Shield your Copilot with Azure AI

Описание: Explore the powerful session from the Delhi Tech Community on 'Shield Your Copilot with Azure AI.' In this detailed presentation, Microsoft MVP Janardan dives deep into Azure AI's content safety services, including moderating text, images, and multimodal content. Learn about features like text blocklists, protected material detection, and prompt shielding to safeguard your AI-powered applications. Watch step-by-step demonstrations and coding examples for integrating Azure AI content safety in Python. Perfect for developers and tech enthusiasts aiming to build trustworthy AI solutions."

Timestamps:
00:00 - Introduction and Overview of Delhi Tech Community
00:14 - Session Overview by Janardan
01:00 - Introduction to Azure AI Content Safety Services
05:30 - Key Features: Moderating Text, Images, and Multimodal Content
12:45 - Content Categories and Severity Levels
20:00 - Text Moderation API Demo
30:00 - Image Moderation API Demo
35:45 - Multimodal Content Moderation
40:00 - Protected Material Detection (Text and Code)
50:00 - Using Prompt Shield for Attack Mitigation
1:00:00 - Real-World Use Cases for Content Safety
1:10:00 - Coding Example: Python Integration with Azure AI
1:20:00 - Pricing and Subscription Options
1:25:00 - Q&A and Audience Engagement

Key Takeaways from the Session:
Overview of Azure AI Content Safety:
Azure AI's Content Safety Services offer robust solutions to moderate text, images, and multimodal content, ensuring harmful or inappropriate content is filtered effectively.

Content Categorization and Severity Levels:
Content is classified into categories like hate, violence, self-harm, and sexual content, each rated on a severity scale of 0 (safe) to 6 (high severity).

API Capabilities:
Azure AI provides APIs for:

Text Moderation: Detect inappropriate or harmful language.
Image Moderation: Evaluate images for unsafe content.
Text Blocklists: Manage custom restricted terms.
Protected Material Detection:
New features allow detection of copyrighted materials in text and code, ensuring compliance and intellectual property protection.

Prompt Shield Framework:
Helps mitigate both direct and indirect jailbreak attacks, ensuring the security of AI systems in sensitive use cases such as healthcare and education.

Real-World Use Cases:
Azure AI Content Safety is highly applicable for:

Online marketplaces and gaming platforms.
Social messaging and education solutions.
Enterprise-level content moderation.
Hands-On Demonstration:
Live demos showcased how to use Python to integrate Azure AI Content Safety, including creating APIs, analyzing text, and moderating content effectively.

Unified API Monitoring:
Features like API traffic, rejection rates by category, and moderation trends allow comprehensive monitoring and optimization of content safety solutions.

Cost-Effective Pricing Models:
Azure AI offers free tiers and affordable pricing for large-scale moderation needs, catering to developers and enterprises alike.

Building Trustworthy AI:
By leveraging tools like Azure AI Content Safety, organizations can ensure their AI systems adhere to ethical standards and foster user trust.

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🚀 Kickstart 2025 with the Delhi Tech Community!
📅 Date: Saturday, 18th January 2025
⌚ Time: 11:00 AM to 1:30 PM IST
🎟️ YouTube Live: https://lnkd.in/dtMT36EJ
🎟️ Register Here: https://lnkd.in/g8K-GvTv
Join us for two exciting sessions:
Session 1: 🛡️ Shield Your #Copilot with #Azure #AI
📌 Speaker: Microsoft MVP Janarthanan S
⏰ Time: 11:00 AM - 12:00 PM IST
👥 Organizing Team: Aroh Shukla Dhruvin Shah, Abhinav Singh, Rajendra Ongole, Kumar Ranjan, Prince Kher, Dr. S. Gomathi, Rohit Yadav