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Azure AI

Home » Azure Cheat Sheets » Azure AI

Microsoft Bot Framework

2025-08-02T08:32:09+00:00

Microsoft Bot Framework Cheat Sheet Powered by Azure AI Bot Service A comprehensive framework for building intelligent, enterprise-grade conversational AI experiences across multiple channels. Enables natural language understanding, multi-turn dialogues, and proactive messaging for a seamless conversational experience. Integrates natively with Azure AI services like Azure AI Language, Azure AI Speech, and Azure OpenAI for enhanced bot intelligence. Supports deployment across channels including Microsoft Teams, Web Chat, Facebook Messenger, Slack, and custom clients via Direct Line. Important Terminologies Bot A conversational application that interacts with users through text, cards, or speech to perform tasks or provide information.. Activity The basic [...]

Microsoft Bot Framework2025-08-02T08:32:09+00:00

Azure AI Foundry

2025-08-01T12:49:53+00:00

Azure AI Foundry Cheat Sheet  Azure AI Foundry is a unified platform that enables enterprises to design, customize, and manage AI applications and agents at scale. It integrates tools, models, and workflows to streamline the development and deployment of AI solutions. Key Components AI Foundry: A development environment for building, testing, and deploying AI models and applications. Model Catalog: A repository of prebuilt models from Microsoft, OpenAI, and other partners, facilitating model selection and deployment. Prompt Flow: A tool for designing and orchestrating language model workflows, enabling systematic experimentation and refinement. Agent Service: A platform for securely designing, deploying, and [...]

Azure AI Foundry2025-08-01T12:49:53+00:00

AI as a Service (AIaaS) To Power Your Business Forward

2025-07-08T12:15:24+00:00

If you have a business or kind of planning to start one, you’ve prolly heard one of the most overused quotes out there: “if you’re not growing, you’re dying.” And sure, at some point, that’s true. Undeniably.  But you see, not every business has the time, resources, or skilled team to keep up with the competition. From personalized shopping experiences to smarter customer support… How? Artificial Intelligence. Just a truly intelligent, always-on key part of how modern companies operate. AI became a requirement for all businesses to stand out and be on top in the market. But are businesses really [...]

AI as a Service (AIaaS) To Power Your Business Forward2025-07-08T12:15:24+00:00

Azure AI Bot Service

2025-07-01T08:07:59+00:00

Azure AI Bot Service Cheat Sheet A managed platform for building, deploying, and managing intelligent chatbots with conversational AI across multiple channels. Enables developers to create scalable, AI-powered bots using natural language processing (NLP) and low-code tools. Key Components: Azure Bot Service: Manages hosting, scaling, and monitoring of bots. Bot Framework SDK: Offers development tools for bot creation (C#, JavaScript, Python). Microsoft Copilot Studio: Low-code platform for building bots with a visual interface. Key Features Multi-Channel Support: Connects to Microsoft Teams, Slack, Web Chat, email, and SMS. Natural Language Processing: Integrates with Azure AI Language for intent recognition and knowledge [...]

Azure AI Bot Service2025-07-01T08:07:59+00:00

Azure AI Speech

2025-07-01T03:28:33+00:00

Azure AI Speech Cheat Sheet It is a cloud-based service enabling developers to seamlessly embed speech processing capabilities into applications. Its core functionalities include: Speech-to-Text (Speech Recognition) - Converting spoken language into written text. Text-to-Speech (Speech Synthesis) -  Generating natural human speech from text. Speech Translation - Translating spoken language in real-time into another language. Designed for scalability, reliability, and security, supporting enterprise-grade deployments. Supports over 75 languages and dialects, enabling global applications. Provides prebuilt models optimized for common use cases, as well as custom models for specific vocabularies or environments. Supports both real-time streaming and batch processing modes, facilitating live interactions and offline processing. Voice personalization with neural voices, speaker [...]

