Add debug logging support and enhance documentation for Memori SDK #244
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This pull request introduces comprehensive debug logging capabilities and improved observability throughout the Memori codebase. It adds user-facing documentation for enabling and controlling debug logs, implements a global mechanism for truncating sensitive or lengthy log output, and integrates detailed logging into core modules such as networking, search, and LLM integration. These enhancements make it easier for developers to troubleshoot, monitor, and understand the internal behavior of Memori.
Debug Logging Features and Documentation:
Memoriclass andConfignow support adebug_truncateoption, allowing users to toggle truncation of long log content for deeper debugging. [1] [2]Core Logging Infrastructure:
memori/_logging.pyproviding:set_truncate_enabled,truncate)._network.py,_search.py,llm/_base.py) now initialize a logger and use it for structured debug, info, warning, and error messages. [1] [2] [3] [4]Enhanced Logging in Core Operations:
Networking and API:
Vector Search:
LLM Integration:
These changes collectively provide developers with granular visibility into Memori's internal processes, facilitating easier debugging and system monitoring.