Creating a Custom Chat History
LarAgent allows you to create custom chat history implementations to store conversation data in your preferred storage mechanism. This guide will walk you through the process of creating a custom chat history implementation.Understanding the Chat History Architecture
The LarAgent framework uses a structured approach for chat history management:- ChatHistory Interface (
LarAgent\Core\Contracts\ChatHistory
): Defines the contract all chat history implementations must follow - Abstract ChatHistory (
LarAgent\Core\Abstractions\ChatHistory
): Provides common functionality for all chat history implementations - Concrete Implementations: Implement storage-specific logic (e.g.,
InMemoryChatHistory
,JsonChatHistory
,FileChatHistory
)
The code examples in this guide are simplified for educational purposes. Check the actual implementations for more details.
Creating Your Custom Chat History
Step 1: Create the Chat History Class
First, create a new file for your custom chat history implementation:Step 2: Implement Required Methods
2.1 Memory Management Methods
These methods handle reading from and writing to your storage mechanism:2.2 Chat Key Management Methods
These methods handle tracking which chat histories exist:Step 3: Implement Storage-Specific Methods
These are helper methods specific to your storage mechanism:Real-World Example: FileChatHistory
Here’s a complete implementation of a file-based chat history that uses Laravel’s Storage facade:Registering Your Custom Chat History
Specify the chat history directly in your agent class:Best Practices
Error Handling
- Always use try-catch blocks for storage operations
- Provide meaningful error messages
- Implement fallbacks for missing data
Performance
- Consider caching for frequently accessed data
- Use efficient storage mechanisms for your use case
- Implement cleanup strategies for old chat histories
Security
- Sanitize chat history identifiers before using as file names
- Validate input data before storage
- Consider encryption for sensitive conversation data
Cleanup
- Implement automatic cleanup for old chat histories
- Provide methods for manual cleanup
- Ensure proper removal of both chat data and keys