Update README.md

README.md

@@ -30,7 +30,7 @@ Our platform supports top vector database solutions like Qdrant, Milvus, pgvecto
 	•	One-Click Deployment: Easily deploy industry-leading vector databases with the click of a button.
 	•	Secure API Access: Obtain secure, isolated API keys for integration with your existing systems.
 	•	Real-Time Performance Monitoring: Track CPU usage and API calls in real-time to ensure optimal database performance.
-	•	Proactive Alerts and Notifications: Get notified about potential issues to help maintain system health and responsiveness.
+	•	Custom Alerts and Notifications: Get notified about potential issues to help maintain system health and responsiveness.
 	•	Semantic Search Capabilities: Enhance data retrieval with advanced semantic search, accessible via API or dashboard.
 	•	Sector-Specific AI Chatbot: Interact with a RAG (Retrieval-Augmented Generation) chatbot trained on key documentation to receive recommendations and insights tailored to your industry.
 
@@ -76,8 +76,7 @@ Check our [Contributing Guide](https://gurhub.com/vectordbcloud/contribution.md)
 Join our community discussions, share your use cases, and collaborate with other users:
 
 	•	Community Discussion Page
-	•	[Join our Slack/Discord](link if applicable)
-	•	Follow us on (https://huggingface.co/vectordbcloud)
+	•	Follow us on https://huggingface.co/vectordbcloud
 
 
 # 📬 Contact Us
@@ -85,6 +84,6 @@ Join our community discussions, share your use cases, and collaborate with other
 Have questions or need support? Reach out to us:
 
 	•	Email: [email protected]
-	•	Website: (https://vectordbcloud.com)
-	•	Social Media: (https://x.com/vectordbcloud) and [LinkedIn](https://linkedin.com/company/vectordbcloud) for updates and news.
+	•	Website: https://vectordbcloud.com
+	•	Social Media: https://x.com/vectordbcloud and https://linkedin.com/company/vectordbcloud for updates and news.