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document_agent\nflowchart TB\n    subgraph \"Document Agent\"\n        direction TB\n        subgraph \"Input Processing\"\n            UP[\"Upload Handler\"]\n            FV[\"File Validation\"]\n            MD[\"Metadata Extraction\"]\n        end\n\n        subgraph \"Storage Operations\"\n            S3H[\"S3 Handler\"]\n            DBH[\"Database Handler\"]\n            PH[\"Pinecone Handler\"]\n        end\n\n        subgraph \"Document Processing\"\n            TE[\"Text Extraction\"]\n            VE[\"Vector Embedding\"]\n            PC[\"PDF Converter\"]\n        end\n\n        subgraph \"Management Operations\"\n            DM[\"Delete Manager\"]\n            RM[\"Restore Manager\"]\n            LM[\"Lifecycle Manager\"]\n        end\n    end\n\n    subgraph \"External Systems\"\n        S3[(\"AWS S3\")]\n        DB[(\"SQL Database\")]\n        PDB[(\"Pinecone DB\")]\n    end\n\n    %% Input Flow\n    File[/\"Uploaded File\"/] --\u003e UP\n    UP --\u003e FV\n    FV --\u003e MD\n\n    %% Processing Flow\n    MD --\u003e S3H\n    MD --\u003e DBH\n    MD --\u003e PC\n    PC --\u003e TE\n    TE --\u003e VE\n    VE --\u003e PH\n\n    %% Storage Flow\n    S3H --\u003e S3\n    DBH --\u003e DB\n    PH --\u003e PDB\n\n    %% Management Flow\n    DM --\u003e S3H\n    DM --\u003e DBH\n    RM --\u003e S3H\n    RM --\u003e DBH\n    LM --\u003e DM\n    LM --\u003e RM\n\n    %% Metadata Flow\n    Meta[/\"Document Metadata\"/] --\u003e DBH\n\n    classDef input fill:#f9f,stroke:#333,stroke-width:2px\n    classDef storage fill:#bfb,stroke:#333,stroke-width:2px\n    classDef process fill:#bbf,stroke:#333,stroke-width:2px\n    classDef external fill:#fbb,stroke:#333,stroke-width:2px\n\n    class UP,FV,MD input\n    class S3H,DBH,PH storage\n    class TE,VE,PC process\n    class DM,RM,LM process\n    class S3,DB,PDB 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