> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kinetica.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Guides

> Step by step instructions to help you get started with Kinetica

<CardGroup cols={3}>
  <Card title="C++ Developer Guide" href="/content/guides/cpp_guide" cta="C++ / Developer">
    Step-by-step instructions on writing C++ applications with Kinetica
  </Card>

  <Card title="Fitting Road Network Data to a Graph" href="/content/guides/fitting_data/index" cta="Geospatial / Graph / GAdmin">
    How to model a graph based on a road network dataset
  </Card>

  <Card title="Graph Solvers with UI" href="/content/guides/graph_interface_guide/index" cta="Geospatial / Graph / GAdmin / UI">
    End-to-End Graph Example Using the UI
  </Card>

  <Card title="Graph Solvers with REST" href="/content/guides/graph_rest_guide/index" cta="Geospatial / Graph / GAdmin / REST">
    End-to-End Graph Example Using REST Endpoints
  </Card>

  <Card title="Introduction to Kinetica Graph" href="/content/guides/graph_video_guide/index" cta="Geospatial / Graph / Visualization / Video Guides">
    Learn about Kinetica's Graph capabilities with a helpful video series
  </Card>

  <Card title="Generate Isochrones" href="/content/guides/isochrones/index" cta="Geospatial / Graph / Visualization">
    Learn how to create isochrones with Kinetica's Graph
  </Card>

  <Card title="Java Developer Guide" href="/content/guides/java_guide" cta="Java / Developer">
    Step-by-step instructions on writing Java applications with Kinetica
  </Card>

  <Card title="JavaScript Developer Guide" href="/content/guides/js_guide" cta="JavaScript / Developer">
    Step-by-step instructions on writing JavaScript applications with Kinetica
  </Card>

  <Card title="JupyterLab Tutorial" href="/content/guides/jupyterlab/index" cta="Python / Visualization">
    Learn how to set up and use Jupyter Lab with Kinetica
  </Card>

  <Card title="Multiple Supply Demand in Python" href="/content/guides/match_graph_dc_multi_supply_demand/index" cta="Geospatial / Graph / Graph - Match / Python">
    Supply chain optimization example in Python
  </Card>

  <Card title="Map Matching with Python" href="/content/guides/match_graph_seattle_markov/index" cta="Geospatial / Graph / Graph - Match / Python">
    An end-to-end example of map matching in the Python API
  </Card>

  <Card title="Node.js Developer Guide" href="/content/guides/nodejs_guide" cta="NodeJS / JavaScript / Developer">
    Step-by-step instructions on writing Node.js applications with Kinetica
  </Card>

  <Card title="Python Developer Guide" href="/content/guides/python_guide" cta="Python / Developer">
    Step-by-step instructions on writing Python applications with Kinetica
  </Card>

  <Card title="Querying Social Graphs in SQL" href="/content/guides/query_graph_cinema" cta="Graph / Graph - Query / SQL">
    An example of querying a cinema relation graph with Kinetica (no external dataset required)
  </Card>

  <Card title="Querying Social Graphs in Python" href="/content/guides/query_graph_social/index" cta="Graph / Graph - Query">
    An example of querying a social graph with Kinetica (no external dataset required)
  </Card>

  <Card title="Quick Start Guide" href="/content/guides/quickstart-guide/index" cta="Quick Start / Geospatial / Ingest / SQL / SQL-GPT / Visualization">
    Get started with Kinetica Workbench
  </Card>

  <Card title="Shortest Path with Turn Penalties & Restrictions" href="/content/guides/solve_graph_dc_shortest_path_turn/index" cta="Geospatial / Graph / Graph - Solve / Python">
    Modeling turn penalties and restrictions for graph solving
  </Card>

  <Card title="Page Rank in Python" href="/content/guides/solve_graph_nyctaxi_page_rank" cta="Geospatial / Graph / Graph - Solve / Python">
    A Page Rank example using the NYC Taxi dataset
  </Card>

  <Card title="Backhaul Routing in Python" href="/content/guides/solve_graph_seattle_backhaul/index" cta="Geospatial / Graph / Graph - Solve / Python">
    A backhaul routing graph solver example in Python
  </Card>

  <Card title="Multiple Routing on Seattle Road Network" href="/content/guides/solve_graph_seattle_multi_route/index" cta="Geospatial / Graph / Graph - Solve / Python">
    Solve graph with multiple destinations using a road network
  </Card>

  <Card title="Shortest Path with Python" href="/content/guides/solve_graph_seattle_shortest_path/index" cta="Geospatial / Graph / Graph - Solve / Python">
    A Shortest Path graph solver example with the Python API
  </Card>

  <Card title="SQL Developer Guide" href="/content/guides/sql_guide" cta="SQL / Developer">
    Step-by-step instructions to interact with Kinetica via SQL
  </Card>

  <Card title="Table Monitor Guide" href="/content/guides/table_monitor" cta="Developer / Python">
    Basic usage of the three table monitor types
  </Card>

  <Card title="Time Series Analysis" href="/content/guides/time_series/index" cta="Time Series / SQL / Ingestion">
    Real-time Time Series Analysis with Kinetica
  </Card>

  <Card title="SQL-Managed Python UDF: Semantic Search" href="/content/guides/udf-sql-sentence-transformers/index" cta="SQL / UDF">
    Learn how to install dependent packages using Python UDF function environments
  </Card>

  <Card title="Python UDF Guide" href="/content/guides/udf_python_guide" cta="UDF / Python / Developer">
    Step-by-step guide to creating UDFs with the Python API
  </Card>

  <Card title="Using WKT Data and Geospatial Functions" href="/content/guides/wkt_data_geo_functions/index" cta="Geospatial / SQL / Ingest">
    Learn how to ingest and use WKT geometry with geospatial functions
  </Card>
</CardGroup>