Intelligence API 參考 (Intelligence)

`boring.intelligence`

Boring Intelligence Module V10.26

Advanced intelligence features that enhance all core modules.

Submodules: - intelligent_ranker: Learning-based ranking for RAG retrieval - predictive_analyzer: Error prediction and trend analysis - context_optimizer: Smart context compression for LLM calls - adaptive_cache: Predictive caching with usage pattern learning - pattern_clustering: Pattern deduplication and clustering (V10.24 NEW) - prediction_tracker: Accuracy tracking and A/B testing (V10.24 NEW) - cache_warming: Startup optimization and prefetching (V10.24 NEW)

V10.26 Reorganization: - brain_manager: Knowledge base management (moved from root) - memory: Persistent memory system (moved from root)

feedback_learner: Review feedback learning (moved from root)
auto_learner: Automatic pattern learning (moved from root)
pattern_mining: Pattern extraction and suggestions (moved from root)

V10.24 Key Enhancements: - Pattern Clustering: Automatic deduplication of similar patterns - Prediction Accuracy Tracking: Data-driven optimization - A/B Testing Framework: Compare prediction strategies - Cache Warming: 30%+ faster cold start - Embedding Versioning: Safe migration support

V10.23 Features (maintained): - Session-aware processing across all modules - Incremental learning with pattern decay - Multi-factor confidence scoring - Sliding window memory management