> For the complete documentation index, see [llms.txt](https://senselab.gitbook.io/senselab-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://senselab.gitbook.io/senselab-docs/vendor/sanmai/pipeline/docs/quickstart/examples.md).

# Examples

The examples have been reorganized for better discoverability:

## Quick Start

For a step-by-step introduction to the Pipeline library:

* [**Walkthrough: A Simple Pipeline**](/senselab-docs/vendor/sanmai/pipeline/docs/quickstart/walkthrough.md) - Learn the basics with a practical CSV processing example

## Practical Solutions

For ready-to-use solutions to common problems:

* [**Pipeline Cookbook**](/senselab-docs/vendor/sanmai/pipeline/docs/cookbook/index.md) - Problem-oriented recipes with detailed explanations

The cookbook includes:

* Safe and Predictable Data Cleaning
* Batch Processing for Databases/APIs
* Real-Time Anomaly Detection
* CSV/JSON Processing
* Memory-Efficient Deduplication
* Working with Infinite Sequences
* Log File Analysis
* Sliding Window Calculations
* And more...

## API Examples

Every method in the [API Reference](/senselab-docs/vendor/sanmai/pipeline/docs/api/creation.md) includes comprehensive examples showing typical usage patterns and edge cases.

## Advanced Patterns

For complex scenarios and architectural patterns:

* [**Complex Pipeline Patterns**](/senselab-docs/vendor/sanmai/pipeline/docs/advanced/complex-pipelines.md) - Advanced composition techniques
* [**Performance Tips**](/senselab-docs/vendor/sanmai/pipeline/docs/advanced/performance.md) - Optimization strategies
* [**Best Practices**](/senselab-docs/vendor/sanmai/pipeline/docs/advanced/best-practices.md) - Guidelines and recommendations


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