记忆系统在 1.1.0 支持了二进制多媒体节点,但那条链路只对**内核自己**开放: 用户在 qq 发图能落进 CAS、能被记忆引用,而插件调 Commit / DocMemory().Insert 交进来的媒体一律无处安放。原因是三层都断着,且**每一层都不报错**。 ## 一、公开 SDK:补上媒体的表达能力(全部新增,无签名变更) - `Triple` += `SentenceText`、`MediaDigests` - `Doc` += `MediaDigests`、`Attachments`;新增 `MediaAttachment` - `TextEvent` += `Attachments` - `DocMemoryAPI` += `InsertWithMedia` - `IOInjector` += `InjectInputMedia` / `InjectInputMediaSync` / `InjectInterruptMedia` - `PluginSDK` 补上一直缺失的 `SetToolBlocks` 包装(接口里有、便捷方法里没有) `MediaAttachment` 一个类型服务两个方向:给 `Data`+`MIME` 是新内容(CAS 按字节 去重),只给 `Digest` 是引用已有内容。读路径**只回元数据不回字节**——一次检索 可能命中几十份媒体,全塞回去会把跨进程消息撑爆。 媒体注入不能搭 `SetToolBlocks` 的车:那个方法只在工具处理函数内部可用,且媒体 要等下一条 tool message 才到模型手上。插件主动发起一轮带媒体的对话、以及中断 注入,需要自己的签名,且媒体在**本轮**就送到模型。 ## 二、内核桥接层:原先在静默裁字段 `internal/sdk/memory_impl.go` 此前只搬自己认识的几个字段,其余丢弃且返回 nil: - 图记忆丢 `Confidence`/`SubjectType`/`ObjectType`/`SentenceText`,又走 `Commit` 而非 `CommitWithMedia`(不回 sentenceIDs)→ 媒体绑定链 `SentenceText → sentences → sentence_id → media_refs` 一步都走不通,插件即便按格式写好标记也永远挂不上; - 知识库 `Query` 只回 ID/Title/Content,`Insert` 只写这三个;`Remove` 不解引用, 于是那些媒体永久处于「被引用」状态,GC 收不掉、磁盘只增不减 (内核的归档路径 `releaseDocMedia` 做了这一步,插件路径漏了同一步)。 规则改为:**内部结构有的字段一律透传**。标记格式处理作为包级私有辅助留在桥接 层自己手里,但必须与内核 `mediaSummaryForEvent` 字节兼容——两边要能互读对方 写下的标记。 标记插入必须在 `ds.Insert` **之前**(向量索引取 `Summary + " " + Content`, 之后补的标记检索不到),引用绑定必须在**之后**(owner_id 是 Insert 生成的 ID)。 ## 三、跨进程链路:不接线就是全体外部插件编译失败 `go test` 直接把这一层拍出来了——`procIO does not implement sdk.IOInjector`。 公开接口加方法后,生成模板不跟上,**每个外部插件都编不过**,是硬失败不是软降级。 六处接线:`protocol.go` 四个 method 常量、`capability.go` 能力归属、 `corehandler.go` 四个分派分支、`proc_core.go` 委托、`proc_main.go.tmpl` 模板侧 实现、以及三个测试替身。 ## 四、统一输入主干:把模态从「函数选择」降级为「字段」 `processTextInput` / `processMediaInput` 合并为 `processInput`。这个分叉是历史 产物而非设计:`processTextInput` 本来就处理媒体(`bindEventMedia` + `mediaSummaryForEvent`,与媒体路径尾部完全相同),`process()` 只看 `stageCtx.Extra["media_blocks"]`、根本不认识 `evt.Type`。模态是输入的**属性**, 不是输入的**种类**。 媒体路径由此获得它一直缺的六项:去重、`no_memory`、通道 `Cleaner`、中断语义、 `_consolidation_` 路由、正确的 `EventRawInput`。 最后一项是个真 bug:媒体路径发布 `"content": evt.Payload`(一个 map),而 `webui/handler.go` 断言 `.(string)` → 断言失败、`content == ""`、提前返回。 **用户发的图从来没出现在 WebUI 聊天记录里。** `media_blocks` 同时接受 `[]agentAPI.ContentBlock` 与 `[]pubsdk.ContentBlock`: 字段一致但 Go 不自动转换,只认一种的后果是另一种被静默丢弃。 ## 五、模型可调用的三个工具 `memory_commit` 的 `sentence_text` **从未暴露给模型**,而它是绑定链上的必经环节; 连同 `media_digests` 一起补进 JSON schema 与工具文档。`doc_commit` 加 `media_digests`。`doc_query` 把关联媒体单独一行附在结果末尾(正文按 2000 字截断, 标记通常就在尾部)。 标记由**内核**生成而非插件/模型拼装:要求调用方知道格式,等于让一个拼写错误 静默切断引用绑定,而全链路无人报错。 ## 六、WebUI 上传走真实媒体链路 图片/音频读回字节拼 data URL 注入 `media_blocks`(8MB 上限,超限退回按路径处理)。 此前只注入一句「文件已保存到 <路径>」,指望模型自己调 `files_read`——但那返回 文本,图片字节对模型永远不可见。附件类型识别扩展到 audio 并在缺 Content-Type 时按扩展名兜底(判错不只是卡片样式问题,图片被当普通文件就进不了视觉链路)。 ## 测试 - `internal/sdk/memory_impl_test.go`(12 例,此前该包**没有任何测试文件**) - `internal/agent/core/inputunify_test.go`(统一主干 + 双静态类型 + 三工具媒体) - `third_party/homeagent-sdk/sdk/stress_test.go`(13 例并发压测) 压测抓到两处**真**竞态(不是理论风险):`PluginSDK` 的 API 字段与 `autoRestart` 无锁,而写方(内核注入 API、插件 `SetAutoRestart`)与读方(插件后台 goroutine 注入、内核 registry 读 `AutoRestart`)天然跨 goroutine。加 `apiMu` 修掉;约定 只在持锁期间取字段值,取完即释放再调用——持锁调用会把 `InjectInputSync` 这类 阻塞到 agent 回复(可达数分钟)的方法与 `SetIOInjector` 串起来,让插件重载卡死。 测试还抓出两个自身缺陷:`bindDocMedia` 把同一份媒体数两次(`AddRef` 幂等所以表 是对的,但日志说「绑定 2 个」而实际 1 条——误导后续排查),以及用单字符实体名 时 `validEntityName` 静默跳过、`Commit` 返回 nil 却什么都没写。 存量插件不需要改一行也不需要重编:新增方法由插件调用、内核实现,不调就不受影响。 17 个 example 插件源码零改动通过类型检查。
⚠️ AI-Assisted Programming Notice: Parts of this project's code, documentation, and commit history were generated or modified with AI assistance. Key changes have been human-reviewed, but please evaluate and verify before use.
HomeAgent
中文: README.md
An Agent framework designed around separation of core domain and application domain. The kernel enforces a zero-IO policy — all external interaction (WebUI, QQ, CLI, file operations, web search, memos, etc.) is handled by the plugin layer; the kernel performs no direct IO operations.
Combined with a three-layer memory architecture (Context → Document → Graph), it maintains contextual coherence across long-running single-conversation sessions through tiered storage and automated archival.
homed (kernel, zero IO) ← PluginSDK → plugins (all IO capabilities)
Since v1.0.0 external plugins are independent subprocesses, communicating with the kernel over
stdio JSON-RPC (control plane) + a shared memory segment (data plane) + an event ring (notification
plane). A plugin crash cannot take down the kernel and it restarts automatically; swapping
plugin.bin gives true hot-reload.
Design Principles
Separation of Core Domain and Application Domain — The kernel's responsibilities are limited to LLM orchestration, memory management, and knowledge retrieval; all IO capabilities (message send/receive, file read/write, network requests, hardware interaction, etc.) are implemented by plugins. This separation defines domain boundaries at the Agent framework level, with distinct responsibility scopes for the kernel and plugins.
