# 记忆（Memory） 三层记忆的读写接口：**图记忆**（三元组关系）、**文档记忆**（带元数据的文档）、**文本记忆**（事件流水）。以及知识库。 ## `DocMemoryAPI` DocMemoryAPI provides access to the document vector store. | 方法 | 说明 | |---|---| | [`Insert`](#docmemoryapiinsert) | | | [`InsertWithMedia`](#docmemoryapiinsertwithmedia) | InsertWithMedia 写入文档并关联媒体。attachments 里带 Data 的会落进 | | [`Query`](#docmemoryapiquery) | | | [`Remove`](#docmemoryapiremove) | | | [`Stats`](#docmemoryapistats) | | ### `DocMemoryAPI.Insert` ```go Insert(doc *Doc) error ``` `memory.go:76` ### `DocMemoryAPI.InsertWithMedia` ```go InsertWithMedia(doc *Doc, attachments []MediaAttachment) error ``` InsertWithMedia 写入文档并关联媒体。attachments 里带 Data 的会落进 内容寻址存储（相同字节只存一份），只带 Digest 的直接引用已有内容。 媒体成为文档直接持有的一等记忆块：文档向量会融合它们的原生向量， 因此图片按自己的向量被召回，不依赖任何生成的描述文本。 `memory.go:81` ### `DocMemoryAPI.Query` ```go Query(text string, topK int) []*Doc ``` `memory.go:75` ### `DocMemoryAPI.Remove` ```go Remove(id string) ``` `memory.go:82` ### `DocMemoryAPI.Stats` ```go Stats() map[string]interface{} ``` `memory.go:83` ## `KnowledgeAPI` KnowledgeAPI provides access to the knowledge store. | 方法 | 说明 | |---|---| | [`Add`](#knowledgeapiadd) | | | [`List`](#knowledgeapilist) | | | [`Search`](#knowledgeapisearch) | | ### `KnowledgeAPI.Add` ```go Add(name, content string) error ``` `knowledge.go:6` ### `KnowledgeAPI.List` ```go List() ([]string, error) ``` `knowledge.go:7` ### `KnowledgeAPI.Search` ```go Search(query string, topK int) ([]*Knowledge, error) ``` `knowledge.go:5` ## `MemoryAPI` MemoryAPI provides access to the graph memory (entity-relation store). | 方法 | 说明 | |---|---| | [`Commit`](#memoryapicommit) | | | [`Introspect`](#memoryapiintrospect) | | | [`MergeEntities`](#memoryapimergeentities) | | | [`Purge`](#memoryapipurge) | | | [`Recall`](#memoryapirecall) | | ### `MemoryAPI.Commit` ```go Commit(triples []Triple) error ``` `memory.go:6` ### `MemoryAPI.Introspect` ```go Introspect() (map[string]interface{}, error) ``` `memory.go:7` ### `MemoryAPI.MergeEntities` ```go MergeEntities(source, target string) (int, error) ``` `memory.go:8` ### `MemoryAPI.Purge` ```go Purge(criteria map[string]string, mode string) (int, error) ``` `memory.go:9` ### `MemoryAPI.Recall` ```go Recall(query []string, depth int) ([]Entity, []Relation, error) ``` `memory.go:5` ## `SocialAPI` SocialAPI provides read-only access to the social graph (person profiles and relationships). External plugins can query person traits and social networks but cannot modify them. | 方法 | 说明 | |---|---| | [`GetNetwork`](#socialapigetnetwork) | | | [`GetPerson`](#socialapigetperson) | | | [`GetRelations`](#socialapigetrelations) | | | [`GetTrait`](#socialapigettrait) | | | [`ListPersons`](#socialapilistpersons) | | ### `SocialAPI.GetNetwork` ```go GetNetwork(name string, depth int) ([]*PersonProfile, error) ``` `memory.go:104` ### `SocialAPI.GetPerson` ```go GetPerson(name string) (*PersonProfile, error) ``` `memory.go:101` ### `SocialAPI.GetRelations` ```go GetRelations(name string) ([]SocialRelation, error) ``` `memory.go:103` ### `SocialAPI.GetTrait` ```go GetTrait(name, trait string) (string, bool) ``` `memory.go:102` ### `SocialAPI.ListPersons` ```go ListPersons() ([]string, error) ``` `memory.go:105` ## `TextMemoryAPI` TextMemoryAPI provides access to chronological text event storage. | 方法 | 说明 | |---|---| | [`Append`](#textmemoryapiappend) | | ### `TextMemoryAPI.Append` ```go Append(evt TextEvent) error ``` `memory.go:44` ### `Doc` ```go type Doc struct { ID string `json:"id"` Title string `json:"title"` Content string `json:"content"` Score … ``` Doc represents a document in the document store. MediaDigests / Attachments 在 Query 返回时由内核填充（仅元数据，不带字节）。 `memory.go:89` ### `PluginSDK.DocMemory` ```go func (s *PluginSDK) DocMemory() DocMemoryAPI ``` DocMemory returns the document memory API (may be nil if not available). `plugin.go:418` ### `Entity` ```go type Entity struct { Name string `json:"name"` Type string `json:"type"` MentionCount int `json:"mention_count"` } ``` Entity represents a named entity in the knowledge graph. `memory.go:13` ### `Knowledge` ```go type Knowledge struct { Name string `json:"name"` Content string `json:"content"` } ``` Knowledge represents a knowledge entry. **示例插件里的真实用法** | 插件 | 位置 | 代码 | |---|---|---| | [`recoverydiag`](../examples/index.md#recoverydiag) | `example/recoverydiag/plugin.go:978` | `if p.sdk != nil && p.sdk.Knowledge() != nil {` | `knowledge.go:11` ### `PluginSDK.Knowledge` ```go func (s *PluginSDK) Knowledge() KnowledgeAPI ``` Knowledge returns the knowledge store API (may be nil if not available). **示例插件里的真实用法** | 插件 | 位置 | 代码 | |---|---|---| | [`recoverydiag`](../examples/index.md#recoverydiag) | `example/recoverydiag/plugin.go:978` | `if p.sdk != nil && p.sdk.Knowledge() != nil {` | `plugin.go:425` ### `MediaAttachment` ```go type MediaAttachment struct { Digest string `json:"digest,omitempty"` MIME string `json:"mime,omitempty"` Data []byte `json:"data,omitempty"` Name string `json:"name,omite … ``` TextEvent represents a single text memory event. MediaAttachment 描述一份与记忆关联的媒体。 两个方向共用一个类型： - 写入（InsertWithMedia）：给 Data + MIME 就是新内容；只给 Digest 则是引用已有内容。 - 读出（Query）：内核只填 Digest/MIME，**不回 Data**—— 一次检索可能命中几十张图，把字节全塞回插件会把 ABI 消息撑爆。 需要字节时拿 Digest 单独取。 刻意没有 Description 字段：媒体不作为文本被索引，也不带任何生成的描述。 它只按自己的原生向量被检索与召回；附加文字请写在文档 / 三元组的文本里。 `memory.go:58` ### `PluginSDK.Memory` ```go func (s *PluginSDK) Memory() MemoryAPI ``` Memory returns the graph memory API (may be nil if not available). `plugin.go:404` ### `PersonProfile` ```go type PersonProfile struct { Name string `json:"name"` Traits map[string]string `json:"traits,omitempty"` Relations []SocialRelation `json:"relations,omitemp … ``` PersonProfile represents a person's complete profile (traits + social relations). `memory.go:109` ### `Relation` ```go type Relation struct { SourceName string `json:"source_name"` TargetName string `json:"target_name"` RelationType string `json:"relation_type"` Confidence float6 … ``` Relation represents a relationship between two entities. `memory.go:20` ### `PluginSDK.Social` ```go func (s *PluginSDK) Social() SocialAPI ``` Social returns the social graph API (may be nil if not available). `plugin.go:439` ### `SocialRelation` ```go type SocialRelation struct { Person string `json:"person"` Relation string `json:"relation"` } ``` SocialRelation represents a social relationship between two persons. `memory.go:116` ### `TextEvent` ```go type TextEvent struct { Role string `json:"role"` Content string `json:"content"` Timestamp int64 `json:"timestamp"` Channel … ``` `memory.go:65` ### `PluginSDK.TextMemory` ```go func (s *PluginSDK) TextMemory() TextMemoryAPI ``` TextMemory returns the text memory API (may be nil if not available). `plugin.go:411` ### `Triple` ```go type Triple struct { Subject string `json:"subject"` Relation string `json:"relation"` Object string `json:"object"` Confidence float64 `json:"c … ``` Triple represents a subject-relation-object triple for the knowledge graph. SentenceText 是这条三元组的原句，会写进 sentences 表；媒体引用挂在句子上， 所以 MediaDigests 非空时内核会保证句子存在（不给就自动合成一句）。 `memory.go:31`