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Takeaways

By the end of this module, you will be able to:
  • Create and configure tools that the AI model can call
  • Implement a tool to add resources to your knowledge base
  • Build a tool to retrieve relevant information from your knowledge base
  • Configure multi-step tool calls for better user experience
  • Test the complete RAG functionality end-to-end

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Module structure

5.1 Adding Resources Tool

Create a tool to add and embed resources to your knowledge base.

5.2 Multi-Step Tool Calls

Configure multi-step tool calls for better user experience and confirmation.

5.3 Retrieving Information Tool

Implement a tool to search and retrieve relevant information from your knowledge base.

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Prerequisites

Before starting this module, ensure you have:
  • Chat interface and API routes set up
  • Database schema and actions configured

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What you’ll build

Resource Addition Tool

A tool that allows the AI to automatically add user-provided information to your knowledge base.

Information Retrieval Tool

A tool that searches your knowledge base for relevant content to answer user questions.