Three-Layer Memory Architecture — Manages information retention in long-running agents through a tiered storage strategy:
- Context Layer: Pretrained word embedding / TF-IDF fallback relevance-scored event window, protects last 10 entries, maintains topK context entries
- Document Layer: Temporary memory with automatic cold data sinking, also supports user-initiated submissions
- Graph Layer: SQLite graph database, persists entity relationships and semantic memory, supports distillation pipelines to extract triples from conversations
Architecture Diagrams
1. Message Processing Sequence
sequenceDiagram
participant U as User/Plugin
participant IO as IOManager
participant EV as eventLoop
participant CTX as RelevanceContext
participant LLM as LLM+Tool Loop
participant ST as StageHost
participant MEM as Three-Layer Memory
U->>IO: InjectInput(type, payload)
IO->>EV: inputCh
rect lavender
Note over EV: processTextInput
EV->>ST: StageOnInput Plugin can rewrite/short-circuit
EV->>CTX: Prune(input,topK) StaticEmbedder/TF-IDF cosine pruning
CTX->>MEM: Low-score events archived to Document (original timestamp)
EV->>CTX: Append(input) CleanTemplateText→three-branch vector→5s write
end
rect lightgreen
Note over EV,LLM: process()
EV->>MEM: buildMemoryContext Indexer recalls from Graph (vector+jieba→BFS depth=2)
EV->>MEM: buildSystemPrompt DocQuery summary+Graph memory index+Persona+Skills
EV->>ST: StagePreAction Plugin can pre-intercept
loop Tool loop
LLM->>LLM: drainInterrupts
LLM->>LLM: LLM Chat
LLM->>ST: StagePostAction Plugin can modify/short-circuit
alt No tool call
LLM-->>EV: Returns response
else
loop Each tool
ST->>ST: StageBeforeToolcall Plugin can reject
LLM->>LLM: executeToolCall
ST->>ST: StageAfterToolcall
end
end
end
end
rect lightpink
Note over EV: emitResponse
CTX->>CTX: Append(response)
ST->>ST: StageBeforeOutput Plugin can rewrite
EV-->>U: ResponseCh CLI sync
EV-->>EV: Event bus WebUI SSE
ST->>ST: StageAfterOutput Read-only
EV->>MEM: emitMemoryCandidate
end
2. Stage Pipeline
flowchart LR
S1[① on_input] --> S2[② pre_action]
S2 --> S3[③ post_action]
S3 --> Q{Has tool?}
Q -->|Yes| S4[④ before_toolcall]
S4 --> T[executeToolCall]
T --> S5[⑤ after_toolcall]
S5 --> S3
Q -->|No| S6[⑥ before_output]
S6 --> S7[⑦ after_output]
style S1 fill:#e1f5fe
style S3 fill:#fff3e0
style S6 fill:#e8f5e9
3. Three-Layer Memory
flowchart TB
subgraph C[① Context Working Window]
RC[RelevanceContext]
A[Append] -->|CleanTemplateText→three-branch vector| RC
P[Prune StaticEmbedder/TF-IDF Cosine] -->|Low score original timestamp| D
P -->|Keep| TL[timeline→chronological→system prompt]
end
subgraph D[② Document File Memory]
DS[DocStore JSON+TF-IDF]
Q1[Query summary auto-inject] -->|[Related Memory Docs]| SP
Q2[doc_query LLM active recall] -->|Consume+delete source| DS
Q2 -->|Original timestamp write to context| RC
CD[FindColdDocs 72h] -->|docToTriples| G
end
subgraph G[③ Graph Database]
DB[(SQLite)]
IDX[Indexer vector+jieba→BFS depth=2] -->|[Memory Index]| SP
MEM[memory_recall/commit/merge/purge/edit]
SOC[person_query/set_trait]
end
subgraph H[④ Heartbeat Distillation]
REORG -->|Step3 Cold docs| CD
REORG -->|Step4 Bigram Jaccard| CONS[consolidation]
PIPE[Pipeline regex] -->|Name/Address/Likes/Age/Job| DB
end
SP[System Prompt] -->|Sequential assembly| LLM
LLM[LLM] -->|doc_query| Q2
LLM -->|memory_recall| MEM
See assets/docs/en/ARCHITECTURE.md for details.
Web Mascot
Quick Start
make build build-cli
./build/homed -data /tmp/ha
# Interactive mode
./build/waiter
# Or single message
echo "Hello, remember that I like coffee" | ./build/waiter
API keys are configured via WebUI http://localhost:8080 settings page, persisted in SQLite.
