{"id":16759,"date":"2025-01-13T14:14:23","date_gmt":"2025-01-13T22:14:23","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16759"},"modified":"2025-06-13T16:36:23","modified_gmt":"2025-06-13T23:36:23","slug":"introducing-couchbase-as-vector-store-in-mindsdb","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/introducing-couchbase-as-vector-store-in-mindsdb\/","title":{"rendered":"Apresentando o Couchbase como um armazenamento de vetores no MindsDB"},"content":{"rendered":"<p>\u00c9 com grande satisfa\u00e7\u00e3o que anunciamos que <b>Couchbase<\/b> agora \u00e9 suportado como um armazenamento de vetor em <b>MindsDB<\/b>reunindo o melhor dos dois mundos: os recursos de aprendizado de m\u00e1quina de ponta do MindsDB e o armazenamento vetorial de alto desempenho do Couchbase. Com essa nova integra\u00e7\u00e3o, os usu\u00e1rios podem combinar perfeitamente dados e IA, liberando novas e poderosas possibilidades para seus aplicativos.<\/p>\n<p>O MindsDB \u00e9 uma ferramenta de c\u00f3digo aberto que integra v\u00e1rios modelos de intelig\u00eancia artificial (IA) a bancos de dados ou outros sistemas de gerenciamento de dados, permitindo a cria\u00e7\u00e3o e a implementa\u00e7\u00e3o f\u00e1ceis de novas solu\u00e7\u00f5es baseadas em IA. Com sua interface intuitiva e ampla compatibilidade com fontes de dados populares, o MindsDB facilita a implementa\u00e7\u00e3o de modelos avan\u00e7ados de aprendizado de m\u00e1quina sem exigir conhecimento t\u00e9cnico profundo<\/p>\n<p>Nas se\u00e7\u00f5es a seguir, exploraremos alguns detalhes dessa integra\u00e7\u00e3o.<\/p>\n<h2>Configura\u00e7\u00e3o do MindsDB com o Couchbase<\/h2>\n<p>Para come\u00e7ar a usar o MindsDB e o Couchbase, voc\u00ea precisar\u00e1 seguir algumas etapas simples<\/p>\n<h3>Instala\u00e7\u00e3o do MindsDB<\/h3>\n<p>Execute o cont\u00eainer do Docker do MindsDB. Execute o seguinte comando para criar um cont\u00eainer do Docker para o MindsDB:<\/p>\n<p><code>docker run --name mindsdb_container -p 47334:47334 -p 47335:47335 mindsdb\/mindsdb<\/code><\/p>\n<p>Quando o cont\u00eainer estiver instalado e em execu\u00e7\u00e3o, voc\u00ea poder\u00e1 acessar o <b>Editor do MindsDB<\/b> navegando at\u00e9 <code>https:\/\/127.0.0.1:47334<\/code> em seu navegador da Web.<\/p>\n<p><b>Alternativa<\/b>: Use a extens\u00e3o Docker Desktop do MindsDB para gerenciar o cont\u00eainer diretamente no Docker Desktop.<\/p>\n<h3>Instala\u00e7\u00e3o do Couchbase dentro do MindsDB<\/h3>\n<p>H\u00e1 duas maneiras de instalar as depend\u00eancias necess\u00e1rias para a integra\u00e7\u00e3o com o Couchbase:<\/p>\n<h4>M\u00e9todo 1: Instalar pelo MindsDB Editor<\/h4>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Abra o editor do MindsDB.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Ir para <b>Configura\u00e7\u00f5es<\/b> e depois <b>Gerenciar integra\u00e7\u00f5es<\/b>.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Selecione o <b>CouchbaseVector<\/b> integra\u00e7\u00e3o.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Clique em <b>Instalar<\/b>.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h4>M\u00e9todo 2: Instalar via linha de comando<\/h4>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Inicie o cont\u00eainer do Docker do MindsDB:<br \/>\n<span style=\"font-size: 19px;\"><code>docker start mindsdb_container<\/code><\/span><\/li>\n<li aria-level=\"1\">Inicie um shell interativo no cont\u00eainer:<br \/>\n<span style=\"font-size: 19px;\"><code>docker exec -it mindsdb_container sh<\/code><\/span><\/li>\n<li aria-level=\"1\">Instale as depend\u00eancias do Couchbase:<br \/>\n<span style=\"font-size: 19px;\"><code>pip install .[couchbasevector]<\/code><\/span><\/li>\n<li aria-level=\"1\">Sair do shell interativo:<br \/>\n<span style=\"font-size: 19px;\"><code>sa\u00edda<\/code><\/span><\/li>\n<li aria-level=\"1\">Reinicie o cont\u00eainer:<br \/>\n<span style=\"font-size: 19px;\"><code>reiniciar o mindsdb_container<\/code><\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>Agora voc\u00ea ter\u00e1 o Couchbase instalado como uma depend\u00eancia em seu editor do MindsDB!<\/p>\n<p><strong><span style=\"font-weight: 400;\">Antes de executar pesquisas vetoriais no Couchbase, certifique-se de que voc\u00ea tenha um \u00edndice FTS (Full-Text Search) configurado para suas incorpora\u00e7\u00f5es vetoriais. Isso \u00e9 necess\u00e1rio para executar a pesquisa vetorial.