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docs/explain/index.md

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@@ -11,136 +11,3 @@ Broaden and deepen your knowledge and understanding of CrateDB subject matters.
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The explanatory guides in this section provide more context and background
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about applications and use cases of CrateDB, trying to put things into a
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bigger picture and joining things together to help answer the question _why_?
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## Topics
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:::{div} sd-text-muted
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Time series data analytics and machine learning.
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:::
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::::{grid} 1 2 2 2
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:gutter: 2
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:padding: 0
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:::{grid-item-card} {material-outlined}`stacked_line_chart;2em` Time series data
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:link: timeseries
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:link-type: ref
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:link-alt: About CrateDB for time series data analysis
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Enhance your understanding how to use CrateDB for time series use-cases,
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and how to apply time series modeling and analysis procedures to your data.
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+++
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**What's inside:**
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- Advanced statistical analysis
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- Data visualization
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- Machine learning
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- Scientific computing
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:::
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:::{grid-item-card} {material-outlined}`model_training;2em` Machine learning
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:link: machine-learning
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:link-type: ref
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:link-alt: About CrateDB for machine learning applications
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Get an overview about how CrateDB provides support for different kinds of
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machine learning tasks, and learn how to integrate CrateDB with machine
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learning frameworks and tools.
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+++
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**What's inside:**
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- Vector store: Vector search, Hybrid search, LangChain
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- Text-to-SQL: LlamaIndex, MCP, MindsDB
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- Time series analysis: R, TensorFlow
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- MLOps and model training: MLflow, PyCaret, scikit-learn
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:::
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::::
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(use-cases)=
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## Use cases
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:::{div} sd-text-muted
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Learn about solutions built with CrateDB and
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how others are using CrateDB successfully.
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:::
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CrateDB is being developed in an open-source spirit, and closely together
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with its users and customers. Learn about application scenarios where CrateDB
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derives many foundational features from, and how others are using CrateDB to
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build real-time data management and analytics solutions and platforms.
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::::{grid} 1 2 2 2
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:margin: 4 4 0 0
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:padding: 0
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:gutter: 2
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:::{grid-item-card} {material-outlined}`precision_manufacturing;2em` Industrial big data
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:link: industrial
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:link-type: ref
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:link-alt: Use CrateDB in industrial data platforms
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Learn how others are successfully using CrateDB within industrial,
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engineering, manufacturing, production, and logistics domains.
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**What's inside:**
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About the unique challenges and complexities of industrial big data.
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:::
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:::{grid-item-card} {material-outlined}`analytics;2em` Real-time analytics on raw data
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:link: analytics
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:link-type: ref
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:link-alt: About CrateDB's analytics features
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CrateDB provides real-time analytics on raw data.
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Learn how others are successfully running real-time multi-tenant data
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analytics applications on top of billions of records.
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**What's inside:**
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If you absolutely must keep the records, because they are unique,
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downsampling is not an option.
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:::
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::::
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## See also
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:::{div} sd-text-muted
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Other notable features of CrateDB.
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:::
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::::{grid} 1 2 2 2
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:margin: 4 4 0 0
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:padding: 0
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:gutter: 2
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:::{grid-item-card} {material-outlined}`search;2em` Full-text and semantic search
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:link: search-overview
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:link-type: ref
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:link-alt: About CrateDB's search features
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CrateDB enables you to build powerful search experiences for websites,
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applications, and enterprise data.
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**What's inside:**
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Full-text search, Geo search, Vector search, Hybrid search.
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:::
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:::{grid-item-card} {material-outlined}`manage_history;2em` Metrics and telemetry data store
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:link: metrics-store
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:link-type: ref
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:link-alt: Using CrateDB as a long-term metrics store
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Store metrics and telemetry data for the long term, with the benefits of
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using standard database interfaces, SQL query language, and horizontal
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scalability through clustering as you go.
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+++
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**What's inside:**
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Never retire old records to cold storage,
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always have them ready for historical analysis.
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:::
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::::
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:::{toctree}
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:hidden:
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Time series data <time-series/index>
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Machine learning <machine-learning/index>
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industrial/index
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analytics/index
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:::

docs/handbook/index.md

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::::
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## Topics and use cases
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## Solutions and topics
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::::{grid} 1 2 2 2
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:gutter: 2
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:padding: 0
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:::{grid-item-card} {material-outlined}`numbers;2em` Topics
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:link: topics
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:::{grid-item-card} {material-outlined}`lightbulb;2em` Solutions and use cases
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:link: solutions
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:link-type: ref
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:link-alt: CrateDB topics overview
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Learn how to apply CrateDB's features to optimally cover use-cases
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across different application and topic domains.
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For example, connect CrateDB with third-party
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software applications, libraries, and frameworks.
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:link-alt: Solutions built with CrateDB
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Learn how to use CrateDB for time series use-cases,
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about industry solutions built with CrateDB and
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how others are using CrateDB successfully with
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both standard software components and in
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proprietary system landscapes.
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**What's inside:**
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Business intelligence, data lineage, data visualization,
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programming frameworks, software testing, time series data.
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Time series data. Industrial big data.
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Real-time raw-data analytics. Machine learning.
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:::
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:::{grid-item-card} {material-outlined}`supervised_user_circle;2em` Use cases
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:link: use-cases
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:::{grid-item-card} {material-outlined}`numbers;2em` Categories / Topics
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:link: topics
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:link-type: ref
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:link-alt: Use cases for CrateDB
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Learn about solutions built with CrateDB and
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how others are using CrateDB successfully.
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:link-alt: CrateDB topics overview
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Learn how to apply CrateDB's features to optimally cover
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different application categories and topic domains.
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For example, connect CrateDB with third-party
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software applications, libraries, and frameworks.
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**What's inside:**
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Industrial big data. Real-time raw-data analytics.
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Business intelligence, data lineage, data migrations, data visualization,
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programming frameworks, software testing.
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:::
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::::
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../feature/index
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Ingestion <../ingest/index>
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../topic/index
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Solutions <../solution/index>
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../integrate/index
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```
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docs/solution/index.md

