{"id":5,"date":"2026-08-24T13:20:36","date_gmt":"2026-08-24T13:20:36","guid":{"rendered":"http:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/?p=5"},"modified":"2026-09-06T20:20:22","modified_gmt":"2026-09-06T20:20:22","slug":"it-consultancy","status":"publish","type":"post","link":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/?p=5","title":{"rendered":"GEN-AI"},"content":{"rendered":"<p class=\"p1\">Few easy steps to integrate an AI Chat Model into a Spring Boot web application using Spring AI:<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p class=\"p1\">1. Create a Spring Boot web application.<\/p>\n<p class=\"p1\">2. Develop a REST API within the application to facilitate communication with the AI model.<\/p>\n<p class=\"p1\">3. Implement an Angular or React frontend to provide the user interface for the web application.<\/p>\n<ul>\n<li class=\"p1\">Prerequisites:<\/li>\n<li class=\"p1\">JDK 11+<\/li>\n<li class=\"p1\">Maven or Gradle<\/li>\n<li class=\"p1\">Basic understanding of AI\/ML concepts<\/li>\n<li class=\"p1\">AI Chat Model API key and details from an AI model provider (e.g., OpenAI or Gemini)<\/li>\n<li class=\"p1\">Familiarity with a frontend framework like Angular or React<\/li>\n<\/ul>\n<p class=\"p1\">Steps:<\/p>\n<p class=\"p1\">1. Create a Spring Boot project using [Spring Initializer] (<strong>http:\/\/start.spring.io<\/strong>).<\/p>\n<p class=\"p1\">2. Select and add the following dependencies:<\/p>\n<ul>\n<li class=\"p1\">&#8216;spring-boot-starter-web&#8217; for RESTful services<\/li>\n<li class=\"p1\">&#8216;<strong>spring-boot-starter-ai<\/strong>&#8216; or &#8216;<strong>spring-ai-openai-spring-boot-starter<\/strong>&#8216; for integrating AI models<\/li>\n<li class=\"p1\">&#8216;<strong>jackson-databind<\/strong>&#8216; for JSON processing<\/li>\n<\/ul>\n<p class=\"p1\">3. Configure the application settings in &#8216;<strong>application.yml&#8217;<\/strong>\u00a0or &#8216;<strong>application.properties<\/strong>&#8216; with your API key.<\/p>\n<p class=\"p1\">4. Create a &#8216;<strong>ChatClient<\/strong>&#8216; bean or custom classes\/interfaces for the ChatClient in Spring AI.<\/p>\n<p class=\"p1\">5. Develop a service class using the ChatClient implementation to interact with the AI model, including:<\/p>\n<p class=\"p1\">Adding HTTP request headers:<\/p>\n<p class=\"p1\">ContentType = <strong>MediaType.APPLICATION_JSON<\/strong><\/p>\n<p class=\"p1\">Authorization = &#8220;<strong>Bearer<\/strong> <strong>AI_Model_API_Key&#8221;<\/strong><\/p>\n<h4 class=\"p1\"><strong>Defining Spring AI API call request parameters:<\/strong><\/h4>\n<p class=\"p1\"><strong>Model<\/strong> = <strong>gpt-3.5-turbo<\/strong> (AI Model Name)<\/p>\n<p class=\"p1\"><strong>Temperature<\/strong> = <strong>1<\/strong> (Fine-Tuning Parameter)<\/p>\n<p class=\"p1\"><strong>max_tokens<\/strong> = 111 (Fine-Tuning Parameter)<\/p>\n<p class=\"p1\">messages in the following JSON schema format:<\/p>\n<p class=\"p1\">[ {&#8220;<strong>role<\/strong>&#8220;: &#8220;user&#8221;, &#8220;<strong>content<\/strong>&#8220;: &#8220;&lt;User-Input-Prompt&gt;&#8221;} \u00a0]<\/p>\n<p class=\"p1\">(<strong>Rest Api Call Request_Body Schema<\/strong>)<\/p>\n<p class=\"p1\">6.\u00a0\u00a0\u00a0\u00a0Create a\u00a0RestController\u00a0to enable the\u00a0ChatClient functionality as API.<span class=\"Apple-converted-space\">\u00a0<\/span><\/p>\n<p class=\"p1\">Ex &#8211; &#8220;\/api\/ai\/chatbot&#8221;.<\/p>\n<p class=\"p1\">7.\u00a0\u00a0\u00a0\u00a0Create a SPA-GUI to invoke RestController using Angular or React etc.<\/p>\n<p class=\"p1\">8.\u00a0\u00a0\u00a0\u00a0Configure CORS to enable communication between the frontend and backend (RestAPI).<\/p>\n<p class=\"p1\">Chat_Model interaction steps \u2013<\/p>\n<ul>\n<li class=\"p3\">Run Spring Boot Application<\/li>\n<li class=\"p3\">Open GUI Page.<\/li>\n<li class=\"p3\">Enter user-prompt as user-input.<\/li>\n<\/ul>\n<p class=\"p3\">Get Response from AI_Model-Prpvider.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Few easy steps to integrate an AI Chat Model into a Spring Boot web application using Spring AI<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-5","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=\/wp\/v2\/posts\/5","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5"}],"version-history":[{"count":3,"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=\/wp\/v2\/posts\/5\/revisions"}],"predecessor-version":[{"id":178,"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=\/wp\/v2\/posts\/5\/revisions\/178"}],"wp:attachment":[{"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/createwithnaturalwisdom.com\/ajavadeveloperdetails\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}