diff --git a/AGENTS.md b/AGENTS.md
index 687b3c68..2445f8c3 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -2,7 +2,7 @@
## Project Overview
-Memoh is a multi-member, structured long-memory, containerized AI agent system platform. Users can create AI bots and chat with them via Telegram, Discord, Lark (Feishu), and more. Every bot has an independent container and memory system, allowing it to edit files, execute commands, and build itself — providing a secure, flexible, and scalable solution for multi-bot management.
+Memoh is a multi-member, structured long-memory, containerized AI agent system platform. Users can create AI bots and chat with them via Telegram, Discord, Lark (Feishu), Email, and more. Every bot has an independent container and memory system, allowing it to edit files, execute commands, and build itself — providing a secure, flexible, and scalable solution for multi-bot management.
## Architecture Overview
@@ -11,13 +11,13 @@ The system consists of three core services:
| Service | Tech Stack | Port | Description |
|---------|-----------|------|-------------|
| **Server** (Backend) | Go + Echo | 8080 | Main service: REST API, auth, database, container management |
-| **Agent Gateway** | Bun + Elysia | 8081 | AI chat gateway: handles chat requests and tool execution |
+| **Agent Gateway** | Bun + Elysia | 8081 | AI chat gateway: handles chat requests, tool execution, and SSE streaming |
| **Web** (Frontend) | Vue 3 + Vite | 8082 | Management UI: visual configuration for Bots, Models, Channels, etc. |
Infrastructure dependencies:
- **PostgreSQL** — Relational data storage
- **Qdrant** — Vector database for memory semantic search
-- **Containerd** — Container runtime providing isolated environments per bot
+- **Containerd** — Container runtime providing isolated environments per bot (Linux); Apple Virtualization on macOS
## Tech Stack
@@ -27,22 +27,31 @@ Infrastructure dependencies:
- **Database Driver**: pgx/v5
- **Code Generation**: sqlc (SQL → Go)
- **API Docs**: Swagger/OpenAPI (swaggo)
-- **Containers**: containerd v2
+- **Containers**: containerd v2 (Linux), Apple Virtualization (macOS)
-### Agent Gateway (TypeScript)
+### Agent Gateway & Agent Library (TypeScript)
- **Runtime**: Bun
-- **Framework**: Elysia
+- **Framework**: Elysia (gateway), Vercel AI SDK (agent core)
+- **AI Providers**: Anthropic, OpenAI, Google (via Vercel AI SDK)
+- **Tools**: MCP, Web Search, Subagent, Skill
### Frontend (TypeScript)
- **Framework**: Vue 3 (Composition API)
- **Build Tool**: Vite
- **State Management**: Pinia + Pinia Colada
-- **UI**: Tailwind CSS + custom component library (`@memoh/ui`) + Reka UI
+- **UI**: Tailwind CSS 4 + custom component library (`@memoh/ui`) + Reka UI
+- **i18n**: vue-i18n
+- **Markdown**: markstream-vue + Shiki + Mermaid + KaTeX
- **Package Manager**: pnpm monorepo
### Tooling
- **Task Runner**: mise
- **Package Managers**: pnpm (frontend monorepo), Go modules (backend)
+- **Linting**: ESLint + typescript-eslint + vue-eslint-parser
+- **Testing**: Vitest
+- **Typo Checker**: typos
+- **Version Management**: bumpp
+- **SDK Generation**: @hey-api/openapi-ts
## Project Structure
@@ -50,38 +59,93 @@ Infrastructure dependencies:
Memoh/
├── cmd/ # Go application entry points
│ ├── agent/ # Main backend server (main.go)
-│ ├── mcp/ # MCP server binary
-│ └── cli/ # CLI tool
-├── internal/ # Go backend core code
-│ ├── handlers/ # HTTP handlers (REST API)
-│ ├── services/ # Business logic services
-│ ├── db/ # Database layer
+│ ├── mcp/ # MCP server binary (stdio transport)
