diff --git a/examples/agents-integrations/agno-agents/.env.example b/examples/agents-integrations/agno-agents/.env.example
index fcb2861ab..a6d1a6e06 100644
--- a/examples/agents-integrations/agno-agents/.env.example
+++ b/examples/agents-integrations/agno-agents/.env.example
@@ -1,8 +1,16 @@
-GOOGLE_API_KEY= 
+# Google API Configuration
+GOOGLE_API_KEY=your_google_api_key_here
+
+# LLM Provider Configuration
 LLM_PROVIDER=gemini
 LLM_MODEL=gemini/gemini-2.5-flash
-LLM_API_KEY=
+LLM_API_KEY=your_llm_api_key_here
+
+# Embedding Configuration
 EMBEDDING_PROVIDER=fastembed
 EMBEDDING_MODEL=jinaai/jina-embeddings-v2-base-en
 EMBEDDING_DIMENSIONS=768
-QDRANT_URL=http://localhost:6333
\ No newline at end of file
+
+# Qdrant Vector Database Configuration
+QDRANT_URL=https://your-qdrant-instance.example.com:6333
+QDRANT_API_KEY=your_qdrant_api_key_here