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2.3 KiB
2.3 KiB
Azure Content Understanding Samples
These samples demonstrate how to use the agent-framework-azure-contentunderstanding package to add document, image, audio, and video understanding to your agents.
Prerequisites
- Azure CLI logged in:
az login - Environment variables set (or
.envfile in thepython/directory):FOUNDRY_PROJECT_ENDPOINT=https://your-project.services.ai.azure.com FOUNDRY_MODEL=gpt-4.1 AZURE_CONTENTUNDERSTANDING_ENDPOINT=https://your-cu-resource.cognitiveservices.azure.com/
Samples
01-get-started — Script samples (easy → advanced)
| # | Sample | Description | Run |
|---|---|---|---|
| 01 | Document Q&A | Upload a PDF, ask questions with CU-powered extraction | uv run samples/01-get-started/01_document_qa.py |
| 02 | Multi-Turn Session | AgentSession persistence across turns | uv run samples/01-get-started/02_multi_turn_session.py |
| 03 | Multi-Modal Chat | PDF + audio + video parallel analysis | uv run samples/01-get-started/03_multimodal_chat.py |
| 04 | Invoice Processing | Structured field extraction with prebuilt-invoice | uv run samples/01-get-started/04_invoice_processing.py |
| 05 | Large Doc + file_search | CU extraction + OpenAI vector store RAG | uv run samples/01-get-started/05_large_doc_file_search.py |
02-devui — Interactive web UI samples
| # | Sample | Description | Run |
|---|---|---|---|
| 01 | Multi-Modal Agent | Web UI for file upload + CU-powered chat | devui samples/02-devui/01-multimodal_agent |
| 02a | file_search (Azure OpenAI backend) | DevUI with CU + Azure OpenAI vector store | devui samples/02-devui/02-file_search_agent/azure_openai_backend |
| 02b | file_search (Foundry backend) | DevUI with CU + Foundry vector store | devui samples/02-devui/02-file_search_agent/foundry_backend |
Install (preview)
pip install --pre agent-framework-azure-contentunderstanding