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  • Getting Started
  • User Guide
  • API Reference
  • Examples
  • Getting Started
  • User Guide
  • API Reference
  • Examples

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  • Simple Assistant
  • Web Search Agent
  • Document Question Answering
  • Chat Memory with Callbacks
  • Examples

Examples#

This section provides practical examples of using Malevich Brain for various applications.

  • Simple Assistant
    • Basic Tools
    • Creating the Assistant
    • Streaming Responses
    • Complete Example
  • Web Search Agent
    • Implementing a Web Search Tool
    • Creating a Mock Implementation
    • Building the Web Search Agent
    • Complete Example
  • Document Question Answering
    • Document QA Tool
    • Setting Up the Document QA Agent
    • Complete Example
  • Chat Memory with Callbacks
    • Building a Memory System
    • Creating Memory-Related Tools
    • Setting Up Memory Callbacks
    • Creating the Agent with Memory
    • Complete Example
    • Alternative Approach: Stateful Tool

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