Path	Lines of Code
demo-python/code/basic-vector-workflow/azure-search-vector-python-sample.ipynb	1110
demo-python/code/community-integration/hugging-face/azure-search-vector-python-huggingface-model-sample.ipynb	563
demo-python/code/community-integration/langchain/azure-search-vector-python-langchain-sample.ipynb	440
demo-python/code/community-integration/llamaindex/azure-search-vector-python-llamaindex-sample.ipynb	217
demo-python/code/community-integration/ragas/lib/__init__.py	1
demo-python/code/community-integration/ragas/lib/utils.py	282
demo-python/code/conference-demos/ignite-2024/azure-ai-search-LM-custom-skill-demo.ipynb	667
demo-python/code/conference-demos/ignite-2024/azure-ai-search-cohere-embed-v3.ipynb	596
demo-python/code/conference-demos/ignite-2024/azure-ai-search-e2e-build-demo.ipynb	1350
demo-python/code/conference-demos/ignite-2024/azure-ai-search-multimodal-build-demo.ipynb	896
demo-python/code/custom-vectorizer/api/functions/function_app.py	34
demo-python/code/custom-vectorizer/azure-search-custom-vectorization-sample.ipynb	213
demo-python/code/custom-vectorizer/azure.yaml	17
demo-python/code/custom-vectorizer/scripts/download_embedding_model.ps1	3
demo-python/code/custom-vectorizer/scripts/download_embedding_model.py	23
demo-python/code/custom-vectorizer/scripts/init_azd_env.ps1	8
demo-python/code/custom-vectorizer/scripts/init_python_env.ps1	16
demo-python/code/custom-vectorizer/scripts/setup_search_service.ps1	3
demo-python/code/custom-vectorizer/scripts/setup_search_service.py	201
demo-python/code/data-chunking/lib/__init__.py	1
demo-python/code/data-chunking/lib/common.py	235
demo-python/code/data-chunking/textsplit-data-chunking-example.ipynb	261
demo-python/code/embeddings/cohere-embeddings/azure.yaml	7
demo-python/code/embeddings/cohere-embeddings/cohere-embeddings.ipynb	533
demo-python/code/embeddings/cohere-embeddings/scripts/setup.ps1	23
demo-python/code/embeddings/cohere-embeddings/scripts/setup.py	250
demo-python/code/embeddings/multimodal-embeddings/azure.yaml	7
demo-python/code/embeddings/multimodal-embeddings/scripts/setup.ps1	23
demo-python/code/embeddings/multimodal-embeddings/scripts/setup.py	192
demo-python/code/indexers/csv-indexer/csv.ipynb	768
demo-python/code/indexers/document-intelligence-custom-skill/api/functions/function_app.py	253
demo-python/code/indexers/document-intelligence-custom-skill/azure.yaml	12
demo-python/code/indexers/document-intelligence-custom-skill/document-intelligence-custom-skill.ipynb	298
demo-python/code/indexers/document-intelligence-custom-skill/scripts/init_azd_env.ps1	8
demo-python/code/indexers/document-intelligence-custom-skill/scripts/init_python_env.ps1	16
demo-python/code/indexers/document-intelligence-custom-skill/scripts/setup_search_service.ps1	3
demo-python/code/indexers/document-intelligence-custom-skill/scripts/setup_search_service.py	247
demo-python/code/integrated-vectorization/azure-search-integrated-vectorization-sample.ipynb	957
demo-python/code/phi-chat/azure.yaml	7
demo-python/code/phi-chat/infra/ai.yaml	25
demo-python/code/phi-chat/lib/__init__.py	1
demo-python/code/phi-chat/lib/chat.py	112
demo-python/code/phi-chat/scripts/setup.ps1	23
demo-python/code/phi-chat/scripts/setup.py	231
demo-python/code/semantic-ranker-query-rewrite/query-rewrite.ipynb	1115
demo-python/code/semantic-ranker/semantic-ranker.ipynb	1576
demo-python/code/sorting/sorting.ipynb	280
demo-python/code/utilities/index-backup-restore/azure-search-backup-and-restore.ipynb	248
demo-python/code/utilities/resumable-index-backup-restore/backup-and-restore.ipynb	736
demo-python/code/vector-quantization-and-storage/lib/__init__.py	1
demo-python/code/vector-quantization-and-storage/lib/embeddings.py	60
demo-python/code/vector-quantization-and-storage/vector-quantization-and-storage.ipynb	379