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[ADD] New feature (table as image)
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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/05_0_load_complex_pdf_kr_opensearch.ipynb‎

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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 11,
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"id": "f320a808-c49a-47d3-bb45-4e96ae690606",
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"metadata": {
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"tags": []
@@ -443,7 +443,18 @@
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"Conflict between variables skip_infer_table_types: ['pdf', 'jpg', 'png', 'xls', 'xlsx', 'heic'] and pdf_infer_table_structure: True, please reset skip_infer_table_types to turn on table extraction for PDFs.\n"
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"Conflict between variables skip_infer_table_types: ['pdf', 'jpg', 'png', 'xls', 'xlsx', 'heic'] and pdf_infer_table_structure: True, please reset skip_infer_table_types to turn on table extraction for PDFs.\n",
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"Some weights of the model checkpoint at microsoft/table-transformer-structure-recognition were not used when initializing TableTransformerForObjectDetection: ['model.backbone.conv_encoder.model.layer2.0.downsample.1.num_batches_tracked', 'model.backbone.conv_encoder.model.layer3.0.downsample.1.num_batches_tracked', 'model.backbone.conv_encoder.model.layer4.0.downsample.1.num_batches_tracked']\n",
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"- This IS expected if you are initializing TableTransformerForObjectDetection from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n",
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"- This IS NOT expected if you are initializing TableTransformerForObjectDetection from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"CPU times: user 3min 49s, sys: 4.72 s, total: 3min 53s\n",
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"Wall time: 10min 40s\n"
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]
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}
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],
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 12,
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"id": "d429ce28-57e6-4386-9d7d-dc4b3b5272d4",
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"metadata": {
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"collapsed": true,
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"jupyter": {
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"outputs_hidden": true
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},
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"tags": []
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},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"['./fig-origin/figure-3-12.jpg',\n",
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" './fig-origin/figure-18-42.jpg',\n",
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" './fig-origin/figure-37-88.jpg',\n",
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" './fig-origin/figure-3-15.jpg',\n",
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" './fig-origin/figure-18-40.jpg',\n",
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" './fig-origin/figure-18-44.jpg',\n",
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" './fig-origin/figure-15-25.jpg',\n",
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" './fig-origin/figure-35-85.jpg',\n",
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" './fig-origin/figure-32-71.jpg',\n",
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" './fig-origin/figure-20-50.jpg',\n",
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" './fig-origin/figure-1-2.jpg',\n",
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" './fig-origin/figure-3-21.jpg',\n",
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" './fig-origin/figure-18-46.jpg',\n",
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" './fig-origin/figure-28-58.jpg',\n",
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" './fig-origin/figure-28-59.jpg',\n",
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" './fig-origin/figure-30-63.jpg',\n",
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" './fig-origin/figure-30-65.jpg',\n",
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" './fig-origin/figure-3-10.jpg',\n",
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" './fig-origin/figure-34-75.jpg',\n",
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" './fig-origin/figure-3-8.jpg',\n",
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" './fig-origin/figure-17-29.jpg',\n",
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" './fig-origin/figure-19-49.jpg',\n",
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" './fig-origin/figure-3-9.jpg',\n",
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" './fig-origin/figure-35-83.jpg',\n",
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" './fig-origin/figure-28-56.jpg',\n",
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" './fig-origin/figure-29-61.jpg',\n",
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" './fig-origin/figure-35-80.jpg',\n",
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" './fig-origin/figure-20-53.jpg',\n",
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" './fig-origin/figure-18-32.jpg',\n",
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" './fig-origin/figure-32-72.jpg',\n",
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" './fig-origin/figure-28-55.jpg',\n",
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" './fig-origin/figure-2-5.jpg',\n",
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" './fig-origin/figure-3-23.jpg',\n",
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" './fig-origin/figure-42-93.jpg',\n",
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" './fig-origin/figure-18-47.jpg',\n",
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" './fig-origin/figure-28-57.jpg',\n",
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" './fig-origin/figure-18-35.jpg',\n",
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" './fig-origin/figure-30-62.jpg',\n",
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" './fig-origin/figure-3-14.jpg',\n",
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" './fig-origin/figure-29-60.jpg',\n",