+│ └── memoh/ # Unified binary wrapper (Cobra CLI)
+├── internal/ # Go backend core code (domain packages)
+│ ├── accounts/ # User account management (CRUD, password hashing)
+│ ├── attachment/ # Attachment normalization (MIME types, base64)
+│ ├── auth/ # JWT authentication middleware and utilities
+│ ├── bind/ # Channel identity-to-user binding code management
+│ ├── boot/ # Runtime configuration provider (container backend detection)
+│ ├── bots/ # Bot management (CRUD, lifecycle)
+│ ├── bun/ # Bun runtime manager (agent gateway process lifecycle)
+│ ├── channel/ # Channel adapter system (Telegram, Discord, Feishu, Local, Email)
+│ ├── config/ # Configuration loading and parsing (TOML)
+│ ├── containerd/ # Container runtime abstraction (containerd / Apple Virtualization)
+│ ├── conversation/ # Conversation management and flow resolver
+│ ├── db/ # Database connection and migration utilities
│ │ └── sqlc/ # ⚠️ Auto-generated by sqlc — DO NOT modify manually
-│ ├── channel/ # Channel adapters (Telegram, Feishu, Local)
-│ ├── memory/ # Memory / embedding system
-│ ├── mcp/ # MCP protocol implementation
-│ ├── conversation/ # Conversation flow management
-│ ├── bots/ # Bot management
-│ └── containerd/ # Container management
-├── agent/ # Agent Gateway (Bun/Elysia)
+│ ├── email/ # Email provider and outbox management (Mailgun, generic SMTP)
+│ ├── embedded/ # Embedded filesystem assets (web, agent, bun)
+│ ├── embeddings/ # Embedding model resolver
+│ ├── handlers/ # HTTP request handlers (REST API endpoints)
+│ ├── healthcheck/ # Health check adapter system (MCP, channel checkers)
+│ ├── heartbeat/ # Heartbeat scheduling service (cron-based)
+│ ├── identity/ # Identity type utilities (human vs bot)
+│ ├── inbox/ # Bot inbox service (notifications, triggers)
+│ ├── logger/ # Structured logging (slog)
+│ ├── mcp/ # MCP protocol manager (container lifecycle, tool gateway)
+│ ├── media/ # Content-addressed media asset service
+│ ├── memory/ # Long-term memory system (Qdrant, BM25, LLM extraction)
+│ ├── message/ # Message persistence and event publishing
+│ ├── models/ # LLM model management (CRUD, variants)
+│ ├── policy/ # Access policy resolution (guest access, bot type)
+│ ├── preauth/ # Pre-authentication key management
+│ ├── providers/ # LLM provider management (OpenAI, Anthropic, etc.)
+│ ├── prune/ # Text pruning utilities (truncation with head/tail)
+│ ├── schedule/ # Scheduled task service (cron)
+│ ├── searchproviders/ # Search engine provider management (Brave, etc.)
+│ ├── server/ # HTTP server wrapper (Echo setup, middleware, shutdown)
+│ ├── settings/ # Bot settings management
+│ ├── storage/ # Storage provider interface (filesystem, container FS)
+│ ├── subagent/ # Sub-agent management (CRUD)
+│ └── version/ # Build-time version information
+├── agent/ # Agent Gateway service (Bun/Elysia)
│ └── src/
-├── packages/ # Frontend monorepo
-│ ├── web/ # Main web app (Vue 3)
-│ ├── ui/ # Shared UI component library
-│ ├── sdk/ # TypeScript SDK (auto-generated from OpenAPI)
-│ ├── cli/ # TypeScript CLI
-│ └── config/ # Shared configuration utilities
+│ ├── index.ts # Elysia server entry point
+│ ├── modules/ # Route modules (chat, stream, trigger)
+│ ├── middlewares/ # CORS, error handling, bearer auth
+│ ├── utils/ # SSE utilities
+│ └── models.ts # Zod request schemas
+├── packages/ # TypeScript monorepo
+│ ├── agent/ # Core agent library (@memoh/agent)
+│ │ └── src/
+│ │ ├── agent.ts # Agent creation and streaming logic
+│ │ ├── model.ts # Model configuration and creation
+│ │ ├── tools/ # Tool implementations (MCP, web, subagent, skill)