<\/span><\/strong><\/p>\n<h3>Conex\u00e3o com o Couchbase e execu\u00e7\u00e3o de pesquisa vetorial<\/h3>\n<p>Agora que o MindsDB e o Couchbase est\u00e3o integrados, voc\u00ea pode conectar o Couchbase como um armazenamento vetorial e realizar pesquisas vetoriais. Veja como:<\/p>\n<h4>1. Estabele\u00e7a uma conex\u00e3o com o banco de dados<\/h4>\n<p>Use a seguinte sintaxe do tipo SQL para criar uma conex\u00e3o com sua inst\u00e2ncia do Couchbase. O exemplo abaixo se conecta \u00e0 inst\u00e2ncia <b>amostra de viagem<\/b> (voc\u00ea pode ativar esse bucket na interface do usu\u00e1rio do Couchbase).<\/p>\n<pre class=\"nums:false lang:default decode:true\">CREATE DATABASE couchbase_vectorsource\r\nWITH\r\nengine='couchbasevector',\r\nparameters={\r\n  \"connection_string\": \"couchbase:\/\/localhost\",\r\n  \"bucket\": \"travel-sample\",\r\n  \"user\": \"admin\",\r\n  \"password\": \"password\",\r\n  \"scope\": \"inventory\"\r\n};<\/pre>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/01\/image2.gif\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16760\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/01\/image2.gif\" alt=\"\" width=\"800\" height=\"464\" \/><\/a><\/p>\n<h4>2. Criar uma tabela no Couchbase<\/h4>\n<p>Voc\u00ea pode criar uma cole\u00e7\u00e3o (ou tabela) no Couchbase e preench\u00ea-la com dados de outra fonte de dados do MindsDB. Por exemplo, para armazenar embeddings de vetores de um banco de dados MySQL:<\/p>\n<pre class=\"nums:false lang:default decode:true\">CREATE TABLE couchbase_vectorsource.test_embeddings (\r\n  SELECT embeddings\r\n  FROM mysql_datasource.test_embeddings\r\n);\r\n<\/pre>\n<p>Neste exemplo, <em>fonte de dados mysq<\/em> refere-se a outra fonte de dados do MindsDB conectada a um banco de dados MySQL. O <em>Test_embeddings<\/em> cont\u00e9m os embeddings que voc\u00ea deseja armazenar no Couchbase.<\/p>\n<h4>3. Realiza\u00e7\u00e3o de pesquisa de vetores<\/h4>\n<p>Para realizar uma pesquisa de vetores, use uma consulta como a abaixo.<\/p>\n<pre class=\"nums:false lang:default decode:true\">SELECT *\r\nFROM couchbase_vectorsource.test_embeddings\r\nWHERE embeddings = (\r\n  SELECT embeddings\r\n  FROM mysql_datasource.test_embeddings\r\n  LIMIT 1\r\n);\r\n<\/pre>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/01\/image1.gif\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-16761\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/01\/image1.gif\" alt=\"\" width=\"800\" height=\"464\" \/><\/a><\/p>\n<h3>Conclus\u00e3o<\/h3>\n<p>Essa integra\u00e7\u00e3o permite que voc\u00ea combine facilmente o armazenamento vetorial de alto desempenho do Couchbase com os recursos de aprendizado de m\u00e1quina do MindsDB, possibilitando o desenvolvimento de aplicativos inteligentes e dimension\u00e1veis com o m\u00ednimo de esfor\u00e7o. Se voc\u00ea estiver criando sistemas de recomenda\u00e7\u00e3o, pesquisa sem\u00e2ntica ou outras solu\u00e7\u00f5es orientadas por IA, essa combina\u00e7\u00e3o avan\u00e7ada fornece as ferramentas necess\u00e1rias para o sucesso.<\/p>\n<h3>Pr\u00f3ximas etapas<\/h3>\n<p>Mais informa\u00e7\u00f5es est\u00e3o dispon\u00edveis em <a href=\"https:\/\/docs.mindsdb.com\/\">Documenta\u00e7\u00e3o do MindsDB<\/a>incluindo um guia de integra\u00e7\u00e3o para <a href=\"https:\/\/docs.mindsdb.com\/integrations\/vector-db-integrations\/couchbase\">Couchbase<\/a>.<\/p>\n<p>Boa codifica\u00e7\u00e3o!<\/p>\n<p><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>We\u2019re thrilled to announce that Couchbase is now supported as a vector store in MindsDB, bringing together the best of both worlds: MindsDB\u2019s cutting-edge machine learning capabilities and Couchbase\u2019s high-performance vector storage. With this new integration, users can seamlessly combine [&hellip;]<\/p>","protected":false},"author":85563,"featured_media":16764,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10122,2242,2225,1816,9973,9937],"tags":[10078],"ppma_author":[10077],"class_list":["post-16759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-connectors","category-cloud","category-couchbase-server","category-generative-ai-genai","category-vector-search","tag-mindsdb"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v26.1.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Introducing Couchbase as a Vector Store in MindsDB<\/title>\n<meta name=\"description\" content=\"Combine Couchbase and MindsDB to unlock AI-driven 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