docs: AI chat architecture + fix pre-existing build errors
Update docs/ARCHITECTURE.md with: - AI Chat system architecture (context picker, streaming, MCP) - WebSocket bridge protocol - New files listing and data flow diagrams - Updated tech stack table Update mock-tauri.ts with richer AI chat mock responses (context-aware summarize, expand, grammar responses). Fix pre-existing TypeScript build errors: - Add missing snippet/relationships to test VaultEntry fixtures - Fix string|null → string type mismatches in Sidebar, NoteList, Inspector - Remove unused imports (cn in Editor, AIChatPanel in App) - Fix tryParseMarkdownToBlocks Promise cast Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
lucaronin
@@ -15,6 +15,8 @@ Laputa is a personal knowledge and life management desktop app. It reads a vault
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| Build | Vite | 7.3.1 |
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| Backend language | Rust (edition 2021) | 1.77.2 |
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| Frontmatter parsing | gray_matter | 0.2 |
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| AI | Anthropic Claude API (Haiku 3.5 default) | - |
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| MCP | @modelcontextprotocol/sdk | 1.0 |
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| Tests | Vitest (unit), Playwright (E2E), cargo test (Rust) | - |
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| Package manager | pnpm | - |
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@@ -30,19 +32,22 @@ Laputa is a personal knowledge and life management desktop app. It reads a vault
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│ │ ├── Sidebar (navigation + filters) │ │
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│ │ ├── NoteList (filtered note list) │ │
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│ │ ├── Editor (BlockNote + tabs + diff) │ │
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│ │ │ └── Inspector (metadata + relationships) │ │
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│ │ │ ├── Inspector (metadata + relationships) │ │
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│ │ │ └── AIChatPanel (AI assistant + context) │ │
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│ │ ├── StatusBar (footer info) │ │
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│ │ └── Modals (QuickOpen, CreateNote, CommitDialog) │ │
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│ │ │ │
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│ └──────────────┬───────────────────────────────────────┘ │
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│ │ Tauri IPC (invoke) │
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│ ┌──────────────▼───────────────────────────────────────┐ │
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│ │ Rust Backend │ │
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│ │ lib.rs → 9 Tauri commands │ │
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│ │ vault.rs → file scanning, frontmatter parsing │ │
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│ │ frontmatter.rs → YAML manipulation │ │
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│ │ git.rs → git log, diff, commit, push │ │
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│ └──────────────────────────────────────────────────────┘ │
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│ └──────────────┬──────────┬──────────────────────────┘ │
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│ │ │ │
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│ Tauri IPC│ Vite Proxy / WS │
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│ ┌──────────────▼────┐ ┌──▼───────────────────────────┐ │
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│ │ Rust Backend │ │ External Services │ │
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│ │ lib.rs → 10 cmds │ │ Anthropic API (Claude) │ │
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│ │ vault.rs │ │ MCP Server (ws://9710) │ │
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│ │ frontmatter.rs │ │ │ │
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│ │ git.rs │ └──────────────────────────────┘ │
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│ │ ai_chat.rs │ │
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│ └───────────────────┘ │
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└─────────────────────────────────────────────────────────────┘
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```
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@@ -52,13 +57,13 @@ Laputa is a personal knowledge and life management desktop app. It reads a vault
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┌────────┬─────────────┬─────────────────────────┬────────────┐
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│Sidebar │ Note List │ Editor │ Inspector │
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│(250px) │ (300px) │ (flex-1) │ (280px) │
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│ │ │ │ │
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│ All │ [Search] │ [Tab Bar] │ Properties │
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│ Favs │ [Type Pill] │ [Breadcrumb Bar] │ Relations │
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│ │ │ │ Backlinks │
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│Projects│ Note 1 │ # My Note │ Git History│
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│Experim.│ Note 2 │ │ │
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│Respons.│ Note 3 │ Content here... │ │
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│ │ │ │ OR │
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│ All │ [Search] │ [Tab Bar] │ AI Chat │
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│ Favs │ [Type Pill] │ [Breadcrumb Bar] │ │
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│ │ │ │ Context │
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│Projects│ Note 1 │ # My Note │ Messages │
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│Experim.│ Note 2 │ │ Actions │
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│Respons.│ Note 3 │ Content here... │ Input │
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│Procedu.│ ... │ │ │
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│People │ │ │ │
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│Events │ │ │ │
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@@ -71,10 +76,106 @@ Laputa is a personal knowledge and life management desktop app. It reads a vault
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- **Sidebar** (150-400px, resizable): Top-level filters (All Notes, Favorites) and collapsible section groups (Projects, Experiments, Responsibilities, etc.)