Code Structure
cmd/homed/ Daemon entry, assembles all subsystems
cmd/waiter/ CLI client (Unix socket)
internal/
├── agent/core/ Agent core: event loop, LLM tool loop, 7-stage pipeline
├── agent/api/ LLM Provider + 8 Lua adapters
├── memory/ Three-layer memory: Graph(SQLite) / Document(JSON+TF-IDF) / Text(JSONL) + StaticEmbedder(pretrained word embedding/TF-IDF fallback) + CleanTemplateText(de-template)
├── knowledge/ Knowledge base (filesystem + TF-IDF)
├── plugin/ Plugin registry + subprocess loader (stdio RPC + shared memory segment + event ring)
├── plugins/ 11 built-in plugins (webui/cli/timer/cmd/mcp/clawhubadapter/agentcli/healthcheck/pluginmgr/files/cfgmgr)
├── sdk/ PluginSDK (Tool/Stage/Event three channels)
├── config/ SQLite config center
├── events/ Event bus
└── internal/lua/adapters/ 8 LLM protocol adapter scripts
External plugin development: see [homeagent-sdk](https://gitcode.com/JianFeeeee/homeagent-sdk) repo, use `plugindev` toolchain, refer to Go and Lua examples in `example/`
Project Status
v1.0.0 — External plugins moved from C ABI shared libraries to subprocess + shared memory. The first release that no longer loads .so/.dll, and it is incompatible with 0.9.x (existing plugins must be rebuilt into plugin.bin with the new plugindev, though business code needs zero changes). Eliminates 6 classes of defects that had caused production incidents: hot-reload silently failing (DF_1_NODELETE making dlclose a no-op), no crash isolation (a plugin panic took down homed), stage lost updates (35.8~36.8% loss under the copy model), uncancellable cgo timeouts (linear OS-thread leaks), output_send reporting false success (the model was told "sent" while the message never went out), and Windows capability degradation (only 3 stage fields visible, no write-back). Three communication planes: stdio JSON-RPC (control) + shared memory segment (data) + event ring (notification); the privilege gradient is now enforced by three explicit gates. RPC round-trip p50 24.1µs; crash-to-recovery under 1s.
v0.9.0 — C ABI v2: external plugin Stage callbacks can now write back (invoke_stage gained a result out-param; plugins may mutate RawMessage/LLMText/ToolResults etc. in OnInput/AfterToolcall/PostAction and have them synced to the core). ABI version now tracks core minor releases (v0.9.x → ABIVersion=2, version_min=1 keeps old plugins loadable). Also fixes the tool-loop zen-compat placeholder that wrongly fired on first-turn system context tail. The SDK ships an enhanced sanitizer example (bad-UTF-8 / U+FFFD / ANSI-escape scrub across the whole pipeline). This ABI retired with v1.0.0.
v0.8.0 — Core is functional, plugin system enhanced. 20+ built-in plugins. External plugin development via homeagent-sdk repo. Added input channel NoMemory/Cleaner, ChannelDef, plugin disable/enable system (CLI + WebUI), plugindev toolchain C ABI ChannelDef support.
Documentation
- Project Overview | 中文
- Technical Architecture | 中文
- Plugin Development Guide | 中文
- Lua Adapter | 中文
- Knowledge Base Demo
Downloads
Releases ship three variants:
| Variant | Contents | For |
|---|---|---|
| full | homed + waiter + desktop GUI + systemd unit | Single-machine, everything |
| server | homed + waiter + systemd unit | Servers (no desktop environment) |
| client | waiter + desktop GUI | Connecting to a remote HomeAgent |
- Linux:
.deb(amd64/arm64),.rpm(x86_64),.tar.gz - Windows:
HomeAgent_v1.0.0_{Full,Server,Client}_win64.exe(NSIS installer) - Portable:
homeagent-bin-<os>_<arch>.tar.gz(homed/waiter/initconfig) - Verification:
SHA256SUMS
The macOS homed requires a native macOS build (CGO + sqlite3), so release packages ship only waiter/initconfig.
Build
make build build-cli # Build daemon + CLI
make test # go test ./...
make install # Install to system
Dependencies: Go 1.25+, CGo (go-sqlite3), Linux/Windows.
