Website:
Job details:
Job Description:
Logic Framework: Use C# (.NET) or Node.js to write the "brain" of the bot, specifically leveraging the Microsoft 365 Agents SDK (the successor to Bot Framework SDK).
Intent Recognition: Replace LUIS with Conversational Language Understanding (CLU) for modern intent and entity extraction.
Knowledge Base: Replace QnA Maker with Azure AI Question Answering to handle FAQ and document-based queries.
Orchestration Logic: Use Semantic Kernel (C#/.NET or Python) to manage how the LLM calls your APIs and uses its "skills."
RAG Engine: Use Azure AI Search for data retrieval, implementing Hybrid Search and Semantic Ranking for accuracy.
Integrated Development: Use Azure AI Foundry (formerly AI Studio) to build and test your Prompt Flow before deploying it into your code.
Security & Auth: Implement User-Assigned Managed Identity (UAMI) for bot registration, replacing legacy multi-tenant App IDs.
Memory & State: Use Azure Cosmos DB with Vector Search to store conversation history and context for the AI.
Deployment: Host your logic in Azure App Service or Azure Functions, connected to the Azure Bot Service for channel exposure (Teams, Web, etc.).
Click on Apply to know more.