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" './fig-origin/figure-3-17.jpg',\n",
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" './fig-origin/figure-35-78.jpg',\n",
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" './fig-origin/figure-30-64.jpg',\n",
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" './fig-origin/figure-16-27.jpg',\n",
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" './fig-origin/figure-3-20.jpg',\n",
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" './fig-origin/figure-40-92.jpg',\n",
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" './fig-origin/figure-15-24.jpg',\n",
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" './fig-origin/figure-3-16.jpg',\n",
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" './fig-origin/figure-31-68.jpg',\n",
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" './fig-origin/figure-3-6.jpg',\n",
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" './fig-origin/figure-35-79.jpg',\n",
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" './fig-origin/figure-18-31.jpg',\n",
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" './fig-origin/figure-18-34.jpg',\n",
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" './fig-origin/figure-1-4.jpg',\n",
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" './fig-origin/figure-23-54.jpg',\n",
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" './fig-origin/figure-3-7.jpg',\n",
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" './fig-origin/figure-39-91.jpg',\n",
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" './fig-origin/figure-18-39.jpg',\n",
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" './fig-origin/figure-35-81.jpg',\n",
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" './fig-origin/figure-1-1.jpg',\n",
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" './fig-origin/figure-31-67.jpg',\n",
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" './fig-origin/figure-37-87.jpg',\n",
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" './fig-origin/figure-18-48.jpg',\n",
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" './fig-origin/figure-16-26.jpg',\n",
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" './fig-origin/figure-1-3.jpg',\n",
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" './fig-origin/figure-3-18.jpg',\n",
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" './fig-origin/figure-34-76.jpg',\n",
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" './fig-origin/figure-34-74.jpg',\n",
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" './fig-origin/figure-3-13.jpg',\n",
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" './fig-origin/figure-35-82.jpg',\n",
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" './fig-origin/figure-18-45.jpg']"
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]
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},
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"from distutils.dir_util import copy_tree\n",
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"from_file_path = './fig' # 복사할 폴더\n",
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"to_file_path = './fig-origin' # 복사 위치\n",
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"copy_tree(from_file_path, to_file_path)"
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"# from distutils.dir_util import copy_tree\n",
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"# from_file_path = './fig' # 복사할 폴더\n",
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"# to_file_path = './fig-origin' # 복사 위치\n",
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"# copy_tree(from_file_path, to_file_path)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 13,
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"id": "98d98c6e-868a-4aa3-9adc-34fd2e465491",
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"ename": "OSError",
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"evalue": "[Errno 39] Directory not empty: './fig'",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)",
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"Cell \u001b[0;32mIn[13], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mos\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrmdir\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfrom_file_path\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2\u001b[0m from_file_path \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m./fig-origin\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 3\u001b[0m to_file_path \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m./fig\u001b[39m\u001b[38;5;124m'\u001b[39m\n",
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"\u001b[0;31mOSError\u001b[0m: [Errno 39] Directory not empty: './fig'"
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]
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}
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],
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"source": [
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"os.rmdir(from_file_path)\n",
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"from_file_path = './fig-origin'\n",
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"to_file_path = './fig'\n",
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"copy_tree(from_file_path, to_file_path)"
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"# os.rmdir(from_file_path)\n",
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"# from_file_path = './fig-origin'\n",
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"# to_file_path = './fig'\n",
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"# copy_tree(from_file_path, to_file_path)"
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]
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},
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{

‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-1-1.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-1-2.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-1-3.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-1-4.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-15-24.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-15-25.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-16-26.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-16-27.jpg‎

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‎genai/aws-gen-ai-kr/20_applications/02_qa_chatbot/01_preprocess_docs/fig/figure-16-28.jpg‎

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