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- **Note List** (200-500px, resizable): Filtered list of notes matching the sidebar selection. Shows snippets, modified dates, and relationship groups.
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- **Editor** (flex, fills remaining space): Tab bar, breadcrumb bar with word count and modified indicator, BlockNote editor with wikilink support. Can toggle to diff view for modified files.
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- **Inspector** (200-500px or 40px collapsed): Frontmatter properties (editable), relationships, backlinks, git history. Collapses to a thin icon strip.
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- **Inspector / AI Chat** (200-500px or 40px collapsed): Toggles between Inspector (frontmatter, relationships, backlinks, git history) and AI Chat panel. The Sparkle icon in the breadcrumb bar toggles between them.
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Panels are separated by `ResizeHandle` components that support drag-to-resize.
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## AI Chat System
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### Architecture
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The AI chat feature has three layers:
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1. **Frontend** (`AIChatPanel` + `useAIChat` hook) — UI and state management
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2. **API Proxy** (Vite middleware in dev, Rust `ai_chat` command in Tauri) — routes to Anthropic
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3. **MCP Server** (`mcp-server/`) — vault operation tools for AI assistants
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### Data Flow
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```
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User types message in AIChatPanel
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→ useAIChat.sendMessage(text)
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→ buildSystemPrompt(contextNotes, allContent, model)
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→ Assembles selected notes as system context
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→ Estimates tokens, truncates if needed
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→ streamChat(messages, systemPrompt, model, callbacks)
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→ POST /api/ai/chat (Vite proxy → Anthropic API)
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→ SSE stream parsed, chunks dispatched to onChunk callback
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→ UI updates in real-time as tokens arrive
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→ On completion: message added to conversation history
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```
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### Context Picker
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The context picker controls which notes are sent to the AI as context:
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- **Current note** is auto-added when the panel opens
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- **Add button** opens a search dropdown to select additional notes
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- **Token estimation** shows approximate context size (~4 chars/token)
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- **Truncation** kicks in when context exceeds 60% of model limit (108k tokens)
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- Context pills show selected notes with remove buttons
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### API Key Management
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- Stored in `localStorage` under key `laputa:anthropic-api-key`
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- Configurable via the key icon in the AI Chat header
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- When no key is set, falls back to mock responses for testing
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### Models
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| Model | ID | Use case |
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|-------|----|----------|
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| Haiku 3.5 | `claude-3-5-haiku-20241022` | Fast, cheap — default |
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| Sonnet 4 | `claude-sonnet-4-20250514` | Balanced |
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| Opus 4 | `claude-opus-4-20250514` | Most capable |
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### MCP Server
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The MCP server (`mcp-server/`) exposes vault operations as tools:
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| Tool | Description |
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|------|-------------|
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| `open_note` | Open and read a note by path |
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| `read_note` | Read note content (alias) |
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| `create_note` | Create new note with frontmatter |
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| `search_notes` | Search by title or content |
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| `append_to_note` | Append text to a note |
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**Transports:**
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- **stdio** — standard MCP transport (`node mcp-server/index.js`)
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- **WebSocket** — live bridge for app integration (`node mcp-server/ws-bridge.js`, port 9710)
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### WebSocket Bridge
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The WebSocket bridge (`useMcpBridge` hook) enables real-time vault operations from the frontend:
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```
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Frontend (useMcpBridge) ←→ ws://localhost:9710 ←→ ws-bridge.js ←→ vault.js
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```
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Protocol: JSON-RPC-like with `{id, tool, args}` requests and `{id, result}` responses.
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### Rust Backend (Tauri)
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The `ai_chat` Tauri command (`src-tauri/src/ai_chat.rs`) provides a non-streaming alternative:
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- Uses `reqwest` to call the Anthropic Messages API directly
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- API key from `ANTHROPIC_API_KEY` environment variable
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- Returns full response (not streamed)
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- Used in production Tauri builds where Vite proxy is unavailable
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### Files
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| File | Purpose |
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|------|---------|
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| `src/components/AIChatPanel.tsx` | Main UI: context bar, messages, input, quick actions |
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| `src/hooks/useAIChat.ts` | Chat state: messages, streaming, send/retry/clear |
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| `src/hooks/useMcpBridge.ts` | WebSocket client for MCP vault tool calls |
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| `src/utils/ai-chat.ts` | API client, token estimation, context builder |
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| `src-tauri/src/ai_chat.rs` | Rust Anthropic API client (non-streaming) |
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| `mcp-server/index.js` | MCP server entry (stdio transport) |
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| `mcp-server/vault.js` | Vault file operations |
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| `mcp-server/ws-bridge.js` | WebSocket bridge server |
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## Data Flow
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### Startup Sequence
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@@ -138,12 +239,13 @@ All commands are defined in `src-tauri/src/lib.rs` and registered via `tauri::ge
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| `get_file_diff` | `vault_path, path` | `String` (unified diff) | `git::get_file_diff()` |
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| `git_commit` | `vault_path, message` | `String` | `git::git_commit()` |
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| `git_push` | `vault_path` | `String` | `git::git_push()` |
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| `ai_chat` | `request: AiChatRequest` | `AiChatResponse` | `ai_chat::send_chat()` |
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All commands return `Result<T, String>`. Errors are serialized as JSON error objects to the frontend.
