last update

qdrant-landing/content/blog/hybrid-cloud-launch-partners.md

@@ -26,9 +26,7 @@ We are excited to have trusted industry players support the launch of Qdrant Hyb
 
 #### Tutorials and Use Cases That Leverage Qdrant Hybrid Cloud and Trusted Partner Technologies
 
-// Visual for Tutorials Partner Tutorials (Qdrant Hybrid Cloud )
-
----
+![Hybrid Cloud Launch Partners Tutorials](/blog/hybrid-cloud-launch-partners/hybrid-cloud-launch-partners-tutorials.png)
 
 Together with our launch partners, we created in-depth tutorials and use cases for production-ready vector search that explain how developers can leverage Qdrant Hybrid Cloud alongside the best-in-class solutions of our launch partners. This provies to have the most flexible foundation to build modern, customer-centric AI applications with endless deployment options and full data sovereignty. Let’s dive right in:
 

qdrant-landing/content/documentation/examples/rag-chatbot-scaleway.md

@@ -5,7 +5,7 @@ aliases:
   - /documentation/tutorials/rag-chatbot-scaleway/
 ---
 
-# Blog-Reading RAG Chatbot on Scaleway
+# Blog-Reading RAG Chatbot 
 
 | Time: 90 min | Level: Advanced |[GitHub](https://github.com/qdrant/examples/blob/master/langchain-lcel-rag/Langchain-LCEL-RAG-Demo.ipynb)|    |
 |--------------|-----------------|--|----|

qdrant-landing/content/documentation/examples/recommendation-system-ovhcloud.md

@@ -5,7 +5,7 @@ aliases:
   - /documentation/tutorials/recommendation-system-ovhcloud/
 ---
 
-# Movie Recommendation System on OVHcloud
+# Movie Recommendation System 
 
 | Time: 120 min | Level: Advanced | Output: [GitHub](https://github.com/infoslack/qdrant-example/blob/main/HC-demo/HC-OVH.ipynb) |
 | --- | ----------- | ----------- |----------- |