Get started with Azure OpenAI Service – Create an Azure OpenAI Service UPDATE 2024-SEP: Pay As You Go ใช้งานส่วนนี้ได้แล้วครับ Azure OpenAI Studio – เอาไว้สร้าง Deployment จะได้ End Point ให้ Client ใช้ types of generative AI models Deploy Model Use prompts to get completions from models รูปแบบที่เราให้ AI ช่วยได้ Task type Prompt example Completion example Classifying content Tweet: I enjoyed the trip.Sentiment: Positive Generating new content List ways of traveling 1. Bike2. Car … Holding a conversation A friendly AI assistant See examples Transformation (translation and symbol conversion) English: HelloFrench: bonjour Summarizing content Provide a summary of the content{text} The content shares…

Plan an Azure AI Document Intelligence solution Azure AI Document Intelligence (Form Recognizer เดิม) is an Azure service that you can use to analyze forms completed by your customers, partners, employers, or others and extract the data that they contain โดยใช้ผ่าน Responsible use of AI: Microsoft AI Principles Azure AI Document Intelligence outputs data in JSON format, which is widely compatible with many databases, other storage locations, and programming languages. 0.Document analysis models: which take an input of JPEG, PNG, PDF, and TIFF files and return a JSON file 1.prebuilt models 2.custom model – extract more specific information 3.composed model.…

Create an Azure AI Search solution – Manage capacity Service tiers and capacity management S1-S3 เพิ่ม indexes + storageS3HD, which is optimized for fast read performance on smaller numbers of indexes. Replicas and partitions – Azure AI Search components – Search an index: Full text search mode based on the Lucene query syntax query include: Query processing consists of four stages: filtering and sorting (OData) Enhance the index Exercise – Create a search solutionKnowledge check – Knowledge check – Training | Microsoft Learn / mslearn-knowledge-mining (microsoftlearning.github.io) Create a custom skill for Azure AI Search Exercise – Implement a custom skill / Create…

Analyze text with Azure AI Language การใช้งานเหมือนปกติเลย สร้าง Resource ตามงาน > สร้าง Endpoint + Key เพื่อใช้ – Detect language เป็น REST โดยมีข้อกำหนด JSON response Ref: Detect language – Training | Microsoft Learn – Extract key phrases input – Analyze sentiment วัดผล ความพอใจ เช่น Product Review / Prioritizing customer service responses วัดผลที่ละประโยค positive, negative, and neutral classification values between 0 and 1. ถ้าประโยค มีหลายอันเอามา weight กัน ยกเว้นที่มีประโยค positive and negative อันนี้จะขึ้น mix – Named Entity Recognition identifier อะไรที่แตกได้ Entity categories recognized by Named Entity Recognition in Azure AI Language – Azure AI services | Microsoft Learn – Extract linked entities หา ref Linked entities…