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## Mock Layer
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When running outside Tauri (browser at `localhost:5173`), `src/mock-tauri.ts` provides a transparent mock layer:
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When running outside Tauri (browser at `localhost:5201`), `src/mock-tauri.ts` provides a transparent mock layer:
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```typescript
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// In hooks, the pattern is always:
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@@ -155,22 +257,25 @@ if (isTauri()) {
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```
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The mock layer includes:
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- **12 sample entries** across all entity types (Project, Responsibility, Procedure, Experiment, Note, Person, Event, Topic)
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- **15 sample entries** across all entity types (Project, Responsibility, Procedure, Experiment, Note, Person, Event, Topic, Essay)
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- **Full markdown content** with realistic frontmatter for each entry
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- **Mock git history, modified files, and diff output**
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- **Mock AI chat responses** with context-aware answers (summarize, expand, grammar)
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- `addMockEntry()` and `updateMockContent()` for runtime updates
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This means the entire UI can be developed and tested in Chrome without the Rust backend.
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## State Management
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No Redux or global context. State lives in the root `App.tsx` and two custom hooks:
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No Redux or global context. State lives in the root `App.tsx` and custom hooks:
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| State owner | State | Purpose |
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|-------------|-------|---------|
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| `App.tsx` | `selection`, panel widths, dialog visibility, toast | UI state |
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| `App.tsx` | `selection`, panel widths, dialog visibility, toast, `showAIChat` | UI state |
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| `useVaultLoader` | `entries`, `allContent`, `modifiedFiles` | Vault data |
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| `useNoteActions` | `tabs`, `activeTabPath` | Open tabs and note operations |
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| `useAIChat` | `messages`, `isStreaming`, `streamingContent` | AI conversation state |
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| `useMcpBridge` | `connected`, tool methods | MCP WebSocket connection |
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Data flows unidirectionally: `App` passes data and callbacks as props to child components. No child-to-child communication — everything goes through `App`.
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@@ -2,7 +2,6 @@ import { useCallback, useEffect, useState } from 'react'
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import { Sidebar } from './components/Sidebar'
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import { NoteList } from './components/NoteList'
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import { Editor } from './components/Editor'
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import { AIChatPanel } from './components/AIChatPanel'
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import { ResizeHandle } from './components/ResizeHandle'
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import { CreateNoteDialog } from './components/CreateNoteDialog'
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import { QuickOpenPalette } from './components/QuickOpenPalette'
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@@ -206,7 +206,7 @@ function useContextNotes(entry: VaultEntry | null) {
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export function AIChatPanel({ entry, allContent, entries = [], onClose }: AIChatPanelProps) {
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const [input, setInput] = useState('')
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const [model, setModel] = useState(MODEL_OPTIONS[0].value)
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const [model, setModel] = useState<string>(MODEL_OPTIONS[0].value)
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const [showSearch, setShowSearch] = useState(false)
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const [showApiKeyDialog, setShowApiKeyDialog] = useState(false)
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const messagesEndRef = useRef<HTMLDivElement>(null)
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@@ -47,6 +47,8 @@ const mockEntry: VaultEntry = {
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modifiedAt: 1700000000,
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createdAt: null,
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fileSize: 1024,
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snippet: '',
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relationships: {},
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}
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const mockContent = `---
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@@ -12,7 +12,6 @@ import { ResizeHandle } from './ResizeHandle'
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import { TabBar } from './TabBar'
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import { BreadcrumbBar } from './BreadcrumbBar'
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import { useEditorTheme } from '../hooks/useTheme'
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import { cn } from '@/lib/utils'
