feat(ReportEngine): implement Dual-Track Adaptive Generation architec… #436
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…ture Introduced a hybrid generation pipeline to optimize for both model capability and stability: 1. Dual-Track System: - Added `ModelCapabilityDiscriminator` to automatically detect model strength (e.g., gemini3-pro-preview vs qwen2.5-7b-instruct-1m). - Implemented `FastChapterGenerationNode` for strong models, enabling stateful, continuous generation with global context. - Retained the original divide-and-conquer strategy as a "Safe Lane" for weaker models or fallbacks. 2. Real-time Supervision: - Introduced `StreamSupervisor` with sliding window validation to monitor generation quality in real-time. - Added mechanisms to detect repetition loops and format collapses during long-context generation. 3. Adaptive Fallback: - Updated `ReportAgent` to dynamically switch tracks. - Implemented automatic fallback to Safe Lane if the Fast Track encounters critical errors.
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Forward upstream PR 666ghj#436
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很棒的idea，我们现在来看一下！ |
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…ture
Introduced a hybrid generation pipeline to optimize for both model capability and stability:
Dual-Track System:
ModelCapabilityDiscriminatorto automatically detect model strength (e.g., gemini3-pro-preview vs qwen2.5-7b-instruct-1m).FastChapterGenerationNodefor strong models, enabling stateful, continuous generation with global context.Real-time Supervision:
StreamSupervisorwith sliding window validation to monitor generation quality in real-time.Adaptive Fallback:
ReportAgentto dynamically switch tracks.