Build your conversational agent
Leverage advanced conversational understanding to create and enhance chatbots and agents with deterministic and human-controllable workflows.
Template details
This solution template helps you create and enhance chat solutions and agents with deterministic, human-controllable workflows. It is designed to minimize the need for extensive prompt engineering by using a structured workflow to prioritize top questions with exact answers, top intents with deterministic routing, and use LLM to handle long tail topics. These actions help to ensure determinism and consistency. The template also provides flexibility to swap, add, or remove agents/components for your specific needs.
Key features
- Client-Side User Interface: A web-based client-side user interface allows to quickly explore and test this Agent template.
- Orchestrator: The orchestrator allows for a dynamic, adaptable workflow with multiple orchestration
- Conversational Language Understanding (CLU): CLU enables you to define the top intents to ensure response quality.
- Custom Question Answering (CQA): CQA allows you to create and manage predefined QA pairs to deliver precise responses.
- Large Language Model with Retrieval-Augmented Generation (LLM with RAG): Showcase a RAG solution using Foundry IQ to handle missed intents or user queries on lower-priority topics.
- Configuration for Plug-and-Play: Allows you to easily swap, add, or remove components to tailor your specific needs.
Disclaimer
IMPORTANT! Solution templates are to assist your development of AI solutions for specific scenarios. Review all provided resources and carefully test all AI solution behavior in the context of your use case. Learn more in the transparency documents for Agent Service and Agent Framework . AI solutions you create may be subject to legal and regulatory requirements, may require licenses, or may not be suitable for all industries, scenarios, or use cases. By using any solution template, you are acknowledging that AI solutions or other output created using that template are solely your responsibility, and that you will comply with all applicable laws, regulations, and relevant safety standards, terms of service, and codes of conduct.
Skip the setup and get running in code with one command. Docs
winget install Microsoft.FoundryDevPack