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microsoft--semantic-kernel/docs/decisions/diagrams/text-search-imemorystore.mmd
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block-beta
columns 1
block:Plugin
PluginAbstraction[["TextMemoryPlugin"]]
PluginDescription["Provides a plugin to save or recall information from the long or short term memory."]
end
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block:SemanticMemory
SemanticMemoryAbstraction[["ISemanticTextMemory"]]
SemanticMemoryDescription["An interface for semantic memory that creates and recalls memories associated with text."]
end
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block:Memory
MemoryAbstraction[["IMemoryStore"]]
MemoryDescription["An interface for storing and retrieving indexed MemoryRecord objects in a data store."]
end
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block:MemoryClient
MemoryClientAbstraction[["Memory Client"]]
MemoryClientDescription["A database specific service client."]
end
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block:VectorDatabaseService
VectorDatabase[["Vector Database"]]
VectorDatabaseDescription["A vector database e.g. Redis, Milvus, Pinecone, Qdrant."]
end
Plugin-- "Uses the provided Semantic Memory implementation to recall text memories." -->SemanticMemory
SemanticMemory-- "Uses the provided Memory Store to query the database." -->Memory
Memory-- "Uses a Memory Client (if available) to interact with the database." -->MemoryClient
MemoryClient-- "Invokes the Vector Database Service." -->VectorDatabaseService
style PluginDescription fill:#FFF,stroke-width:0px
style SemanticMemoryDescription fill:#FFF,stroke-width:0px
style MemoryDescription fill:#FFF,stroke-width:0px
style MemoryClientDescription fill:#FFF,stroke-width:0px
style VectorDatabaseDescription fill:#FFF,stroke-width:0px