dify

AI Agents & Assistants

Production-ready platform for agentic workflow development.

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TypeScript Latest 1.14.2 · 15d ago Security brief →

Features

Provides an intuitive interface for building LLM applications
Supports AI workflow, Retrieval‑Augmented Generation (RAG) pipelines and agents
Offers model management and observability integrations (e.g., Opik, Langfuse, Arize Phoenix)

Security Response History

1 CVE

CVE	Severity	Disclosed	Patched (this tool)	vs Ecosystem Median
CVE-2026-42208 KEV	critical CVSS 9.8	2026-05-08	2026-05-12	4d

Recent releases

View all 30 releases →

Review required

1.14.2 Breaking risk 15d

Auth RBAC

Security, workflows, knowledge, UI, deployment, agent

Open

Upgrade now

1.14.1 Security relevant 22d

Auth Dependencies

SECRET_KEY auto‑generation

patches CVE-2026-42208

Open

1.14.0 Breaking risk 1mo

Security fixes

Stricter change-email token validation (GHSA-4q3w-q5mc-45rq)
IDOR hardening with tenant validation and ownership checks

Notable features

Real-time workflow collaboration with synced graph updates and team presence
Service API for programmatic human-in-the-loop workflows
Accessibility improvements and Goto Anything navigation command

Full changelog

🚀 What's New in v1.14.0?

Collaboration

Collaboration allows workspace members to edit the same workflow together, with synced graph updates, online presence, and shared visibility into who is working where.

On self-hosted deployments, collaboration is turned off by default. Enable it by setting:

ENABLE_COLLABORATION_MODE = true
SERVER_WORKER_CLASS = geventwebsocket.gunicorn.workers.GeventWebSocketWorker
NEXT_PUBLIC_SOCKET_URL = your deployment’s WebSocket URL (e.g., wss://dify.example.com)

For more details, see Full Documentation

Human-in-the-loop (HITL)

Service API for HITL — programmatic support for human-in-the-loop flows alongside existing console behavior.

MCP and plugins

MCP tool metadata — refresh after updates so the UI stays in sync.
MCP server URL — fix double /v1 that could break OAuth and authorization (404).
MCP OAuth discovery — handle malformed JSON safely.
MCP schema publishing — map checkbox and json_object types correctly.
Plugins — auto-upgrade strategy persistence, local installer and file-input behavior, tenant scoping for inner API end-user lookup.

Marketplace and OAuth

Marketplace and OAuth — targeted fixes for marketplace flows and OAuth sign-in (including edge cases such as null email on GitHub OAuth).

UI kit and front-end platform

@langgenius/dify-ui — shared primitives (for example PreviewCard, Meter), design tokens, and broad migration from ad-hoc web/base/ui toward the package.
Accessibility — date and time pickers, auto-update strategy picker, scrollbars in plugin and model selectors, and related polish.
Goto Anything — recent items, /go command, deeper app sub-sections; fix for Cmd+K (removed problematic dynamic import).
Prompt editor — slash-triggered variable filtering; keyboard up/down in variable lists.
Follow-up questions — improved settings and token limits for suggested questions.
Modals — ApiKey, provider config, and others refactored toward a shared Dialog pattern with tests.

Observability and analytics

Langfuse — optional time-to-first-token (TTFT) reporting.
Explore — banner impression tracking; app preview event tracking on cards.

Billing and quotas

Quota v3 integration in the product stack.
Billing UI — Meter-based usage presentation; more resilient cleanup when billing APIs fail.
File uploader — billing-aware behavior and copy updates.

Data, RAG, and knowledge

Summary index and Weaviate — compatibility fixes when using the summary index with Weaviate.
Vector projection — include is_summary and original_chunk_id in default projection where relevant.
External and bound datasets — stronger tenant checks on knowledge APIs.

Infrastructure and operations

Docker Compose — healthchecks for api, worker, and worker_beat; template and env example updates (for example S3 address style).
Celery — default worker concurrency raised to 4; missing queue fix.
PostgreSQL — higher default max connections (200) for the updated app DB path.
Redis — configurable key prefix; retry logic for Redis operations.
TiDB — endpoint support and related auth binding migration (Qdrant endpoint on TiDB auth bindings).
Markdown — optional ALLOW_INLINE_STYLES environment variable to allow inline CSS in rendered Markdown when needed.

Security

Change-email flow — stricter phase-bound token handling (GHSA-4q3w-q5mc-45rq).
IDOR hardening — tenant validation on data-source binding; dataset and API ownership checks where gaps were found.

Performance

Optimized performance of graph initialization.

API and platform internals

Graphon — upgrade to standalone Graphon 0.2.2 (replacing in-tree dify_graph naming and packaging).
OpenAPI — script to generate OpenAPI v2 JSON and documentation pointer.
Deprecation — some legacy console APIs marked deprecated in favor of newer patterns.
Large SQLAlchemy 2.0 select() migration, Pydantic BaseModel for many console and service responses, and testcontainers-based tests for stability.

