vector-db-upsert

vector-db-insert.md

flowchart TD
    VDB[Vector Databases] --> OperationTypes[Core Operations]
    
    OperationTypes --> Insert[Insert Operations]
    OperationTypes --> UpdateTypes[Update Operations]
    
    Insert --> AllDBs["All Vector Databases
    (Core functionality)"]
    
    UpdateTypes --> DirectUpdate[Direct Update]
    UpdateTypes --> Upsert[Upsert Operations]
    UpdateTypes --> DeleteInsert[Delete + Insert Pattern]
    
    DirectUpdate --> Weaviate["Weaviate
    (Updates specific properties)"]
    
    DirectUpdate --> Qdrant["Qdrant
    (Dedicated update_vectors API)"]
    
    Upsert --> Pinecone["Pinecone
    (Overwrites vectors with same ID)"]
    
    DeleteInsert --> Milvus["Milvus
    (No direct update operation)"]
    
    style Insert fill:#d8f8e1
    style DirectUpdate fill:#d4f1f9
    style Upsert fill:#d4f1f9
    style DeleteInsert fill:#d4f1f9

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