| Usage |
Text |
Python Notebook |
Presidio Basic Usage Notebook |
| Usage |
Text |
Python Notebook |
Customizing Presidio Analyzer |
| Usage |
Text |
Python Notebook |
Configuring The NLP engine |
| Usage |
Semi-structured |
Python Notebook |
Analyzing structured / semi-structured data in batch |
| Usage |
Text |
Python Notebook |
Encrypting and Decrypting identified entities |
| Usage |
Text |
Python Notebook |
Getting the identified entity value using a custom Operator |
| Usage |
text |
Python Notebook |
Anonymizing known values |
| Usage |
Images |
Python Notebook |
Redacting Text PII from DICOM images |
| Usage |
Images |
Python Notebook |
Using an allow list with image redaction |
| Usage |
PDF |
Python Notebook |
Annotating PII in a PDF |
| Usage |
Images |
Python Notebook |
Plot custom bounding boxes |
| Usage |
Text |
Python Notebook |
Integrating with external services |
| Usage |
Text |
Python file |
Remote Recognizer |
| Usage |
Structured |
Python Notebook |
Presidio Structured Basic Usage Notebook |
| Usage |
Text |
Python file |
Azure AI Language as a Remote Recognizer |
| Usage |
CSV |
Python file |
Analyze and Anonymize CSV file |
| Usage |
Text |
Python |
Using Flair as an external PII model |
| Usage |
Text |
Python file |
Using Span Marker as an external PII model |
| Usage |
Text |
Python file |
Using Transformers as an external PII model |
| Usage |
Text |
Python file |
Pseudonomization (replace PII values using mappings) |
| Usage |
Text |
Python file |
Passing a lambda as a Presidio anonymizer using Faker |
| Usage |
Text |
Python file |
Synthetic data generation with OpenAI |
| Usage |
Text |
LiteLLM Proxy |
PII Masking LLM calls across Anthropic/Gemini/Bedrock/Azure, etc. |
| Usage |
|
REST API (postman) |
Presidio as a REST endpoint |
| Deployment |
|
App Service |
Presidio with App Service |
| Deployment |
|
Kubernetes |
Presidio with Kubernetes |
| Deployment |
|
Spark/Azure Databricks |
Presidio with Spark |
| Deployment |
|
Azure Data Factory with App Service |
ETL for small dataset |
| Deployment |
|
Azure Data Factory with Databricks |
ETL for large datasets |
| ADF Pipeline |
|
Azure Data Factory |
Add Presidio as an HTTP service to your Azure Data Factory |
| ADF Pipeline |
|
Azure Data Factory |
Add Presidio on Databricks to your Azure Data Factory |
| Demo |
|
Streamlit app |
Create a simple demo app using Streamlit |