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    <title>topic Learn Databricks Agent Bricks | Build Enterprise RAG Agents in Community Articles</title>
    <link>https://community.databricks.com/t5/community-articles/learn-databricks-agent-bricks-build-enterprise-rag-agents/m-p/165999#M1441</link>
    <description>&lt;DIV style="width: 100%; margin: 0 auto; font-family: Arial,Helvetica,sans-serif; color: #0b2b45;"&gt;
&lt;DIV style="background-color: #04355d; padding: 32px 34px 30px 34px; border-radius: 14px 14px 0 0; overflow: hidden;"&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-left" image-alt="DAT_Stacked_Lock_up_Full_Color_White@2x.png" style="width: 104px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/29975iB27742B0C457B7AC/image-size/medium?v=v2&amp;amp;px=400" width="104" role="button" title="DAT_Stacked_Lock_up_Full_Color_White@2x.png" alt="DAT_Stacked_Lock_up_Full_Color_White@2x.png" /&gt;&lt;/span&gt;
&lt;DIV style="color: #9cc5e6; font-size: 13px; font-weight: bold; letter-spacing: 2px; text-transform: uppercase;"&gt;Databricks Training &amp;amp; Certifications&lt;/DIV&gt;
&lt;DIV style="color: #ffffff; font-size: 26px; font-weight: 800; line-height: 1.25; margin-top: 4px;"&gt;Learn Databricks Agent Bricks &lt;span class="lia-unicode-emoji" title=":robot_face:"&gt;🤖&lt;/span&gt;&lt;/DIV&gt;
&lt;DIV style="color: #cfe3f5; font-size: 14px; margin-top: 6px;"&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; Build, retrieve, and ship production-ready AI agents on your own data.&lt;/DIV&gt;
&lt;DIV style="height: 4px; width: 80px; background-color: #2272b4; border-radius: 4px; margin-top: 16px;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="background-color: #eef4fa; padding: 24px 34px 28px 34px;"&gt;
&lt;DIV style="text-align: center; margin-bottom: 22px;"&gt;&lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 13px; font-weight: 800; padding: 8px 16px; border-radius: 24px; text-decoration: none; margin: 0 5px 8px 0;" target="_blank"&gt;&lt;span class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:"&gt;🔍&lt;/span&gt; Retrieval (RAG)&lt;/A&gt; &lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 13px; font-weight: 800; padding: 8px 16px; border-radius: 24px; text-decoration: none; margin: 0 5px 8px 0;" target="_blank"&gt;🧠 Knowledge Assistants&lt;/A&gt; &lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 13px; font-weight: 800; padding: 8px 16px; border-radius: 24px; text-decoration: none; margin: 0 5px 8px 0;" target="_blank"&gt;&lt;span class="lia-unicode-emoji" title=":link:"&gt;🔗&lt;/span&gt; Vector Search&lt;/A&gt;&lt;/DIV&gt;
&lt;DIV style="font-size: 17px; line-height: 1.6; color: #0b2b45;"&gt;Want to build AI agents that actually ship? &lt;STRONG&gt;Agent Bricks&lt;/STRONG&gt; is the Databricks way to build, evaluate, and deploy high-quality agents on your own enterprise data - grounded in your knowledge, governed by Unity Catalog, and ready for production.&lt;/DIV&gt;
&lt;DIV style="font-size: 17px; line-height: 1.6; color: #0b2b45; margin-top: 14px;"&gt;The catalog's hands-on course, &lt;STRONG&gt;Building RAG Agents with Agent Bricks&lt;/STRONG&gt;, comes in &lt;STRONG&gt;three formats&lt;/STRONG&gt; - free and self-paced, or paid with a live instructor and labs. Pick the one that fits how you like to learn. &lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_down:"&gt;👇&lt;/span&gt;&lt;/DIV&gt;
&lt;DIV style="margin: 30px 0 14px 0;"&gt;&lt;SPAN&gt;The course&lt;/SPAN&gt; &lt;SPAN&gt;· Associate · Hands-on&lt;/SPAN&gt;&lt;/DIV&gt;
&lt;DIV style="background-color: #ffffff; border-left: 5px solid #2272b4; border-radius: 0 12px 12px 0; padding: 20px 22px; margin-bottom: 6px;"&gt;&lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 12px; font-weight: 800; padding: 4px 12px; border-radius: 20px; text-decoration: none;" target="_blank"&gt;Associate&lt;/A&gt;