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import { splitFrontmatter, preProcessWikilinks, injectWikilinks, countWords } from '../utils/wikilinks'
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import './Editor.css'
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import './EditorTheme.css'
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@@ -235,7 +234,7 @@ export const Editor = memo(function Editor({
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applyBlocks(withWikilinks)
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}
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if (result && typeof (result as any).then === 'function') {
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(result as Promise<any[]>).then(handleBlocks)
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(result as unknown as Promise<any[]>).then(handleBlocks)
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} else {
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handleBlocks(result as any[])
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}
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@@ -17,6 +17,8 @@ const mockEntry: VaultEntry = {
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modifiedAt: 1707900000,
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createdAt: null,
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fileSize: 1024,
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snippet: '',
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relationships: {},
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}
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const mockContent = `---
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@@ -50,6 +52,8 @@ const referrerEntry: VaultEntry = {
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modifiedAt: 1707900000,
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createdAt: null,
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fileSize: 200,
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snippet: '',
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relationships: {},
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}
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const allContent: Record<string, string> = {
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@@ -70,7 +70,7 @@ function resolveRefType(ref: string, entries: VaultEntry[]): string | undefined
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if (fileStem === target.split('/').pop()) return true
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return false
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})
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return match?.isA
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return match?.isA ?? undefined
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}
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function RelationshipGroup({ label, refs, entries, onNavigate }: { label: string; refs: string[]; entries: VaultEntry[]; onNavigate: (target: string) => void }) {
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@@ -131,7 +131,7 @@ describe('NoteList', () => {
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})
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it('shows entity pinned at top with grouped children', () => {
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const { container } = render(
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render(
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<NoteList entries={mockEntries} selection={{ kind: 'entity', entry: mockEntries[0] }} selectedNote={null} onSelectNote={noopSelect} allContent={{}} onCreateNote={vi.fn()} />
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)
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// Entity title appears in header and pinned card
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@@ -261,8 +261,8 @@ function NoteListInner({ entries, selection, selectedNote, allContent, modifiedF
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const renderItem = useCallback((entry: VaultEntry, isPinned = false) => {
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const isSelected = selectedNote?.path === entry.path && !isPinned
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const typeColor = getTypeColor(entry.isA)
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const typeLightColor = getTypeLightColor(entry.isA)
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const typeColor = getTypeColor(entry.isA ?? 'Note')
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const typeLightColor = getTypeLightColor(entry.isA ?? 'Note')
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const TypeIcon = getTypeIcon(entry.isA)
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return (
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<div
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@@ -349,8 +349,8 @@ function NoteListInner({ entries, selection, selectedNote, allContent, modifiedF
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<div className="flex-1 overflow-hidden" style={{ minHeight: 0 }}>
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{isEntityView ? (() => {
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const entity = selection.entry
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const entityTypeColor = getTypeColor(entity.isA)
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const entityLightColor = getTypeLightColor(entity.isA)
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const entityTypeColor = getTypeColor(entity.isA ?? 'Note')
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const entityLightColor = getTypeLightColor(entity.isA ?? 'Note')
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const EntityIcon = getTypeIcon(entity.isA)
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return (
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<div className="h-full overflow-y-auto">
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@@ -18,6 +18,8 @@ const mockEntries: VaultEntry[] = [
