{ "cells": [ { "cell_type": "markdown", "id": "88d22adb", "metadata": {}, "source": [ "## Amazon Textract Queries\n", "\n", "Amazon Textract Queries provides customers the flexibility to easily specify and extract valuable pieces of information that are important for their business process from a document or collection of documents. Customers who know the critical fields they need to extract from a document, can pass that context to Textract Queries. \n", "\n", "Providing this context means, Textract can focus on the parts of the document that are most important and take advantage of visual, spatial, and textual cues to extract the data requested. With this additional context, customers no longer need to lookout for an exact match field name, or maintain a list of synonyms across documents. \n", "\n", "With Textract Queries, customers can extract with high accuracy regardless of the how the data is laid out in a document structure such as forms, tables, and checkboxes, or housed within nested sections within a document.\n", " \n", "By using Textract Queries, customers do not write additional post-processing code to figure out which key-value or table value corresponds to what they need, or require to train and integrate with custom models to detect the implied fields such as name, and address within the documents or require manual inputs to infer the extracted data. With Textract Queries’s flexibility to specify and extract valuable pieces of information that are important for various stages in a business process, customers can scale up their workflows, drive automation, and efficiencies in the underlying business processes more quickly and easily. " ] }, { "cell_type": "code", "execution_count": 3, "id": "b566653d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "image_filename = \"insurance-card.png\"\n", "Image(filename=image_filename)" ] }, { "cell_type": "markdown", "id": "a07d30b2", "metadata": {}, "source": [ "Install the base framework to call Amazon Textract" ] }, { "cell_type": "code", "execution_count": 4, "id": "792e2d7a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING: You are using pip version 22.0.4; however, version 22.1 is available.\r\n", "You should consider upgrading via the '/Users/schadem/.pyenv/versions/3.9.6/bin/python -m pip install --upgrade pip' command.\u001b[0m\u001b[33m\r\n", "\u001b[0m" ] } ], "source": [ "!python -m pip install -q boto3 amazon_textract_response_parser --upgrade" ] }, { "cell_type": "code", "execution_count": 5, "id": "2a26ff9d", "metadata": {}, "outputs": [], "source": [ "import boto3\n", "import json\n", "\n", "#create a Textract Client\n", "textract = boto3.client('textract')\n", "# Document\n", "documentName = image_filename" ] }, { "cell_type": "code", "execution_count": 6, "id": "5bbccab5", "metadata": {}, "outputs": [], "source": [ "response = None\n", "with open(documentName, 'rb') as document:\n", " imageBytes = bytearray(document.read())\n", "\n", " # Call Textract\n", " response = textract.analyze_document(\n", " Document={'Bytes': imageBytes},\n", " # new QUERIES Feature Type for Textract Queries\n", " # We could add additional Feature Types like FORMS and/or TABLES\n", " # FeatureTypes=[\"QUERIES\", \"FORMS\", \"TABLS\"],\n", " FeatureTypes=[\"QUERIES\"],\n", " QueriesConfig={\n", " \"Queries\": [{\n", " \"Text\": \"What is the insured name?\",\n", " \"Alias\": \"INSURANCE_CARD_NAME\"\n", " },\n", " {\n", " \"Text\": \"What is the member id?\",\n", " \"Alias\": \"INSURANCE_CARD_MEMBER_ID\"\n", " },\n", " {\n", " \"Text\": \"What is the effective date?\",\n", " \"Alias\": \"INSURANCE_CARD_EFFECTIVE_DATE\"\n", " },\n", " {\n", " \"Text\": \"What is the office visit copay?