+│ │ ├── prompts/ # System/heartbeat/schedule/subagent prompts
+│ │ ├── types/ # TypeScript type definitions
+│ │ └── utils/ # Attachments, headers, filesystem utilities
+│ ├── web/ # Main web app (@memoh/web, Vue 3)
+│ ├── ui/ # Shared UI component library (@memoh/ui)
+│ ├── sdk/ # TypeScript SDK (@memoh/sdk, auto-generated from OpenAPI)
+│ ├── cli/ # CLI tool (@memoh/cli, Commander.js)
+│ └── config/ # Shared configuration utilities (@memoh/config)
+├── spec/ # OpenAPI specifications (swagger.json, swagger.yaml)
├── db/ # Database
│ ├── migrations/ # SQL migration files
│ └── queries/ # SQL query files (sqlc input)
-├── conf/ # Configuration templates (app.example.toml, app.dev.toml, app.docker.toml)
+├── conf/ # Configuration templates
+│ ├── app.example.toml # Default configuration template
+│ ├── app.dev.toml # Development configuration
+│ ├── app.docker.toml # Docker deployment configuration
+│ ├── app.apple.toml # macOS (Apple Virtualization) configuration
+│ └── app.windows.toml # Windows configuration
├── devenv/ # Development environment (docker-compose for local infra)
-├── docker/ # Docker build & runtime (Dockerfiles, entrypoints, nginx.conf)
+├── docker/ # Docker build & runtime (Dockerfiles, entrypoints, nginx)
├── docs/ # Documentation site
├── scripts/ # Utility scripts
+├── assets/ # Static assets (images, etc.)
+├── data/ # Runtime data directory
├── docker-compose.yml # Docker Compose orchestration (production)
├── mise.toml # mise tasks and tool version definitions
-└── sqlc.yaml # sqlc code generation config
+├── sqlc.yaml # sqlc code generation config
+├── openapi-ts.config.ts # SDK generation config (@hey-api/openapi-ts)
+├── bump.config.ts # Version bumping config (bumpp)
+├── vitest.config.ts # Test framework config (Vitest)
+├── tsconfig.json # TypeScript monorepo config
+├── eslint.config.mjs # ESLint config
+└── typos.toml # Typo checker config
```
## Development Guide
@@ -107,6 +171,11 @@ Memoh/
| `mise run sdk-generate` | Generate TypeScript SDK (depends on swagger-generate) |
| `mise run db-up` | Initialize and migrate the database |
| `mise run db-down` | Drop the database |
+| `mise run build-embedded-assets` | Build and stage embedded web/agent/bun assets |
+| `mise run build-unified` | Build unified memoh binary |
+| `mise run release` | Release new version (bumpp) |
+| `mise run release-binaries` | Build release archive for target (requires TARGET_OS TARGET_ARCH) |
+| `mise run install-cli` | Install CLI locally |
### Docker Deployment
@@ -144,53 +213,84 @@ Migrations live in `db/migrations/` and follow a dual-update convention:
### API Development Workflow
1. Write handlers in `internal/handlers/` with swaggo annotations.
-2. Run `mise run swagger-generate` to update the OpenAPI docs.
+2. Run `mise run swagger-generate` to update the OpenAPI docs (output in `spec/`).
3. Run `mise run sdk-generate` to update the frontend TypeScript SDK (`packages/sdk/`).
4. The frontend calls APIs via the auto-generated `@memoh/sdk`.
+### Agent Development
+
+- The core agent logic lives in `packages/agent/` (`@memoh/agent`), providing reusable agent streaming, tool execution, and prompt management.
+- The Agent Gateway (`agent/`) is a thin Elysia HTTP service that uses `@memoh/agent` for processing.
+- AI model providers (Anthropic, OpenAI, Google) are integrated via Vercel AI SDK.
+- Tools (MCP, web search, subagent, skill) are defined in `packages/agent/src/tools/`.
+- Prompt templates (system, heartbeat, schedule, subagent) are in `packages/agent/src/prompts/`.
