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* feat(community): add Sofya web search provider Add a community provider backed by Sofya (https://sofya.co). Its search endpoint returns the content of the result pages, not only their snippets, and its fetch endpoint returns a page as markdown. Both are plain JSON over HTTP, so this needs no extra Python package (uses httpx, already a dependency). Changes: - backend/packages/harness/deerflow/community/sofya/__init__.py - backend/packages/harness/deerflow/community/sofya/tools.py Implements web_search_tool and web_fetch_tool using httpx. API key is read from the config.yaml `api_key` field or the SOFYA_API_KEY env var. Follows the same interface and output shape as the existing ddg_search and serper providers, including the max_results parameter with config override and the structured "No results found" error. - backend/tests/test_sofya_tools.py Unit tests covering API key resolution, config overrides, result mapping, time range, HTTP errors, empty results, and fetch failures. - config.example.yaml: add commented-out Sofya web_search and web_fetch examples alongside the other providers - .env.example: add SOFYA_API_KEY placeholder - backend/docs/CONFIGURATION.md: list Sofya under web_search, web_fetch and the environment variables * fix(sofya): honor caller max_results, validate search_depth, join time_range contract test - Caller-supplied max_results now wins; config is used only when the argument is omitted, matching GroundRoute. - search_depth is clamped to basic/snippets; an unsupported value logs a warning and falls back to basic. - Sofya added to the shared time_range schema contract test. * fix(sofya): cap per-result content so a search stays inline An unbounded search payload (up to 20 read pages) crossed the tool output budget middleware's externalize_min_chars threshold, which replaces the result list with a file reference. Cap each result's content at contents_max_characters (default 2000, 0 disables), matching Exa's config key. Five capped results stay under the 12000 char threshold. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016TZhyPNCX2GYyBPkvTgJV5 * fix(sofya): list Sofya in the recency contract, coerce non-string content _clip subscripted its input, so a non-string content or description from the API raised TypeError instead of degrading. Coerce to text first, the way _sofya_post and _response_results guard the shapes around it. Also add Sofya to the Web Search Recency section in backend/AGENTS.md. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016TZhyPNCX2GYyBPkvTgJV5 * fix(sofya): coerce web_fetch content, list sofya in the tools guide, add changelog web_fetch sliced its content the same way web_search did before the last push: a truthy non-string from the API passed the falsiness guard and then raised TypeError. Reuse _clip, keeping the `or ""` so empty content still reports "No content found". Also add sofya to the community provider inventory in packages/harness/deerflow/tools/AGENTS.md and an [Unreleased] changelog entry. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016TZhyPNCX2GYyBPkvTgJV5 * docs(zh): add the missing InfoQuest and Firecrawl web_fetch tabs The ZH web_fetch tab list named five providers where EN names seven. Both tabs mirror their EN counterparts, so the two locales list the same web_fetch providers again. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016TZhyPNCX2GYyBPkvTgJV5 --------- Co-authored-by: Claude Opus 5 <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.