Merge branch 'master' into course/multi-vector-search

qdrant-landing/content/learn/_index.md

@@ -59,17 +59,17 @@ content:
       title: Tutorials
       description: Step-by-step guides and video content for hands-on learning with practical examples and real-world applications.
       list:
-        title: "Tutorial levels:"
+        title: "Tutorial categories:"
         elements:
-            - "Vector Search Basics"
-            - "Advanced Retrieval"
-            - "Using the Database"
+            - "Search Engineering"
+            - "Operations and Scale"
+            - "Develop and Implement"
       
       link:
-        url: /documentation/database-tutorials/
+        url: /documentation/tutorials-lp-overview
         text: Explore Tutorials
   - partial: documentation/sections/cards-section
-    title: Quick Start
+    title: Quickstart
     description: 
     cardsPartial: documentation/cards/docs-cards
     cardsPerRow: 2
@@ -79,18 +79,18 @@ content:
         src: /icons/outline/rocket-blue.svg
         alt: Rocket icon
       title: New to Vector Search?
-      description: Start with our beginner-friendly articles on vector embeddings and basic concepts.
+      description: Start with our beginner-friendly exercises on vector embeddings and basic concepts.
       link:
         text: Start Learning
-        url: /documentation/beginner-tutorials/
+        url: /documentation/tutorials-basics
     - id: 2
       icon:
         src: /icons/outline/hacker-purple.svg
         alt: Hacker icon
       title: Ready to Build?
-      description: Jump into practical examples and integration guides to implement Qdrant in your projects.
+      description: Build out practical projects using our example prototypes and integration guides.
       link:
         text: View Examples
-        url: /documentation/advanced-tutorials/
+        url: /documentation/examples/
 ---
 

qdrant-landing/content/learn/ref-courses-essential.md

@@ -1,8 +1,8 @@
 ---
 #Delimiter files are used to separate the list of documentation pages into sections.
 type: reference
-reference: /documentation/advanced-tutorials
-weight: 320
+reference: /course/essentials
+weight: 210
 sitemapExclude: True
 _build:
   publishResources: false

qdrant-landing/content/learn/ref-courses-multivector.md

@@ -0,0 +1,7 @@
+---
+title: "Multi-Vector Retrieval"
+weight: 230
+type: external-link
+external_url: https://www.deeplearning.ai/short-courses/multi-vector-image-retrieval/
+partition: learn
+---

qdrant-landing/content/learn/ref-courses-retrieval-optimization.md

@@ -0,0 +1,7 @@
+---
+title: "Retrieval Optimization"
+weight: 220
+type: external-link
+external_url: https://www.deeplearning.ai/short-courses/retrieval-optimization-from-tokenization-to-vector-quantization/
+partition: learn
+---

qdrant-landing/content/learn/ref-tutorials-basics.md

@@ -1,8 +1,8 @@
 ---
 #Delimiter files are used to separate the list of documentation pages into sections.
 type: reference
-reference: /documentation/database-tutorials
-weight: 330
+reference: /documentation/tutorials-basics
+weight: 311
 sitemapExclude: True
 _build:
   publishResources: false

qdrant-landing/content/learn/ref-tutorials-develop.md

@@ -0,0 +1,11 @@
+---
+#Delimiter files are used to separate the list of documentation pages into sections.
+type: reference
+reference: /documentation/tutorials-develop
+weight: 315
+sitemapExclude: True
+_build:
+  publishResources: false
+  render: never
+partition: learn
+---

qdrant-landing/content/learn/ref-tutorials-operations.md

@@ -0,0 +1,11 @@
+---
+#Delimiter files are used to separate the list of documentation pages into sections.
+type: reference
+reference: /documentation/tutorials-operations
+weight: 314
+sitemapExclude: True
+_build:
+  publishResources: false
+  render: never
+partition: learn
+---

qdrant-landing/content/learn/ref-tutorials-overview.md

@@ -1,7 +1,7 @@
 ---
 #Delimiter files are used to separate the list of documentation pages into sections.
 type: reference
-reference: /documentation/beginner-tutorials
+reference: /documentation/tutorials-lp-overview
 weight: 310
 sitemapExclude: True
 _build:

qdrant-landing/content/learn/ref-tutorials-search-engineering.md

@@ -0,0 +1,11 @@
+---
+#Delimiter files are used to separate the list of documentation pages into sections.
+type: reference
+reference: /documentation/tutorials-search-engineering
+weight: 312
+sitemapExclude: True
+_build:
+  publishResources: false
+  render: never
+partition: learn
+---