mirror of
https://github.com/bytedance/deer-flow.git
synced 2026-08-08 13:58:38 +00:00
* feat: show real-time context window usage in chat UI (#3125) Adds a `context_usage` block to `GET /api/threads/{id}/token-usage` (token count from the live checkpoint, the thread model's `context_window`, and a percentage), introduces a new `ModelConfig.context_window` distinct from the per-call `max_tokens` output cap, and surfaces the percentage in the chat header — inside `TokenUsageIndicator` when token-usage tracking is on, or as a standalone badge when it's off so context capacity stays visible independent of cost tracking. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat: per-category breakdown for context window usage Replace the single-number context_usage payload with a Claude-Code-style breakdown — messages, system prompt, skills, system/MCP tools (active + deferred), custom agents, memory injection, autocompact buffer, and free space — and surface it in the chat UI with a segmented progress bar and per-row table. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * docs(config): document context_window across model examples Add `context_window` to every example model in config.example.yaml so the new chat-UI "% context used" indicator works out of the box for whichever example a user adopts. Each value is the published default at the time of writing; users are pointed at the official model spec to verify. Bumps config_version to 11 so `make config-upgrade` flags outdated user configs. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * style: ruff format (line-length 240) No behavior change — collapses two multi-line expressions that fit on one line under the project's 240-char limit. Picked up by `make format`. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * review: address Copilot bot comments on #3183 - token-usage-indicator: switch `{contextPercentage && (...)}` to an explicit `!= null` check. (The string `"0"` is actually truthy in JS so the original code wasn't buggy, but the explicit check is clearer.) - context-usage-breakdown: drop the `useMemo` around segments/totals — the computation is O(n) over a handful of rows and the previous memo deps omitted `t.contextUsage.categories`, so the bar's tooltips/aria-labels could stay in the old language after a locale switch. - context_usage._split_tools: snapshot MCP names from `get_cached_mcp_tools()` directly instead of re-reading `extensions_config.json` after `get_available_tools()` already loaded it. Removes redundant file I/O on every `/token-usage` poll. (`get_available_tools()` still emits its own INFO logs — silencing those is out of scope here.) Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * style(frontend): prettier --write context-usage-breakdown CI's `pnpm format` (prettier --check) caught two lines previously formatted by hand. Collapses one comma to fit on one line; no behavior change. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(gateway): correct context-usage breakdown + add exact token counting The context-usage indicator shipped two bugs that silently zeroed whole breakdown rows (both caught by try/except, so the feature looked alive but produced wrong numbers): 1. _count_system_prompt passed app_config= to get_deferred_tools_prompt_section, which only accepts deferred_names -> TypeError swallowed -> system_prompt row always 0, and used_tokens/percentage undercounted by the full prompt. Also subtracted the deferred section twice (the rendered prompt already excluded it). Fix: derive deferred names deterministically and pass them to apply_prompt_template; drop the redundant subtraction. 2. _split_tools imported a non-existent get_deferred_registry -> ImportError swallowed -> all four tool-category rows always 0. Fix: classify via the public is_mcp_tool predicate + tool_search.enabled (mirrors build_deferred_tool_setup); the MCP tag is set by get_available_tools. Added token_usage.counting (approximate|exact). 'exact' routes text/schema/ message counting through the model tokenizer (tiktoken cl100k_base) via the existing memory-module machinery (lazy load + cache + cooldown + CJK-aware fallback), so CJK-heavy threads stop being undercounted by chars//4. Regression + e2e tests added; 6621 backend tests pass. * fix(gateway): harden context usage accounting * fix(gateway): count promoted MCP tools as active in context usage Promoted tools (deferred MCP tools the thread has fetched via tool_search) have their full schema bound on every subsequent turn by DeferredToolFilterMiddleware, so they consume context like any active tool. The breakdown previously left them in the reserved *_deferred rows, under- counting the thread's used_tokens. Classification now treats a tool as deferred only when tool_search is enabled, it is MCP-sourced, AND it has not been promoted. The promoted set is read from the checkpoint's channel_values and scoped by catalog hash — matching the runtime middleware, so a stale promotion from MCP-config drift cannot inflate the active count. The static system prompt still lists all deferred tool names (promotions only affect schema binding, not the prompt), so _count_system_prompt's deferred rendering is intentionally left unchanged. 8 new tests cover classification, catalog-hash scoping (match / drift / compute-failure / malformed), and checkpoint extraction. * fix(context): address review feedback * fix(context): count structured message payloads * fix(context): harden usage accounting * fix(config): bump schema for context usage fields * refactor: narrow context usage to core indicator --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com> Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
DeerFlow Frontend
Like the original DeerFlow 1.0, we would love to give the community a minimalistic and easy-to-use web interface with a more modern and flexible architecture.