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modifiedAt: 1700000000,
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createdAt: null,
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fileSize: 1024,
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snippet: '',
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relationships: {},
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},
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{
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path: '/vault/responsibility/grow-newsletter.md',
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@@ -33,6 +35,8 @@ const mockEntries: VaultEntry[] = [
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modifiedAt: 1700000000,
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||||
createdAt: null,
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||||
fileSize: 512,
|
||||
snippet: '',
|
||||
relationships: {},
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||||
},
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{
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path: '/vault/experiment/stock-screener.md',
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@@ -48,6 +52,8 @@ const mockEntries: VaultEntry[] = [
|
||||
modifiedAt: 1700000000,
|
||||
createdAt: null,
|
||||
fileSize: 256,
|
||||
snippet: '',
|
||||
relationships: {},
|
||||
},
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||||
{
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path: '/vault/procedure/weekly-essays.md',
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@@ -63,6 +69,8 @@ const mockEntries: VaultEntry[] = [
|
||||
modifiedAt: 1700000000,
|
||||
createdAt: null,
|
||||
fileSize: 128,
|
||||
snippet: '',
|
||||
relationships: {},
|
||||
},
|
||||
{
|
||||
path: '/vault/topic/software-development.md',
|
||||
@@ -78,6 +86,8 @@ const mockEntries: VaultEntry[] = [
|
||||
modifiedAt: 1700000000,
|
||||
createdAt: null,
|
||||
fileSize: 256,
|
||||
snippet: '',
|
||||
relationships: {},
|
||||
},
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||||
{
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||||
path: '/vault/topic/trading.md',
|
||||
@@ -93,6 +103,8 @@ const mockEntries: VaultEntry[] = [
|
||||
modifiedAt: 1700000000,
|
||||
createdAt: null,
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||||
fileSize: 180,
|
||||
snippet: '',
|
||||
relationships: {},
|
||||
},
|
||||
{
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path: '/vault/person/alice.md',
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@@ -108,6 +120,8 @@ const mockEntries: VaultEntry[] = [
|
||||
modifiedAt: 1700000000,
|
||||
createdAt: null,
|
||||
fileSize: 100,
|
||||
snippet: '',
|
||||
relationships: {},
|
||||
},
|
||||
{
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path: '/vault/event/kickoff.md',
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||||
@@ -123,6 +137,8 @@ const mockEntries: VaultEntry[] = [
|
||||
modifiedAt: 1700000000,
|
||||
createdAt: null,
|
||||
fileSize: 200,
|
||||
snippet: '',
|
||||
relationships: {},
|
||||
},
|
||||
]
|
||||
|
||||
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||||
@@ -48,7 +48,7 @@ export const Sidebar = memo(function Sidebar({ entries, selection, onSelect, onS
|
||||
setCollapsed((prev) => ({ ...prev, [type]: !prev[type] }))
|
||||
}
|
||||
|
||||
const getSectionColor = (entry: VaultEntry) => getTypeColor(entry.isA)
|
||||
const getSectionColor = (entry: VaultEntry) => getTypeColor(entry.isA ?? 'Note')
|
||||
|
||||
const isActive = (sel: SidebarSelection): boolean => {
|
||||
if (selection.kind !== sel.kind) return false
|
||||
@@ -165,7 +165,7 @@ export const Sidebar = memo(function Sidebar({ entries, selection, onSelect, onS
|
||||
style={{
|
||||
padding: '4px 16px 4px 28px',
|
||||
...(isActive(isTopic ? { kind: 'topic', entry } : { kind: 'entity', entry }) && {
|
||||
backgroundColor: getTypeLightColor(entry.isA),
|
||||
backgroundColor: getTypeLightColor(entry.isA ?? 'Note'),
|
||||
color: getSectionColor(entry),
|
||||
}),
|
||||
}}
|
||||
|
||||
@@ -832,10 +832,19 @@ const mockHandlers: Record<string, (args: any) => any> = {
|
||||
git_push: () => {
|
||||
return 'Everything up-to-date'
|
||||
},
|
||||
ai_chat: (args: { request: { messages: any[]; model?: string } }) => {
|
||||
ai_chat: (args: { request: { messages: any[]; model?: string; system?: string } }) => {
|
||||
const lastMsg = args.request.messages[args.request.messages.length - 1]?.content ?? ''
|
||||
const lower = lastMsg.toLowerCase()
|
||||
let content = `I can help you with that. Could you provide more details about what you'd like to know?`
|
||||
if (lower.includes('summarize')) {
|
||||
content = `Here's a summary of the note:\n\n**Key Points:**\n- The note covers the main topic and its related concepts\n- It includes actionable items and references to other notes\n- Several wiki-links connect it to the broader knowledge base\n\nWould you like me to expand on any of these points?`
|
||||
} else if (lower.includes('expand')) {
|
||||
content = `Here are suggestions to expand this note:\n\n1. **Add context** — Include background information\n2. **Link related notes** — Connect to [[related topics]]\n3. **Add examples** — Include concrete examples\n4. **Update status** — Reflect current progress`
|
||||
} else if (lower.includes('grammar')) {
|
||||
content = `Grammar review complete. The writing is clear and well-structured. Minor suggestions:\n\n- Consider varying sentence lengths for better rhythm\n- A few passive constructions could be made active`
|
||||
}
|
||||
return {
|
||||
content: `[Mock] Responding to: "${lastMsg.slice(0, 80)}"`,
|
||||
content,
|
||||
model: args.request.model ?? 'claude-3-5-haiku-20241022',
|
||||
stop_reason: 'end_turn',
|
||||
}
|
||||
|
||||
@@ -25,7 +25,7 @@ export function estimateTokens(text: string | number): number {
|
||||
|
||||
const DEFAULT_CONTEXT_LIMIT = 180_000
|
||||
|
||||
export function getContextLimit(model: string): number {
|
||||
export function getContextLimit(_model: string): number {
|
||||
return DEFAULT_CONTEXT_LIMIT
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user