文件理解管線
企業多個 AI 模型依序處理文件 — OCR 辨識、版面分析、實體萃取和語意理解 — 將非結構化文件轉換為結構化數據。
agentdbsystem
為什麼需要 OSOP
文件理解涉及多個 AI 模型的串接和品質控制。OSOP 定義每個處理階段的輸入輸出規格和品質閾值，確保管線輸出的一致性，並記錄每個模型的處理結果。
Workflow Steps (5)
1
OCR Extraction Agent
agent2
Entity Recognition Agent
agent3
Relationship Mapping Agent
agent4
Knowledge Graph Agent
agent5
Structured Output
apiConnections (5)
OCR Extraction Agent→Entity Recognition Agentsequential
Entity Recognition Agent→Relationship Mapping Agentsequential
Relationship Mapping Agent→Knowledge Graph Agentsequential
Knowledge Graph Agent→Structured Outputsequential
Entity Recognition Agent→OCR Extraction AgentfallbackLow confidence entities, re-OCR with enhanced preprocessing
5
Steps
5
Connections
2
Node Types