\",\n", " \"Alias\": \"INSURANCE_CARD_OFFICE_VISIT_COPAY\"\n", " },\n", " {\n", " \"Text\": \"What is the specialist visit copay?\",\n", " \"Alias\": \"INSURANCE_CARD_SPEC_VISIT_COPAY\"\n", " },\n", " {\n", " \"Text\": \"What is the coinsurance amount?\",\n", " \"Alias\": \"INSURANCE_CARD_COINSURANCE\"\n", " },\n", " {\n", " \"Text\": \"What is the OOP max?\",\n", " \"Alias\": \"INSURANCE_CARD_OOP_MAX\"\n", " },\n", " {\n", " \"Text\": \"What is medical insurance provider?\",\n", " \"Alias\": \"INSURANCE_CARD_PROVIDER\"\n", " },\n", " {\n", " \"Text\": \"What is the plan type?\",\n", " \"Alias\": \"INSURANCE_CARD_PLAN_TYPE\"\n", " },\n", " {\n", " \"Text\": \"What is the level of benefits?\",\n", " \"Alias\": \"INSURANCE_CARD_LEVEL_BENEFITS\"\n", " }\n", " ]\n", " })" ] }, { "cell_type": "markdown", "id": "048dbb41", "metadata": {}, "source": [ "The response does include all OCR WORDS and LINES, geometry information, confidence scores.\n", "\n", "For this demo we just print out the information we did query for.\n", "\n", "If we had added the FORMS and/or TABLES Feature Types, the information of those would be part of the response as well, making it easy to add QUERIES to any existing workflow." ] }, { "cell_type": "code", "execution_count": 7, "id": "bacbcd15", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING: You are using pip version 22.0.4; however, version 22.1 is available.\r\n", "You should consider upgrading via the '/Users/schadem/.pyenv/versions/3.9.6/bin/python -m pip install --upgrade pip' command.\u001b[0m\u001b[33m\r\n", "\u001b[0m" ] } ], "source": [ "# We use tabulate to pretty print the output\n", "!python -m pip -q install tabulate" ] }, { "cell_type": "code", "execution_count": 8, "id": "29f11a07", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-------------------------------------|-----------------------------------|------------------|\n", "| What is the office visit copay? | INSURANCE_CARD_OFFICE_VISIT_COPAY | $55/0% |\n", "| What is the plan type? | INSURANCE_CARD_PLAN_TYPE | AnyPlan X-EPO |\n", "| What is medical insurance provider? | INSURANCE_CARD_PROVIDER | AnyInsurance Co. |\n", "| What is the specialist visit copay? | INSURANCE_CARD_SPEC_VISIT_COPAY | $65/0% |\n", "| What is the insured name? | INSURANCE_CARD_NAME | Jacob Michael |\n", "| What is the member id? | INSURANCE_CARD_MEMBER_ID | XZ 9147589652 |\n", "| What is the coinsurance amount? | INSURANCE_CARD_COINSURANCE | 30% |\n", "| What is the effective date? | INSURANCE_CARD_EFFECTIVE_DATE | 11/02/2021 |\n", "| What is the OOP max? | INSURANCE_CARD_OOP_MAX | $6000/$12000 |\n", "| What is the level of benefits? | INSURANCE_CARD_LEVEL_BENEFITS | SILVER |\n" ] } ], "source": [ "import trp.trp2 as t2\n", "from tabulate import tabulate\n", "\n", "d = t2.TDocumentSchema().load(response)\n", "page = d.pages[0]\n", "\n", "query_answers = d.get_query_answers(page=page)\n", "\n", "print(tabulate(query_answers, tablefmt=\"github\"))" ] }, { "cell_type": "markdown", "id": "08b94690", "metadata": {}, "source": [ "## Conclusion" ] }, { "cell_type": "markdown", "id": "3b5d55e4", "metadata": {}, "source": [ "Textract Query does not require any training and can be used on any document type, even complex ones with high variance in layout across document type like paystubs or bank statements yield high accuracy.\n", "\n", "No post processing is required and easy integration with the existing AnalyzeDocument API.\n", "\n" ] } ], "metadata": { "instance_type": "ml.t3.medium", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.6" } }, "nbformat": 4, "nbformat_minor": 5 }