qin-chenghan ad45f59d66
feat(memory): pluggable memory abstraction with self-contained DeerMem backend (#4122)
* feat(memory): pluggable + self-contained memory system (MemoryManager plan phases 1 & 2)

Phase 1 — Pluggable (steps 0-10):
- ABC MemoryManager (9 methods) + singleton factory + drop-in backend discovery
- DeerMem default backend with core/ (storage/queue/updater/prompt/message_processing)
- NoopMemoryManager backend (proves pluggability)
- All call sites (middleware/hook/prompt/gateway/client/app) routed through manager
- hasattr capability probing for DeerMem-internal methods (no hard imports)
- MemoryConfig gains manager_class field; shared vs DeerMem-private annotated

Phase 2 — Self-contained DeerMem (steps 11-18):
- backend_config passthrough + DeerMemConfig (all DeerMem-private fields moved off MemoryConfig)
- DI: DeerMem owns storage/queue/updater/llm as instance attributes (no global singletons)
- Storage independence: core/paths.py with own root (~/.deermem or ),
  factory auto-injects deer-flow's runtime_home() as absolute base_dir (zero-config)
- LLM independence: core/llm.py via langchain init_chat_model (no create_chat_model)
- Trace independence: optional tracing_callback replaces inject_langfuse_metadata/request_trace_context
- Message processing independence: hide_from_ui default-skip + optional should_keep_hidden_message hook
- Internal imports → relative (only deer_mem.py ABC import is host-relative)
- Carrier (deer_mem.py adapter) / portable (deermem/ config+core) split
- New tests: test_deermem_self_contained + test_memory_manager_pluggable; all memory tests migrated
- Other-agent demo: samples/other_agent_demo/ + automated portability test
- config.example.yaml memory section updated to phase-2 schema

* feat(memory): port consolidation + staleness fix into self-contained DeerMem; phase-2 host hooks

Port upstream #3996 (memory consolidation) and #3993 (staleness KeyError fix)
from origin/MemoryManager into the pluggable, self-contained DeerMem structure
(backends/deermem/deermem/), adapted to the DI MemoryUpdater (config injected,
not get_memory_config globals):

- DeerMemConfig: add consolidation_enabled (opt-in, default false) /
  consolidation_min_facts / consolidation_max_groups_per_cycle /
  consolidation_max_sources
- prompt.py: factsToConsolidate JSON field + {consolidation_section} placeholder
  + CONSOLIDATION_PROMPT constant
- updater.py: _coerce_source_confidence / _select_consolidation_candidates /
  _build_consolidation_section module helpers (matching the existing
  _select_stale_candidates style); consolidation normalization in
  _normalize_memory_update_data; consolidation apply in _apply_updates (after
  max_facts trim, with apply-time guardrails mirroring staleness); staleness
  KeyError fix (f["id"] -> f.get("id") is not None) applied to both the
  staleness guardrail and the consolidation allowed_source_ids comprehension
- config.example.yaml: consolidation section under memory.backend_config
- tests/test_memory_consolidation.py: 40 DI-adapted tests (running, not skipped)
  incl. the staleness KeyError regression

Also includes in-flight phase-2 host-integration work: storage_path semantics
(any absolute/relative value = root dir) and host-default tracing_callback /
should_keep_hidden_message hooks injected into backend_config by the factory.

Co-Authored-By: Claude <noreply@anthropic.com>

* feat(memory): add noop backend template and backends guide

- backends/noop/: complete drop-in template (config.py with zero deer-flow
  imports, noop_manager.py with a 6-step new-backend walkthrough in its
  docstring, commented optional fact-CRUD capabilities).
- backends/README.md: which files to touch when adding/swapping a backend,
  the 5-item backend contract, and common pitfalls.
- manager.py: generalize backend examples in comments (drop mem0-specific
  references).

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(frontend): guard formatTimeAgo against invalid timestamps

Return a neutral placeholder when the input date is invalid (e.g. an empty lastUpdated from a backend with no memories) instead of throwing 'Invalid time value' from date-fns.

Co-Authored-By: Claude <noreply@anthropic.com>

* feat(memory): wire tool-driven memory mode through the MemoryManager ABC

tools.py (memory_search/add/update/delete) now calls get_memory_manager()
instead of the removed host memory module, so tool mode (memory.mode: tool)
works for any backend. DeerMem.search is implemented (case-insensitive
substring match, ranked by confidence) as a stand-in for the planned
semantic retrieval; noop.search returns [] (unchanged). Fact-CRUD tools
use getattr+callable probing -- backends lacking those ops (noop) get a
clear JSON error instead of crashing.