&lt;DIV style="font-size: 18px; font-weight: 800; color: #0b2b45; line-height: 1.3; margin-top: 10px;"&gt;Building RAG Agents with Agent Bricks&lt;/DIV&gt;
&lt;DIV style="font-size: 14px; line-height: 1.55; color: #4a6478; margin-top: 8px;"&gt;Hands-on training for building retrieval agents with Agent Bricks - explore and query Knowledge Assistants, parse unstructured documents into structured data with AI Functions, chunk text for semantic retrieval, build Vector Search indexes, and ship production-ready Knowledge Assistants backed by multiple knowledge sources.&lt;/DIV&gt;
&lt;DIV style="margin-top: 16px;"&gt;
&lt;DIV style="font-size: 12px; font-weight: 800; color: #0e538b; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 8px;"&gt;What you'll build&lt;/DIV&gt;
&lt;DIV style="font-size: 14px; line-height: 1.75; color: #0b2b45;"&gt;✓&amp;nbsp; Query and explore Knowledge Assistants&lt;BR /&gt;✓&amp;nbsp; Parse documents into structured data with AI Functions&lt;BR /&gt;✓&amp;nbsp; Build Vector Search indexes for semantic retrieval&lt;BR /&gt;✓&amp;nbsp; Ship production-ready Knowledge Assistants&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="margin-top: 18px;"&gt;&lt;A style="display: inline-block; background-color: #2272b4; color: #ffffff; font-size: 13px; font-weight: 800; text-decoration: none; padding: 10px 18px; border-radius: 8px; margin: 0 8px 8px 0;" href="https://www.databricks.com/training/catalog/building-rag-agents-with-agent-bricks-5857?itm_source=www&amp;amp;itm_category=training&amp;amp;itm_page=catalog&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=building-rag-agents-with-agent-bricks-5857" target="_blank"&gt;Free · Self-paced · 2h →&lt;/A&gt; &lt;A style="display: inline-block; background-color: #04355d; color: #ffffff; font-size: 13px; font-weight: 800; text-decoration: none; padding: 10px 18px; border-radius: 8px; margin: 0 8px 8px 0;" href="https://www.databricks.com/training/catalog/building-rag-agents-with-agent-bricks-5780?itm_source=www&amp;amp;itm_category=training&amp;amp;itm_page=catalog&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=building-rag-agents-with-agent-bricks-5780" target="_blank"&gt;Paid · Instructor-led + Lab · 4h →&lt;/A&gt; &lt;A style="display: inline-block; background-color: #04355d; color: #ffffff; font-size: 13px; font-weight: 800; text-decoration: none; padding: 10px 18px; border-radius: 8px; margin: 0 8px 8px 0;" href="https://www.databricks.com/training/catalog/building-rag-agents-with-agent-bricks-5848?itm_source=www&amp;amp;itm_category=training&amp;amp;itm_page=catalog&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=building-rag-agents-with-agent-bricks-5848" target="_blank"&gt;Paid / Subscription · Lab · 3h →&lt;/A&gt;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="text-align: center; margin-top: 24px;"&gt;&lt;A style="display: inline-block; background-color: #2272b4; color: #ffffff; font-size: 15px; font-weight: 800; text-decoration: none; padding: 14px 30px; border-radius: 8px;" href="https://www.databricks.com/training/catalog?search=agent+bricks" target="_blank"&gt;Browse all Agent Bricks courses in the catalog →&lt;/A&gt;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="background-color: #04355d; padding: 22px 34px; border-radius: 0 0 14px 14px; text-align: center;"&gt;
&lt;DIV style="color: #cfe3f5; font-size: 13px; line-height: 1.6;"&gt;Build agents that actually work. Learn Agent Bricks the right way with official Databricks training.&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;</description>
    <pubDate>Wed, 19 Aug 2026 16:47:04 GMT</pubDate>
    <dc:creator>Tushar_Parekar</dc:creator>
    <dc:date>2026-08-19T16:47:04Z</dc:date>
    <item>
      <title>Learn Databricks Agent Bricks | Build Enterprise RAG Agents</title>
