Quick Start Guide
===============

This guide demonstrates basic usage of the Time Series RAG system.

Basic Example
------------

.. literalinclude:: scripts/quickstart.py
   :language: python
   :lines: 1-7
   :caption: Quick Start Example

The following example shows how to create and search time series data:

.. literalinclude:: scripts/quickstart.py
   :language: python
   :pyobject: basic_example

Visualization Example
-------------------

For a more visual example that includes plotting:

.. literalinclude:: scripts/quickstart.py
   :language: python
   :pyobject: visualization_example

Running the Examples
------------------

You can run these examples by executing the script:

.. code-block:: bash

   python quickstart.py

This will run both examples and display the results.