weslbo / ai-3003

AI-3003 demo's

This repo hosts a number of demo's in the context of training AI-3003.

• Analyzing text
  • Language detection
  • Key phrase extractions
  • Sentiment analysis
  • Named entity recognition
  • Entity linking
  • Summarization
  • PII Detection
• Translating Text
  • Detection
  • Translation
  • Transliteration
  • Word Alignment
  • Sentence Length
  • Profanity filtering
• Build a question answering solution
  • Q&A
• Build a conversational language understanding app
  • Conversation
• Custom classification and named entity extraction (TBD)
• Speech recognition, translation and synthesis (TBD)

Required setup

• Provision resources in Azure (TBC)

  • Provision an Azure AI Language resource (F0 or S)
    • Make sure to select the Custom question answering block.
    • Azure Search pricing tier: Free (F)
  • Provision an Azure AI Translator resource (F0 or S)
  • Create a question answering project (here)
  • Add sources to the knowledge base (here)
  • Add questions to the knowledge base (here)
  • Deploy the knowledge base (here)
  • Create a conversational language understanding project (here)

• Create a .env file in each folder and make sure the keys and endpoints are set correctly. You can use the sample.env files as a reference.