+
### Frontend Development
- Use Vue 3 Composition API with `
+
+
+
+
+
+
+
+
+
+
+
+
+```
+
+### Icon Usage
+
+- **FontAwesome** (primary): Global ``, icons registered in `main.ts`
+- **Lucide** (secondary): Direct imports ``, ``, used for theme toggle
+
+### Notification Pattern
+
+```typescript
+import { toast } from 'vue-sonner'
+toast.success(t('common.saved'))
+toast.error(resolveApiErrorMessage(error, 'Failed'))
+```
+
+## Data Fetching
+
+### API Client Setup (`lib/api-client.ts`)
+
+- SDK: `@memoh/sdk` auto-generated from OpenAPI via `@hey-api/openapi-ts`
+- Base URL: `VITE_API_URL` env var (defaults to `/api`, proxied by Vite dev server to backend)
+- Auth: Request interceptor attaches `Authorization: Bearer ${token}` from localStorage
+- 401 handling: Response interceptor removes token and redirects to `/login`
+
+### Pinia Colada (Server State)
+
+Primary data fetching mechanism for CRUD operations:
+
+```typescript
+// Query — auto-generated from SDK
+const { data, isLoading } = useQuery(getBotsQuery())
+
+// Custom query with dynamic key
+const { data } = useQuery({
+ key: () => ['bot-settings', botId.value],
+ query: async () => {
+ const { data } = await getBotsByBotIdSettings({
+ path: { bot_id: botId.value },
+ throwOnError: true,
+ })
+ return data
+ },
+ enabled: () => !!botId.value,
+})
+
+// Mutation with cache invalidation
+const queryCache = useQueryCache()
+const { mutateAsync } = useMutation({
+ mutation: async (body) => {
+ const { data } = await putBotsByBotIdSettings({
+ path: { bot_id: botId.value },
+ body,
+ throwOnError: true,
+ })
+ return data
+ },
+ onSettled: () => queryCache.invalidateQueries({
+ key: ['bot-settings', botId.value],
+ }),
+})
+```
+
+SDK also generates colada helpers: `getBotsQuery()`, `postBotsMutation()`, query key factories.
+
+### Pinia Stores (Client State)
+
+| Store | Purpose |
+|-------|---------|
+| `user` | JWT token (`useLocalStorage`), user info, login/logout |
+| `settings` | Theme (dark/light), language (en/zh), persisted |
+| `capabilities` | Server feature flags (container backend, snapshot support) |
+| `chat-list` | Chat messages, streaming state, SSE event processing |
+
+Stores use Composition API style (`defineStore(() => { ... })`), with persistence via `pinia-plugin-persistedstate`.
+
+### SSE Streaming (Chat)
+
+Chat responses are streamed via Server-Sent Events:
+
+- **Endpoints**: `/bots/{bot_id}/web/stream` (chat), `/bots/{bot_id}/messages/events` (real-time updates)
+- **Parsing**: `composables/api/useChat.sse.ts` reads `ReadableStream` and parses SSE `data:` lines
+- **Events**: `text_delta`, `reasoning_delta`, `tool_call_start/end`, `attachment_delta`, `processing_completed/failed`
+- **Retry**: `useRetryingStream` composable provides exponential backoff for reconnection
+- **State**: `store/chat-list.ts` processes streaming events into reactive message blocks in real-time
+- **Abort**: Stream cancellation via `AbortSignal`
+
+### Error Handling
+
+- **Global**: `utils/api-error.ts` — `resolveApiErrorMessage()` extracts error from `message`, `error`, `detail` fields
+- **Mutations**: `useDialogMutation` composable wraps mutations with automatic `toast.error()` on failure
+- **SDK**: All calls use `throwOnError: true`; try/catch at component level
+- **Streams**: `processing_failed` / `error` events appended to message blocks
+
+## i18n
+
+- Plugin: vue-i18n (Composition API, `legacy: false`)
+- Locales: `en` (English, default), `zh` (Chinese)
+- Files: `src/i18n/locales/en.json`, `src/i18n/locales/zh.json`
+- Usage: `const { t } = useI18n()` → `t('bots.title')`
+- Key namespaces: `common`, `auth`, `sidebar`, `settings`, `chat`, `models`, `provider`, `searchProvider`, `emailProvider`, `mcp`, `bots`, `home`
+
+## Vite Configuration
+
+- Dev server port: 8082 (from `config.toml`)
+- Proxy: `/api` → backend (default `http://localhost:8080`)
+- Aliases: `@` → `./src`, `#` → `../ui/src`
+- Config: reads from `../../config.toml` via `@memoh/config`
+
+## Development Rules
+
+- Use Vue 3 Composition API with `