Tests: test_memory_tools rewired to mock the manager (handler tests) +
TestModeGating retained; test_memory_search now covers DeerMem.search;
pluggable stubs test updated (search no longer a stub).

Co-Authored-By: Claude <noreply@anthropic.com>

* fix: resolve lint errors (import sorting, type annotation quotes, E402 in skipped tests)

* docs: restore explanatory comments in config.example.yaml memory section

* fix(security): port html-escape memory facts fix (#4097) to vendored DeerMem prompt.py

* fix(memory): address review + port dropped upstream memory fixes

Review blockers (vendored DeerMem):
- #4044 restore _escape_memory_for_prompt (current_memory blob in
  MEMORY_UPDATE_PROMPT) - prevents </current_memory> breakout
- #4028 html.escape staleness-section cat/content in _build_staleness_section
- #4119 add _escape_summary for injection-path summaries (Work/Personal/
  Current Focus/Recent/Earlier/Background)
- default-model silent no-op: factory injects host default chat model via a
  new host_llm slot (create_chat_model(name=None)); DeerMem prefers host_llm
  over build_llm(model). Zero-config extraction works out of the box again
- MemoryConfigResponse: fix stale docstring (backend-agnostic shape; DeerMem
  knobs live under backend_config, not top-level - restoring flat would
  re-couple the API to DeerMem). Frontend audited: does not read /memory/config
- _host_default_tracing_callback: restore langfuse assistant_id/environment
- search: push category onto the ABC signature; DeerMem filters BEFORE the
  top_k slice (was filtered client-side after slicing -> starved results)
- _do_update_memory_sync: split into wrapper+impl; bind trace_id into the
  request-trace ContextVar on the Timer/executor worker via a new
  trace_context_manager host hook (None trace_id left unbound - no fabrication)
- client.py fact-CRUD now passes user_id (was writing to the global bucket
  while get_memory reads per-user)
- _resolve_manager_class: fail-fast (raise ValueError) on an unresolved
  explicit manager_class instead of silently falling back to DeerMem (memory is
  persistent state - a wrong store is a silent data-integrity footgun)

Upstream memory fixes dropped by the host->vendored rename conflict, re-ported
to backends/deermem/deermem/core/ (+ deer_mem.py):
- #4073 queue busy-timer-spin -> _reprocess_pending flag (core/queue.py)
- #4074 null source.confidence in staleness -> _coerce_source_confidence
  (core/updater.py: _build_staleness_section + _apply_updates stale sort)
- #4075 factsToRemove is optional (drop from _REQUIRED_MEMORY_UPDATE_TOP_LEVEL_KEYS)
- #4076 null confidence in search ranking -> _coerce_source_confidence
  (deer_mem.py DeerMem.search)

host_llm + trace_context_manager are host-injected via backend_config (factory
in manager.py), keeping backends/deermem/ at exactly one `from deerflow` line
(the ABC contract) - portability test preserved.

Co-Authored-By: Claude <noreply@anthropic.com>

* fix: resolve lint errors (F541 f-string without placeholders, E501 line too long)

* fix(memory): restore hide_from_ui clarification preservation, expose mode

Two memory-system fixes (F541/E501 lint was already fixed on this branch):

- filter_messages_for_memory: restore default preservation of well-formed
  human_input_response clarification answers (v2 regression). The
  self-containment refactor made the bare function skip ALL hide_from_ui when
  no hook was passed, but upstream preserves well-formed clarification
  responses by default (test_hide_from_ui_human_input_response_is_preserved).
  Inline a host-agnostic _is_human_clarification_response mirror of
  read_human_input_response as the default keep-decision; the host-injected
  should_keep_hidden_message hook still overrides (production path unchanged).
  Portable package stays zero `from deerflow`.

- /memory/config: expose `mode` (middleware|tool) in MemoryConfigResponse +
  the config/status endpoints + client.get_memory_config. mode is a host-
  shared, behavior-determining field missing from the response projection.
  Sync tests (mock .mode; e2e assert mode present).

- Align manager_class field docstring with fail-fast behavior.

Tests: filter/self-contained/portability (35) + memory-config (4) pass;
ruff clean.

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(memory): resolve ruff format failures in memory module + tests

`make lint` runs `ruff format --check` in addition to `ruff check`; 8 memory
files had pending format changes -- 7 pre-existing (deer_mem, updater, tools,
test_memory_queue/router/search/tools) + message_processing from the
hide_from_ui fix. Apply `ruff format`: whitespace/wrapping only, no logic
change. 109 memory tests pass; ruff check + format --check both clean.