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(solutions)=
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(use-cases)=
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# Solutions and use cases
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:::{toctree}
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:hidden:
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time-series/index
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industrial/index
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analytics/index
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machine-learning/index
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:::
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## Explanations
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:::{div} sd-text-muted
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About time series data storage and analytics, and machine learning.
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:::
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::::{grid} 1 2 2 2
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:gutter: 2
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:padding: 0
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:::{grid-item-card} {material-outlined}`stacked_line_chart;2em` Time series data
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:link: timeseries
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:link-type: ref
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:link-alt: About CrateDB for time series data analysis
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Enhance your understanding how to use CrateDB for time series use-cases,
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and how to apply time series modeling and analysis procedures to your data.
31+
+++
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**What's inside:**
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- Advanced statistical analysis
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- Data visualization
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- Machine learning
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- Scientific computing
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:::
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:::{grid-item-card} {material-outlined}`model_training;2em` Machine learning
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:link: machine-learning
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:link-type: ref
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:link-alt: About CrateDB for machine learning applications
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Get an overview about how CrateDB provides support for different kinds of
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machine learning tasks, and learn how to integrate CrateDB with machine
45+
learning frameworks and tools.
46+
+++
47+
**What's inside:**
48+
- Vector store: Vector search, Hybrid search, LangChain
49+
- Text-to-SQL: LlamaIndex, MCP, MindsDB
50+
- Time series analysis: R, TensorFlow
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- MLOps and model training: MLflow, PyCaret, scikit-learn
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:::
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::::
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## Use cases
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:::{div} sd-text-muted
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About solutions built with CrateDB and
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how others are using CrateDB successfully.
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:::
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CrateDB is being developed in an open-source spirit, and closely together
65+
with its users and customers. Learn about application scenarios where CrateDB
66+
derives many foundational features from, and how others are using CrateDB to
67+
build real-time data management and analytics solutions and platforms.
68+
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::::{grid} 1 2 2 2
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:margin: 4 4 0 0
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:padding: 0
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:gutter: 2
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:::{grid-item-card} {material-outlined}`precision_manufacturing;2em` Industrial big data
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:link: industrial
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:link-type: ref
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:link-alt: Use CrateDB in industrial data platforms
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Learn how others are successfully using CrateDB within industrial,
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engineering, manufacturing, production, and logistics domains.
80+
+++
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**What's inside:**
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About the unique challenges and complexities of industrial big data.
83+
:::
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:::{grid-item-card} {material-outlined}`analytics;2em` Real-time analytics on raw data
86+
:link: analytics
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:link-type: ref
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:link-alt: About CrateDB's analytics features
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CrateDB provides real-time analytics on raw data.
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Learn how others are successfully running real-time multi-tenant data
91+
analytics applications on top of billions of records.
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+++
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**What's inside:**
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If you absolutely must keep the records, because they are unique,
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downsampling is not an option.
96+
:::
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::::
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## See also
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:::{div} sd-text-muted
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Other notable features of CrateDB.
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:::
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::::{grid} 1 2 2 2
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:margin: 4 4 0 0
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:padding: 0
109+
:gutter: 2
110+
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:::{grid-item-card} {material-outlined}`search;2em` Full-text and semantic search
112+
:link: search-overview
113+
:link-type: ref
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:link-alt: About CrateDB's search features
115+
CrateDB enables you to build powerful search experiences for websites,
116+
applications, and enterprise data.
117+
+++
118+
**What's inside:**
119+
Full-text search, Geo search, Vector search, Hybrid search.
120+
:::
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:::{grid-item-card} {material-outlined}`manage_history;2em` Metrics and telemetry data store
123+
:link: metrics-store
124+
:link-type: ref
125+
:link-alt: Using CrateDB as a long-term metrics store
126+
Store metrics and telemetry data for the long term, with the benefits of
127+
using standard database interfaces, SQL query language, and horizontal
128+
scalability through clustering as you go.
129+
+++
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**What's inside:**
131+
Never retire old records to cold storage,
132+
always have them ready for historical analysis.
133+
:::
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::::
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docs/explain/industrial/index.md renamed to docs/solution/industrial/index.md

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(iiot)=
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(industrial)=
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(industry-40)=
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# Industrial data
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# Industrial big data
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Industry 4.0, but cost-effective: CrateDB is all you need.
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