      <link>https://community.databricks.com/t5/community-articles/learn-databricks-agent-bricks-build-enterprise-rag-agents/m-p/165999#M1441</link>
      <description>&lt;DIV style="width: 100%; margin: 0 auto; font-family: Arial,Helvetica,sans-serif; color: #0b2b45;"&gt;
&lt;DIV style="background-color: #04355d; padding: 32px 34px 30px 34px; border-radius: 14px 14px 0 0; overflow: hidden;"&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-left" image-alt="DAT_Stacked_Lock_up_Full_Color_White@2x.png" style="width: 104px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/29975iB27742B0C457B7AC/image-size/medium?v=v2&amp;amp;px=400" width="104" role="button" title="DAT_Stacked_Lock_up_Full_Color_White@2x.png" alt="DAT_Stacked_Lock_up_Full_Color_White@2x.png" /&gt;&lt;/span&gt;
&lt;DIV style="color: #9cc5e6; font-size: 13px; font-weight: bold; letter-spacing: 2px; text-transform: uppercase;"&gt;Databricks Training &amp;amp; Certifications&lt;/DIV&gt;
&lt;DIV style="color: #ffffff; font-size: 26px; font-weight: 800; line-height: 1.25; margin-top: 4px;"&gt;Learn Databricks Agent Bricks &lt;span class="lia-unicode-emoji" title=":robot_face:"&gt;🤖&lt;/span&gt;&lt;/DIV&gt;
&lt;DIV style="color: #cfe3f5; font-size: 14px; margin-top: 6px;"&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; Build, retrieve, and ship production-ready AI agents on your own data.&lt;/DIV&gt;
&lt;DIV style="height: 4px; width: 80px; background-color: #2272b4; border-radius: 4px; margin-top: 16px;"&gt;&amp;nbsp;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="background-color: #eef4fa; padding: 24px 34px 28px 34px;"&gt;
&lt;DIV style="text-align: center; margin-bottom: 22px;"&gt;&lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 13px; font-weight: 800; padding: 8px 16px; border-radius: 24px; text-decoration: none; margin: 0 5px 8px 0;" target="_blank"&gt;&lt;span class="lia-unicode-emoji" title=":magnifying_glass_tilted_left:"&gt;🔍&lt;/span&gt; Retrieval (RAG)&lt;/A&gt; &lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 13px; font-weight: 800; padding: 8px 16px; border-radius: 24px; text-decoration: none; margin: 0 5px 8px 0;" target="_blank"&gt;🧠 Knowledge Assistants&lt;/A&gt; &lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 13px; font-weight: 800; padding: 8px 16px; border-radius: 24px; text-decoration: none; margin: 0 5px 8px 0;" target="_blank"&gt;&lt;span class="lia-unicode-emoji" title=":link:"&gt;🔗&lt;/span&gt; Vector Search&lt;/A&gt;&lt;/DIV&gt;
&lt;DIV style="font-size: 17px; line-height: 1.6; color: #0b2b45;"&gt;Want to build AI agents that actually ship? &lt;STRONG&gt;Agent Bricks&lt;/STRONG&gt; is the Databricks way to build, evaluate, and deploy high-quality agents on your own enterprise data - grounded in your knowledge, governed by Unity Catalog, and ready for production.&lt;/DIV&gt;
&lt;DIV style="font-size: 17px; line-height: 1.6; color: #0b2b45; margin-top: 14px;"&gt;The catalog's hands-on course, &lt;STRONG&gt;Building RAG Agents with Agent Bricks&lt;/STRONG&gt;, comes in &lt;STRONG&gt;three formats&lt;/STRONG&gt; - free and self-paced, or paid with a live instructor and labs. Pick the one that fits how you like to learn. &lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_down:"&gt;👇&lt;/span&gt;&lt;/DIV&gt;
&lt;DIV style="margin: 30px 0 14px 0;"&gt;&lt;SPAN&gt;The course&lt;/SPAN&gt; &lt;SPAN&gt;· Associate · Hands-on&lt;/SPAN&gt;&lt;/DIV&gt;
&lt;DIV style="background-color: #ffffff; border-left: 5px solid #2272b4; border-radius: 0 12px 12px 0; padding: 20px 22px; margin-bottom: 6px;"&gt;&lt;A style="display: inline-block; background-color: #dcebf7; color: #0e538b; font-size: 12px; font-weight: 800; padding: 4px 12px; border-radius: 20px; text-decoration: none;" target="_blank"&gt;Associate&lt;/A&gt;