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(memory): address PR review - legacy field migration, fact_id contract, path/docs

Address willem-bd's review on PR head bc8bf0d4 (risk:high, persistent state):

- config: auto-migrate pre-abstraction top-level memory.* DeerMem fields
  (storage_path, max_facts, debounce_seconds, model_name, token_counting,
  staleness_*, consolidation_*) into backend_config on load + warn, so an
  upgrade does NOT silently revert customized settings (was: silent
  extra='ignore' drop). model_name -> backend_config.model.model. Unknown
  top-level keys warned.
- factory: resolve a relative backend_config.storage_path against runtime_home()
  (base_dir-relative, CWD-independent) to preserve pre-abstraction semantics;
  paths.py stays portable (no runtime_home import).
- tools: memory_add uses the fact_id returned directly by create_fact instead of
  re-deriving it via content-key matching (coupled the tool to the backend's
  content normalization; could misreport a storage cap). create_fact now returns
  (memory_data, fact_id); gateway/client/tool updated. Fix terse
  {"error":"content"} -> {"error":"empty content"}.
- app.py: update stale token_counting=="char" warm-up comment to point at
  manager.warm (DeerMem.warm re-checks char and returns early).
- router: comment explaining reload_memory silent fallback vs fact 501 asymmetry
  (read-only degrade vs write fail-loud).
- CHANGELOG: document breaking changes (/memory/config + client.get_memory_config
  shape flat->backend_config; custom storage_class path moved + __init__ must
  accept config) and the legacy-field auto-migration.
- tests: add regression test pinning the per-user memory path
  ({storage_path}/users/{safe_user_id}/memory.json == host make_safe_user_id)
  across the abstraction; update create_fact mocks for (memory_data, fact_id).

Tests: 273 passed (memory suite); ruff check + format clean.

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(memory): address PR review - storage_path, max_facts, tracing, parsing

Six review findings (willem-bd), each verified against upstream:

- storage_path semantics (file -> root dir): migration drops file-style
  (.json) legacy values with a warning; factory raises if storage_path
  resolves to an existing file (avoid silent NotADirectoryError write
  failure). CHANGELOG + config.example.yaml comment updated.
- create_memory_fact enforces max_facts again (via _trim_facts_to_max) and
  returns (memory, None) when the cap evicts the new fact; memory_add tool
  reports "not stored", client raises ValueError, POST /memory/facts -> 409.
- max_facts trim uses _coerce_source_confidence (was raw f.get("confidence",
  0) -> TypeError on non-float imported/legacy confidence, swallowed as
  silent update failure).
- memory-tracing assistant_id restored to "memory_agent" (was "lead-agent"
  copy-paste; matches upstream + DeerMem run_name).
- _is_human_clarification_response cross-checked against
  read_human_input_response (drift guard test).
- empty-string legacy values skipped silently in migration (narrow fix, not
  broad "if not value" which would skip explicit bool False).

8 new regression tests. make lint + 406 memory tests pass.

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(memory): address internal review - storage fail-fast, build_llm degrade, config warn, noop template

Addresses 4 findings from the PR #4122 internal supplemental review
(parallel to willem-bd's review, no overlap):

- create_storage fail-fast: a misspelled/unimportable storage_class now
  raises ValueError instead of silently falling back to FileMemoryStorage.
  Memory is persistent state, so a wrong store is a data-integrity footgun;
  mirrors the existing manager_class resolution policy. (storage.py)

- noop template create_fact signature: the commented template used
  keyword-only `content` and returned a bare dict, while DeerMem's actual
  create_fact takes positional `content` and returns tuple[dict, str|None]
  (the memory_add tool passes content positionally; gateway/client/tools all
  tuple-unpack). A backend copied from the template would 500 on fact-CRUD.
  Template fixed; delete_fact/update_fact templates left (callers compatible).
  (noop_manager.py)

- build_llm graceful degrade: wrap init_chat_model in try/except, degrade to
  None + WARNING on failure (mirroring _host_default_llm) so a misconfigured
  explicit model does not crash app startup -- non-LLM memory ops still work
  and an update raises at runtime with the error logged. (llm.py)

- from_backend_config unknown-key warning: log a WARNING for unknown
  backend_config keys (mirrors the host layer's load_memory_config_from_dict)
  so a typo like `storage_pat` does not silently fall back to the default and
  write memory to an unintended location. (config.py)

Tests: rewrote 3 create_storage fallback tests to expect ValueError; added 4
tests (build_llm zero-config/degrade, from_backend_config warn/silent).
make lint green; full memory suite passes.

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: lllyfff <2281215061@qq.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: lllyfff <122260771+lllyfff@users.noreply.github.com>
2026-07-15 11:21:04 +08:00
..
2026-01-14 09:58:53 +08:00
2026-01-24 19:38:08 +08:00
2026-02-10 22:07:25 +08:00

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

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 packageManager in 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.