notebooks/document-chunking/_nbtest.teardown.with-index-pipelines.ipynb

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   "id": "1422b7bb-bc8c-42bb-b070-53fce3cf6144",
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   "outputs": [],
   "source": [
    "from elasticsearch import Elasticsearch\n",
    "from getpass import getpass\n",
    "\n",
    "# https://www.elastic.co/search-labs/tutorials/install-elasticsearch/elastic-cloud#finding-your-cloud-id\n",
    "ELASTIC_CLOUD_ID = getpass(\"Elastic Cloud ID: \")\n",
    "\n",
    "# https://www.elastic.co/search-labs/tutorials/install-elasticsearch/elastic-cloud#creating-an-api-key\n",
    "ELASTIC_API_KEY = getpass(\"Elastic Api Key: \")\n",
    "\n",
    "# Create the client instance\n",
    "client = Elasticsearch(\n",
    "    # For local development\n",
    "    # hosts=[\"http://localhost:9200\"]\n",
    "    cloud_id=ELASTIC_CLOUD_ID,\n",
    "    api_key=ELASTIC_API_KEY,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e4a89367-d23a-4340-bc92-2dcabd18adcd",
   "metadata": {},
   "outputs": [],
   "source": [
    "client.indices.delete(index=\"chunk_passages_example\", ignore_unavailable=True)\n",
    "try:\n",
    "    client.ingest.delete_pipeline(id=\"chunk_text_to_passages\")\n",
    "except:\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4ac37f1b-6122-49fe-a3b8-e8f2025a0961",
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    client.ml.delete_trained_model(\n",
    "        model_id=\"sentence-transformers__all-minilm-l6-v2\", force=True\n",
    "    )\n",
    "except:\n",
    "    pass"
   ]
  }
 ],
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