Update 2-azure-openai-studio-for-dialogue-systems.md

Author: kprks

learn-pr/philanthropies/forging-voices-from-data/includes/2-azure-openai-studio-for-dialogue-systems.md

@@ -1,52 +1,44 @@
-## Azure OpenAI Studio for Dialogue Systems
-
 Azure OpenAI Studio is a cloud-based platform that lets you build, customize, and deploy AI-powered dialogue systems using cutting-edge language models. With its user-friendly tools and connection to Microsoft Azure, it makes creating intelligent, scalable applications easier for both technical and non-technical teams.
 
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-
-### What Is Azure OpenAI Studio?
+## What is Azure OpenAI Studio?
 
 Azure OpenAI Studio gives you an interactive space to work with models like GPT-3, GPT-4, and Codex. You can quickly design, test, and launch AI-powered applications that understand and generate human-like language.
 
-**Key Features:**
-- **Prompt Playground** — Test prompts live and see how the model responds.
-- **Custom Deployments** — Create and manage model endpoints for real apps.
-- **Secure Infrastructure** — Built on Azure, offering top-level security and compliance.
+**Key features:**
+- **Prompt playground** — Test prompts live and see how the model responds.
+- **Custom deployments** — Create and manage model endpoints for real apps.
+- **Secure infrastructure** — Built on Azure, offering top-level security and compliance.
 
-**Why Use Azure?**
+**Why use Azure?**
 - **Scalable** — Easily handle thousands of users at once.
 - **Integrated** — Connect smoothly with other Azure services (like Logic Apps or Power Automate).
-- **Real-Time Testing** — Check and improve model behavior right inside the Studio.
+- **Real-time testing** — Check and improve model behavior right inside the Studio.
 
 Azure OpenAI Studio helps you move smoothly from idea to production, all in one place.
 
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-
-### What Can You Do with Azure OpenAI Studio?
+## What can you do with Azure OpenAI Studio?
 
 Azure OpenAI Studio offers powerful tools to tailor models to your project and audience.
 
-**Model Options:**
+**Model options:**
 - **GPT-3 / GPT-4** — Great for natural conversations, chatbots, and content generation.
 - **Codex** — Perfect for code generation or developer-focused tools.
 
-**Custom Training:**
+**Custom training:**
 - Upload your own datasets (like FAQs or customer chats).
 - Fine-tune the model for better, domain-specific results.
 - Use prompt engineering to adjust tone, style, or behavior.
 
-**Easy Integrations:**
+**Easy integrations:**
 - **Azure Cognitive Services** — Add speech-to-text, sentiment analysis, or translation.
 - **Power Automate** — Build workflows triggered by chat inputs.
 - **Logic Apps** — Connect to databases, CRMs, or APIs without heavy coding.
 
-**Deploy Anywhere:**
+**Deploy anywhere:**
 - Launch chatbots on websites, mobile apps, Microsoft Teams, or social media.
 - Build once, deploy across all platforms for a consistent experience.
 
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-
-### Real-Time Testing and Feedback
+## Real-Time Testing and Feedback
 
 Azure OpenAI Studio makes it simple to test your system as you build.