move article to build

qdrant-landing/content/documentation/examples/Qdrant-DSPy-medicalbot.md

@@ -1,21 +1,6 @@
 ---
-title: "Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy"
-short_description: "How to build a medical chatbot grounded in medical literature with Qdrant and DSPy."
-description: "Discover how to use a vector database such Qdrant when building medical chatbot to ensure factual and up-to-date information."
-social_preview_image: /articles_data/Qdrant-DSPy-medicalbot/preview/social_preview.jpg
-preview_dir: /articles_data/Qdrant-DSPy-medicalbot/preview
-weight: -170
-author: Derrick Mwiti
-date: 2025-06-17T00:00:00+03:00
-draft: false
-keywords:
-    - rag
-    - dspy
-    - feedback
-    - semantic search 
-    - search
-    - informational retrieval
-category: machine-learning
+title: Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy
+weight: 18
 ---
 # Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy
 

qdrant-landing/content/documentation/examples/_index.md

@@ -18,6 +18,7 @@ partition: build
 | [Blog-Reading RAG Chatbot](/documentation/examples/rag-chatbot-scaleway/)                                 | Develop a RAG-based Chatbot on Scaleway and with LangChain                | Qdrant, LangChain, GPT-4o   
 | [Movie Recommendation System](/documentation/examples/recommendation-system-ovhcloud/)                                 | Build a Movie Recommendation System with LlamaIndex and With JinaAI             | Qdrant |
 | [GraphRAG Agent](/documentation/examples/graphrag-qdrant-neo4j/)                                 | Build a GraphRAG Agent with Neo4J and Qdrant               | Qdrant, Neo4j |
+| [Building a Chain-of-Thought Medical Chatbot with Qdrant and DSPy](/documentation/examples/Qdrant-DSPy-medicalbot/)                                 | How to build a medical chatbot grounded in medical literature with Qdrant and DSPy.              | Qdrant, DSPy |