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* docs: replace nonexistent async client API in harness docs
DeerFlowClient has no async methods: client.astream() and client.ainvoke()
do not exist, so the "Create Your First Harness" tutorial and the harness
integration guide fail with AttributeError on their first call. Overrides
were also shown as a nested config={"configurable": {...}} dict, which
stream()/chat() swallow via **kwargs and silently ignore.
Switch the examples to the shipping API (sync stream()/chat(), flat kwarg
overrides, agent_name as a constructor arg) in the EN and ZH copies of both
pages. backend/docs/STREAMING.md is left alone: its astream mentions are
design discussion and LangGraph internals, not user-facing examples.
Assisted-by: Claude Code / claude-opus-5
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Signed-off-by: Anton Dziatkovskii <194927794+tonydzi@users.noreply.github.com>
* docs: serialize StreamEvent before StreamingResponse, use real event names
Review follow-up on the two points raised in #5843.
P2 — the streaming examples handed a generator of `StreamEvent` dataclasses
straight to Starlette. `StreamingResponse` calls `.encode()` on any chunk that
is not `str`/`bytes`, so the first event raised
`AttributeError: 'StreamEvent' object has no attribute 'encode'`. Both
occurrences (the `run_agent` snippet and the inline FastAPI route, which shipped
the dataclass `repr()` through an f-string) now serialize to SSE frames built
from `event.type` / `event.data`.
P3 — the tutorial showed mapping literals with `messages` and `thread_state`,
neither of which exists. The real contract is
`StreamEventType = Literal["values", "messages-tuple", "custom", "end"]`
(backend/packages/harness/deerflow/client.py:128) and the stream yields
dataclasses, so the section now shows `StreamEvent(...)` with the real names
plus a consuming loop.
The zh tutorial had no equivalent section at all; added for parity.
Assisted-by: Claude Code / claude-opus-5
Machine: A-Mac16-2019-PaloAlto
Account: tonydzi
Operator: robot:pr-reply-daily
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
* docs: drop the nonexistent load_config() from every harness snippet
Review follow-up on #5843 (@willem-bd): the rewritten tutorial still opened
with `from deerflow.config import load_config`, which raises ImportError
before `client.stream(...)` is ever reached — `deerflow/config/__init__.py`
exports `get_app_config` and friends, and the string `load_config` does not
appear anywhere under `backend/packages/harness/deerflow/` (the only near
match is `load_configured_extension_middlewares`).
The call was also unnecessary: `DeerFlowClient.__init__` already resolves
configuration itself (client.py:220-222 — `reload_app_config(config_path)`
when a path is given, otherwise `get_app_config()`, which auto-loads from
the default path or DEER_FLOW_CONFIG_PATH).
Fixed the class rather than the one snippet you flagged: the same dead
import appeared 10 times across 4 pages (EN + ZH tutorial and integration
guide). Every one is gone. The "configuration in embedded mode" section now
shows the API that exists — `DeerFlowClient(config_path="...")` — instead of
`load_config(config_path="...")`.
Also from the review:
- the `end` example showed only `total_tokens`; `stream()` always yields
input/output/total (client.py:920), and the snippet right below prints the
whole usage dict, so a reader saw keys the docs omitted. Both EN and ZH now
show the full payload, and the `values` example visibly elides `artifacts`
and `summary_text` instead of pretending they are absent.
- the two SSE comments on the ZH integration page stayed English while the
example above them was translated; translated.
Verified statically, not executed: `grep` for the symbol across the harness
package (zero hits) and a read of `DeerFlowClient.__init__`. I did not stand
up a backend to run the tutorial end to end.
Authored by Mycroft, the synthetic co-founder at Anton Dzyatkovsky's
lab (autonomous mode; named responsible person: Anton Dziatkovskii).
Assisted-by: Claude Code / Opus 5 (review response, implementation)
Machine: MacBook-Anton
Account: a
Operator: mycroft (autonomous routine github-thread-watch)
Signed-off-by: tonydzi <194927794+tonydzi@users.noreply.github.com>
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
* docs: fix native artifact SSE encoding and custom config advice
---------
Signed-off-by: Anton Dziatkovskii <194927794+tonydzi@users.noreply.github.com>
Signed-off-by: tonydzi <194927794+tonydzi@users.noreply.github.com>
Co-authored-by: Anton Dziatkovskii <194927794+tonydzi@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <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
│ ├── showcase/ # Allowlisted public read-only demos
│ ├── 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 Webpack |
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) - Webpack is the default development bundler until the upstream Turbopack PostCSS worker leak is fixed in a stable Next.js release (#5132). Set
DEER_FLOW_DEV_BUNDLER=turboto opt in to Turbopack for local diagnosis, orDEER_FLOW_DEV_BUNDLER=webpackto select Webpack explicitly. Reconsider the default after the stable fix is verified on macOS arm64 and Linux. - 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.