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Merge pull request #4208 from vespa-engine/kkraune/links
update broken links
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en/cloud/enclave/enclave.md

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resource costs from your cloud provider in _addition_ to the Vespa Cloud costs.
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## AWS
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* [Getting started](/en/cloud/enclave/aws-getting-started)
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* [Getting started](/en/cloud/enclave/aws-deploy-an-application.html)
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* [Architecture and security](/en/cloud/enclave/aws-architecture)
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## GCP
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* [Getting started](/en/cloud/enclave/gcp-getting-started)
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* [Getting started](/en/cloud/enclave/gcp-deploy-an-application.html)
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* [Architecture and security](/en/cloud/enclave/gcp-architecture)
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## Guides

en/elasticity.html

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To add or remove nodes from a content cluster, just <code>nodes</code>
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tag of the <a href="reference/services-content.html">content</a> cluster in
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<a href="reference/services.html">services.xml</a>
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and <a href="applications.html#deploy">redeploy</a>.
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and <a href="applications.html#deploying-applications">redeploy</a>.
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Read more in <a href="/en/operations-selfhosted/admin-procedures.html">procedures</a>.
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</p>
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en/faq.md

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### Can a document have lists (key value pairs)?
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E.g. a product is offered in a list of stores with a quantity per store.
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Use [multivalue fields](schemas.html#field) (array of struct) or [parent child](parent-child.html).
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Use [multivalue fields](/en/searching-multi-valued-fields.html) (array of struct) or [parent child](parent-child.html).
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Which one to chose depends on use case, see discussion in the latter link.
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### Does a whole document need to be updated and re-indexed?

en/getting-started.html

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<strong>Recommendation</strong>
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<p>
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Learn how to use Vespa for content recommendation/personalization in the
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<a href="tutorials/news-1-getting-started.html">News Search and Recommendation</a> tutorial set.
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<a href="tutorials/news-1-deploy-an-application.html">News Search and Recommendation</a> tutorial set.
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</p>
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<strong>ML Model Serving</strong>

en/page-templates.html

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<li>Add the searcher
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<a href="https://javadoc.io/doc/com.yahoo.vespa/container-search/latest/com/yahoo/search/pagetemplates/PageTemplateSearcher.html">com.yahoo.search.pagetemplates.PageTemplateSearcher</a>
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to the default <a href="reference/services-search.html">search chain</a> in <em>services.xml</em>.</li>
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<li><a href="applications.html#deploy">deploy</a>
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<li><a href="applications.html#deploying-applications">deploy</a>
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the application package.</li>
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<li>Add these query parameters: <code>page.id=[comma-separated list of page id's]</code>
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and <code>presentation.format=<a href="reference/page-result-format.html">page</a></code>.</li>
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</pre>
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<p>
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With this, the application is
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<a href="applications.html#deploy">deployed</a> as usual.
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<a href="applications.html#deploying-applications">deployed</a> as usual.
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</p>
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en/parent-child.html

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<h2 id="multivalue-fields">Multivalue fields</h2>
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<p>
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A document can have <a href="schemas.html#field">fields</a> that are arrays or maps of struct.
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A document can have <a href="schemas.html#document-fields">fields</a> that are arrays or maps of struct.
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Structs and documents are similar - a set of field name/value pairs.
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One-to-many mappings can therefore be implemented this way, as an alternative to using parent/child,
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when each document has a set of properties that belongs to that document.
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</p><p>
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Refer to <a href="schemas.html#field">multivalue fields</a> for more information.
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Refer to <a href="/en/searching-multi-valued-fields.html">multivalue fields</a> for more information.
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</p>
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en/partial-updates.html

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More details in <a href="attributes.html">attributes</a>.
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</p>
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<p>
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Updating <a href="schemas.html#field">multivalue</a> attributes (arrays, maps, sets, tensors)
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Updating <a href="/en/searching-multi-valued-fields.html">multivalue</a> attributes (arrays, maps, sets, tensors)
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means reading the current value, making the update and writing it back:
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</p>
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<ul>

en/performance/feature-tuning.html

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</ul>
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<p>
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Changing fast-search aspect of the attribute is a
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<a href="../reference/schema-reference.html#modifying-schemas">live change</a>
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<a href="/en/reference/schema-reference.html#modifying-schemas">live change</a>
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which does not require any re-feeding, so testing the performance with and without is low effort.
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Adding or removing <em>fast-search</em> requires restart.
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</p>
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Lexical search (or keyword-based search) is a method that matches query terms as they appear in indexed documents.
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It relies on the lexical representation of words rather than their meaning, and is one of the two retrieval methods used in
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<a href="../tutorials/hybrid-search.html">hybrid search</a>.
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Lexical search in Vespa is done by querying string (text) <a href="../schemas.html#indexing">index</a> fields,
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Lexical search in Vespa is done by querying string (text) <a href="../schemas.html#document-fields">index</a> fields,
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typically using the <a href="../using-wand-with-vespa.html#weakand">weakAnd</a> query operator with <a href="../reference/bm25.html">BM25</a> ranking.
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</p>
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<p>

en/performance/sizing-search.html

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Vespa is used to implement many use cases, and this document is relevant for all of them:
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</p>
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<ul>
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<li>Serving a <a href="../nativerank.html">text ranking</a> use case
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or a <a href="../tutorials/news-1-getting-started.html">recommendation</a> use case</li>
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<li>Serving a machine learned model, e.g., a <a href="../tensorflow.html">Tensorflow</a>,
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<a href="../onnx.html">ONNX</a>, <a href="../xgboost.html">XGBoost</a>, or
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<a href="../lightgbm.html">LightGBM</a> model</li>
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<li>Serving a <a href="/en/nativerank.html">text ranking</a> use case
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or a <a href="/en/tutorials/news-1-deploy-an-application.html">recommendation</a> use case</li>
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<li>Serving a machine learned model, e.g., a <a href="/en/tensorflow.html">Tensorflow</a>,
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<a href="/en/onnx.html">ONNX</a>, <a href="../xgboost.html">XGBoost</a>, or
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<a href="/en/lightgbm.html">LightGBM</a> model</li>
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</ul>
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<p>
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With Vespa, it is possible to do benchmarking on a few nodes

en/query-api.html

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q=panda
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</pre>
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<p>
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<code>myindex</code> is here a <a href="schemas.html#field">field</a>
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or <a href="/en/schemas.html#fieldset">fieldset</a> in the schema.
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<code>myindex</code> is here a <a href="schemas.html#document-fields">field</a>
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or <a href="/en/reference/schema-reference.html#fieldset">fieldset</a> in the schema.
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With userQuery(), use <a href="/en/reference/query-api-reference.html#model.defaultindex">model.defaultIndex</a>:
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</p>
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<pre>
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</li>
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<li>
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<p>
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The query is sent from the container to
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the <a href="schemas.html#content-cluster-mapping">content cluster</a> -
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The query is sent from the container to the <em>content cluster</em> -
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see <a href="federation.html">federation</a> for more details.
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An application can have multiple content clusters - Vespa searches in all by default.
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<a href="federation.html">Federation</a> controls how to query the clusters,

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