Azure AI Speech2025-07-01T03:28:33+00:00

Azure OpenAI

2025-07-01T08:41:06+00:00

Azure OpenAI Cheat Sheet Azure OpenAI offers access to OpenAI’s powerful models (e.g., GPT-4o, GPT-4 Turbo, GPT-3.5 Turbo, DALL-E, Whisper) with robust security and compliance for enterprises. Hosted on Microsoft Azure, allows for seamless integration with various Azure services and tools. Key Concepts Model Deployment: You must deploy a model (e.g., gpt-4, gpt-35-turbo) to your Azure resource before using it. Quota Types: Dynamic Quota: Shared pool for flexible consumption. Provisioned Throughput Units (PTUs): Dedicated capacity for predictable performance. Content Filtering: Built-in safety system to detect and block harmful content. Prompt Engineering: Crafting effective prompts to guide model behavior. Supported Models [...]

Azure OpenAI2025-07-01T08:41:06+00:00

Enhancing Bot Development with the Bot Framework Emulator

2025-05-30T10:56:49+00:00

Testing and debugging are must-haves when you build a chatbot that provides instant and intelligent conversation. The Bot Framework Emulator is a powerful desktop application designed to help developers build, test, and debug bots locally before deploying them to production environments. As part of the Microsoft Bot Framework, this tool provides a coherent development experience for bots that spans across platforms such as Chatbots and Virtual Assistants. Developers can use the Bot Framework Emulator to simulate real-world user interactions, gaining an accurate representation of bot behavior and the ability to tweak bot logic until every interaction is seamless, ensuring a smooth and [...]

Enhancing Bot Development with the Bot Framework Emulator2025-05-30T10:56:49+00:00

Azure AI Video Indexer

2025-05-23T11:57:11+00:00

Azure AI Video Indexer Cheat Sheet Azure AI Video Indexer is a cloud-based service within Azure AI that leverages multiple Azure AI technologies like Face, Translator, Vision, and Speech to analyze video and audio content. It uses over 30 AI models to extract detailed insights from videos, enabling advanced audio and video analysis for richer understanding and indexing of multimedia content. How can Azure AI Video Indexer be used? Azure AI Video Indexer provides insights that can support a wide range of use cases, including: Deep Search - Enables searching within videos for spoken words, faces, and co-occurrences to find [...]

Azure AI Video Indexer2025-05-23T11:57:11+00:00

Azure AI Search

2025-05-23T09:00:58+00:00

Azure AI Search Cheat Sheet Formerly known as Azure Cognitive Search A scalable cloud search service that lets you embed advanced search capabilities into your apps. It supports full-text, vector, and hybrid search approaches, making it ideal for both classic and AI-enhanced use cases. Natively integrates with Azure OpenAI, Foundry Models, and Azure Machine Learning. Supports third-party and open-source LLM integrations. Key Features 1. Search Capabilities Full-Text Search: Utilizes inverted indexes for efficient keyword-based searches. Vector Search: Supports semantic search by matching vector representations of data. Hybrid Search: Combines full-text and vector search for enhanced relevance. Indexers: Automate data ingestion [...]

Azure AI Search2025-05-23T09:00:58+00:00

Azure AI Translator

2025-05-23T05:09:02+00:00

Azure AI Translator Cheat Sheet Azure AI Translator is a cloud-powered neural machine translation solution. Enables translation of text and documents across various languages. Allows customization through the Custom Translator feature. Supports containerized deployment for on-premises and edge environments. Key Features: 1. Text Translation Provides real-time translation across supported languages. Includes language detection, transliteration, and dictionary lookup capabilities. Available via REST API and SDKs for .NET, Java, JavaScript, and Python. Enables custom glossaries for domain-specific terminology adaptation. 2. Document Translation Asynchronous batch translation: Supports translation of multiple documents while maintaining original formatting. Requires Azure Blob Storage for storing both source and [...]

Azure AI Translator2025-05-23T05:09:02+00:00

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