&lt;DIV style="font-size: 18px; font-weight: 800; color: #0b2b45; line-height: 1.3; margin-top: 10px;"&gt;Building RAG Agents with Agent Bricks&lt;/DIV&gt;
&lt;DIV style="font-size: 14px; line-height: 1.55; color: #4a6478; margin-top: 8px;"&gt;Hands-on training for building retrieval agents with Agent Bricks - explore and query Knowledge Assistants, parse unstructured documents into structured data with AI Functions, chunk text for semantic retrieval, build Vector Search indexes, and ship production-ready Knowledge Assistants backed by multiple knowledge sources.&lt;/DIV&gt;
&lt;DIV style="margin-top: 16px;"&gt;
&lt;DIV style="font-size: 12px; font-weight: 800; color: #0e538b; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 8px;"&gt;What you'll build&lt;/DIV&gt;
&lt;DIV style="font-size: 14px; line-height: 1.75; color: #0b2b45;"&gt;✓&amp;nbsp; Query and explore Knowledge Assistants&lt;BR /&gt;✓&amp;nbsp; Parse documents into structured data with AI Functions&lt;BR /&gt;✓&amp;nbsp; Build Vector Search indexes for semantic retrieval&lt;BR /&gt;✓&amp;nbsp; Ship production-ready Knowledge Assistants&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="margin-top: 18px;"&gt;&lt;A style="display: inline-block; background-color: #2272b4; color: #ffffff; font-size: 13px; font-weight: 800; text-decoration: none; padding: 10px 18px; border-radius: 8px; margin: 0 8px 8px 0;" href="https://www.databricks.com/training/catalog/building-rag-agents-with-agent-bricks-5857?itm_source=www&amp;amp;itm_category=training&amp;amp;itm_page=catalog&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=building-rag-agents-with-agent-bricks-5857" target="_blank"&gt;Free · Self-paced · 2h →&lt;/A&gt; &lt;A style="display: inline-block; background-color: #04355d; color: #ffffff; font-size: 13px; font-weight: 800; text-decoration: none; padding: 10px 18px; border-radius: 8px; margin: 0 8px 8px 0;" href="https://www.databricks.com/training/catalog/building-rag-agents-with-agent-bricks-5780?itm_source=www&amp;amp;itm_category=training&amp;amp;itm_page=catalog&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=building-rag-agents-with-agent-bricks-5780" target="_blank"&gt;Paid · Instructor-led + Lab · 4h →&lt;/A&gt; &lt;A style="display: inline-block; background-color: #04355d; color: #ffffff; font-size: 13px; font-weight: 800; text-decoration: none; padding: 10px 18px; border-radius: 8px; margin: 0 8px 8px 0;" href="https://www.databricks.com/training/catalog/building-rag-agents-with-agent-bricks-5848?itm_source=www&amp;amp;itm_category=training&amp;amp;itm_page=catalog&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=building-rag-agents-with-agent-bricks-5848" target="_blank"&gt;Paid / Subscription · Lab · 3h →&lt;/A&gt;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="text-align: center; margin-top: 24px;"&gt;&lt;A style="display: inline-block; background-color: #2272b4; color: #ffffff; font-size: 15px; font-weight: 800; text-decoration: none; padding: 14px 30px; border-radius: 8px;" href="https://www.databricks.com/training/catalog?search=agent+bricks" target="_blank"&gt;Browse all Agent Bricks courses in the catalog →&lt;/A&gt;&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;DIV style="background-color: #04355d; padding: 22px 34px; border-radius: 0 0 14px 14px; text-align: center;"&gt;
&lt;DIV style="color: #cfe3f5; font-size: 13px; line-height: 1.6;"&gt;Build agents that actually work. Learn Agent Bricks the right way with official Databricks training.&lt;/DIV&gt;
&lt;/DIV&gt;
&lt;/DIV&gt;</description>
      <pubDate>Wed, 19 Aug 2026 16:47:04 GMT</pubDate>
      <guid>https://community.databricks.com/t5/community-articles/learn-databricks-agent-bricks-build-enterprise-rag-agents/m-p/165999#M1441</guid>
      <dc:creator>Tushar_Parekar</dc:creator>
      <dc:date>2026-08-19T16:47:04Z</dc:date>
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