error reading file 'http://iiif.onb.ac.at/presentation/ANNO/apr18750223/resource/00000002.xml': failed to load HTTP resource"
+     ]
+    }
+   ],
+   "source": [
+    "print(alto_to_text('http://iiif.onb.ac.at/presentation/ANNO/apr18750223/resource/00000002.xml'))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {