├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── azure.yaml ├── demo_app ├── .env.sample ├── .webappignore ├── __init__.py ├── demo_app.py ├── demo_files │ ├── ATTRIBUTION.md │ ├── Multicolumn PDF with Table.pdf │ ├── Rotated Proof of Delivery Receipt.jpg │ ├── Welcome to Hollywood Sign.jpeg │ ├── account_opening_forms │ │ ├── Handwritten Account Opening Form.pdf │ │ └── Machine-typed Account Opening Form.pdf │ ├── call_center_audio │ │ ├── Health Insurance Call - Stereo.wav │ │ ├── Loan Application Call - Mono.wav │ │ └── Pharmacy Call - Stereo.wav │ ├── content_understanding │ │ ├── Car Crash Damage Photo.jpg │ │ ├── Car Insurance Call.wav │ │ ├── Contoso Business Invoice - Rotated.pdf │ │ ├── Contoso Business Invoice.pdf │ │ ├── Dashcam - Car Crash Video.mp4 │ │ ├── Energy Production Line Chart.jpg │ │ ├── Foreign Labor By Country Scatter Plot.jpg │ │ └── video_file_web_links.json │ ├── doc_intel_processing_samples.json │ ├── pii_redaction │ │ ├── Banking - Demo PDF.pdf │ │ ├── Legal (NDA) - Demo PDF.pdf │ │ ├── Medical Report - Demo PDF.pdf │ │ ├── README.md │ │ └── pii_redaction_text_samples.json │ └── text_samples.json └── helpers.py ├── docs ├── azd-deployed-endpoints.png ├── form-extraction-example.png ├── loaded-functions.png ├── private-networking-diagram.png ├── public-networking-diagram.png ├── solution-design.png └── vscode-azurite-buttons.png ├── function_app ├── .funcignore ├── .gitignore ├── .vscode │ ├── extensions.json │ ├── launch.json │ ├── settings.json │ └── tasks.json ├── bp_call_center_audio_analysis.py ├── bp_content_understanding_audio.py ├── bp_content_understanding_document.py ├── bp_content_understanding_image.py ├── bp_content_understanding_video.py ├── bp_doc_intel_extract_city_names.py ├── bp_form_extraction_with_confidence.py ├── bp_multimodal_doc_intel_processing.py ├── bp_pii_redaction.py ├── bp_pymupdf_extract_city_names.py ├── bp_summarize_text.py ├── config │ └── content_understanding_schemas.json ├── create_content_understanding_analyzers.py ├── extract_blob_field_info_to_cosmosdb.py ├── function_app.py ├── host.json ├── sample_local.settings.json ├── send_req_summarize_text.sh ├── src │ ├── __init__.py │ ├── components │ │ ├── __init__.py │ │ ├── content_understanding_client.py │ │ ├── doc_intelligence.py │ │ ├── pymupdf.py │ │ ├── speech.py │ │ └── utils.py │ ├── helpers │ │ ├── __init__.py │ │ ├── azure_function.py │ │ ├── common.py │ │ ├── content_understanding.py │ │ ├── data_loading.py │ │ └── image.py │ ├── result_enrichment │ │ ├── __init__.py │ │ ├── common.py │ │ └── doc_intelligence.py │ └── schema.py └── tests │ ├── __init__.py │ ├── data │ └── speech │ │ ├── README.md │ │ ├── aoai_whisper_raw_response.json │ │ ├── batch_raw_response.json │ │ ├── batch_whisper_raw_response.json │ │ ├── fast_raw_response.json │ │ └── realtime_raw_response.json │ ├── test_common.py │ ├── test_doc_intelligence.py │ └── test_speech.py ├── infra ├── ai-services-role-assignment.bicep ├── cosmosdb-account-role-assignment.bicep ├── main.bicep ├── main.bicepparam ├── multiple-ai-services-role-assignment.bicep └── storage-account-role-assignment.bicep ├── notebooks └── Document Intelligence Processor Walkthrough.ipynb └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Azure/multimodal-ai-llm-processing-accelerator/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Azure/multimodal-ai-llm-processing-accelerator/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 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