# Tutorials

- [Overview](https://docs.pinot.apache.org/tutorials/tutorials.md): Hands-on guides, recipes, and walkthroughs for Apache Pinot — from your first query to production operations.
- [Getting Started Recipes](https://docs.pinot.apache.org/tutorials/getting-started.md): Sample applications and real-world data examples to help you explore Pinot with popular visualization tools.
- [Connect to Streamlit](https://docs.pinot.apache.org/tutorials/getting-started/streamlit.md): In this Apache Pinot guide, we'll learn how visualize data using the Streamlit web framework.
- [Connect to Dash](https://docs.pinot.apache.org/tutorials/getting-started/dash.md): In this Apache Pinot guide, we'll learn how visualize data using the Dash web framework.
- [Visualize Data with Redash](https://docs.pinot.apache.org/tutorials/getting-started/redash.md)
- [GitHub Events Stream](https://docs.pinot.apache.org/tutorials/getting-started/github-events-stream.md): Steps for setting up a Pinot cluster and a real-time table which consumes from the GitHub events stream.
- [Data Ingestion](https://docs.pinot.apache.org/tutorials/data-ingestion.md): Step-by-step guides for ingesting data into Pinot using different methods and formats.
- [Batch Data Ingestion in Practice](https://docs.pinot.apache.org/tutorials/data-ingestion/batch-data-ingestion-in-practice.md)
- [Creating Pinot Segments](https://docs.pinot.apache.org/tutorials/data-ingestion/create-pinot-segments.md)
- [Ingest Parquet Files from S3 Using Spark](https://docs.pinot.apache.org/tutorials/data-ingestion/ingest-parquet-files-from-s3-using-spark.md)
- [Schema Evolution](https://docs.pinot.apache.org/tutorials/data-ingestion/schema-evolution.md)
- [Deep Storage](https://docs.pinot.apache.org/tutorials/deep-storage.md): Guides for configuring external storage backends as Pinot deep storage.
- [Use S3 as Deep Storage for Pinot](https://docs.pinot.apache.org/tutorials/deep-storage/use-s3-as-deep-store-for-pinot.md)
- [Use S3 and Pinot in Docker](https://docs.pinot.apache.org/tutorials/deep-storage/use-s3-and-pinot-in-docker.md)
- [Use OSS as Deep Storage for Pinot](https://docs.pinot.apache.org/tutorials/deep-storage/use-oss-as-deep-storage-for-pinot.md): Configure AliCloud Object Storage Service (OSS) as Pinot deep storage


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.pinot.apache.org/tutorials.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.