Tech Stack
- Framework: Next.js 16 with App Router
- UI: React 19, Tailwind CSS 4, Shadcn UI, MagicUI and React Bits
- AI Integration: LangGraph SDK and Vercel AI Elements
Quick Start
Prerequisites
- Node.js 22+
- pnpm 10.26.2+
Installation
# Install dependencies
pnpm install
# Copy environment variables
cp .env.example .env
# Edit .env with your configuration
Development
# Start development server
pnpm dev
# The app will be available at http://localhost:3000
Build & Test
# Type check
pnpm typecheck
# Check formatting
pnpm format
# Apply formatting
pnpm format:write
# Lint
pnpm lint
# Run unit tests
pnpm test
# One-time setup: install Playwright Chromium browser
pnpm exec playwright install chromium
# Run E2E tests (builds and starts production server automatically)
pnpm test:e2e
# Build for production
pnpm build
# Start production server
pnpm start
Site Map
├── / # Landing page
├── /chats # Chat list
├── /chats/new # New chat page
└── /chats/[thread_id] # A specific chat page
Configuration
Environment Variables
Key environment variables (see .env.example for full list):
# Backend API URL (optional, uses local Next.js/nginx proxy by default)
NEXT_PUBLIC_BACKEND_BASE_URL="http://localhost:8001"
# LangGraph-compatible API URL (optional, uses local Next.js/nginx proxy by default)
NEXT_PUBLIC_LANGGRAPH_BASE_URL="http://localhost:8001/api"
Project Structure
tests/
├── e2e/ # E2E tests (Playwright, Chromium, mocked backend)
└── unit/ # Unit tests (mirrors src/ layout)
src/
├── app/ # Next.js App Router pages
│ ├── api/ # API routes
│ ├── workspace/ # Main workspace pages
│ └── mock/ # Mock/demo pages
├── components/ # React components
│ ├── ui/ # Reusable UI components
│ ├── workspace/ # Workspace-specific components
│ ├── landing/ # Landing page components
│ └── ai-elements/ # AI-related UI elements
├── core/ # Core business logic
│ ├── api/ # API client & data fetching
│ ├── artifacts/ # Artifact management
│ ├── config/ # App configuration
│ ├── i18n/ # Internationalization
│ ├── mcp/ # MCP integration
│ ├── messages/ # Message handling
│ ├── models/ # Data models & types
│ ├── settings/ # User settings
│ ├── skills/ # Skills system
│ ├── threads/ # Thread management
│ ├── todos/ # Todo system
│ └── utils/ # Utility functions
├── hooks/ # Custom React hooks
├── lib/ # Shared libraries & utilities
├── server/ # Server-side code
│ └── better-auth/ # Authentication setup and session helpers
└── styles/ # Global styles
Scripts
| Command | Description |
|---|---|
pnpm dev |
Start development server with Turbopack |
pnpm build |
Build for production |
pnpm start |
Start production server |
pnpm test |
Run unit tests with Rstest |
pnpm test:e2e |
Run E2E tests with Playwright |
pnpm format |
Check formatting with Prettier |
pnpm format:write |
Apply formatting with Prettier |
pnpm lint |
Run ESLint |
pnpm lint:fix |
Fix ESLint issues |
pnpm typecheck |
Run TypeScript type checking |
pnpm check |
Run both lint and typecheck |
Development Notes
- Uses pnpm workspaces (see
packageManagerin package.json) - Turbopack enabled by default in development for faster builds
- Environment validation can be skipped with
SKIP_ENV_VALIDATION=1(useful for Docker) - Backend API URLs are optional; nginx proxy is used by default in development
License
MIT License. See LICENSE for details.