What's Changed

test: migrate restore archived workflow run tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34083
refactor(api): continue decoupling dify_graph from API concerns by @laipz8200 in https://github.com/langgenius/dify/pull/33580
refactor: replace dict with BedrockRetrievalSetting BaseModel in knowledge_service by @faizkhairi in https://github.com/langgenius/dify/pull/34080
test: migrate workflow converter tests to testcontainers by @Desel72 in https://github.com/langgenius/dify/pull/34038
refactor(api): rename dify_graph to graphon by @WH-2099 in https://github.com/langgenius/dify/pull/34095
refactor: select in service API wraps, file_preview, and site controllers by @RenzoMXD in https://github.com/langgenius/dify/pull/34086
test: migrate database retrieval tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34087
test: migrate account deletion sync tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34091
test: migrate metadata partial update tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34088
test: migrate plugin parameter service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34090
test: Unit test case for services.dataset_services.py by @rajatagarwal-oss in https://github.com/langgenius/dify/pull/33212
fix: handle null email in GitHub OAuth sign-in by @Krishnachaitanyakc in https://github.com/langgenius/dify/pull/34043
fix: datasource api-key modal z-index incorrect by @hjlarry in https://github.com/langgenius/dify/pull/34103
fix(prompt-editor): fix unexpected blur effect in prompt editor by @WTW0313 in https://github.com/langgenius/dify/pull/34069
refactor: select in service API dataset document and segment controllers by @RenzoMXD in https://github.com/langgenius/dify/pull/34101
chore(deps): bump pypdf from 6.9.1 to 6.9.2 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34099
refactor: use ungh for github api by @hyoban in https://github.com/langgenius/dify/pull/34108
fix: dataset query created_by empty UUID in iteration subgraph (#34004) by @Achieve3318 in https://github.com/langgenius/dify/pull/34044
chore: enable no-barrel-files by @hyoban in https://github.com/langgenius/dify/pull/34121
chore(deps): update picomatch version in nodejs-client and web packages by @WTW0313 in https://github.com/langgenius/dify/pull/34123
fix: the menu of multi nodes always display on left top corner by @hjlarry in https://github.com/langgenius/dify/pull/34120
refactor(web): convert 7 enums to as-const objects (batch 5) by @mahmoodhamdi in https://github.com/langgenius/dify/pull/33960
fix: import path by @QuantumGhost in https://github.com/langgenius/dify/pull/34124
chore: Support merge queue status checks in required CI workflows by @laipz8200 in https://github.com/langgenius/dify/pull/34133
chore(api): remove backend utcnow usage by @laipz8200 in https://github.com/langgenius/dify/pull/34131
chore: Keep main CI lane checks stable when skipped by @laipz8200 in https://github.com/langgenius/dify/pull/34143
chore: remove stale mypy suppressions and align dataset service tests by @WH-2099 in https://github.com/langgenius/dify/pull/34130
test: migrate human input delivery test service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34092
chore(deps-dev): bump nltk from 3.9.3 to 3.9.4 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34117
test: migrate api key auth service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34147
refactor: use EnumText for model_type and WorkflowNodeExecution.status by @tmimmanuel in https://github.com/langgenius/dify/pull/34093
test: migrate plugin service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34098
chore(deps): bump requests from 2.32.5 to 2.33.0 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34116
test: migrate api token service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34148
chore(deps): bump brace-expansion from 5.0.4 to 5.0.5 in /sdks/nodejs-client by @dependabot[bot] in https://github.com/langgenius/dify/pull/34159
test: migrate auth integration tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34089
feat: add copy/delete to multi nodes context menu by @hjlarry in https://github.com/langgenius/dify/pull/34138
test: use happy dom by @hyoban in https://github.com/langgenius/dify/pull/34154
chore(ci): remove Python 3.11 from CI test workflows by @1Ckpwee in https://github.com/langgenius/dify/pull/34164
ci: skip duplicate actions by @hyoban in https://github.com/langgenius/dify/pull/34168
feat: return correct dify-plugin-daemon error message by @fatelei in https://github.com/langgenius/dify/pull/34171
feat: enterprise otel exporter by @GareArc in https://github.com/langgenius/dify/pull/33138
refactor: use EnumText for credential_type in TriggerSubscription by @tmimmanuel in https://github.com/langgenius/dify/pull/34174
refactor: select in core/ops trace manager and trace providers by @RenzoMXD in https://github.com/langgenius/dify/pull/34197
refactor(api): use standalone graphon package by @WH-2099 in https://github.com/langgenius/dify/pull/34209
refactor: use EnumText for prompt_type and customize_token_strategy by @tmimmanuel in https://github.com/langgenius/dify/pull/34204
chore(deps): bump cryptography from 44.0.3 to 46.0.6 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34210
test: migrate messages clean service retention tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34207
refactor: use select for API key auth lookups by @Maa-ly in https://github.com/langgenius/dify/pull/34146
test: migrate metadata service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34220
test: migrate workspace service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34218
test: migrate tag service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34219
refactor: core/tools, agent, callback_handler, encrypter, llm_generator, plugin, inner_api by @RenzoMXD in https://github.com/langgenius/dify/pull/34205
chore(ci): reduce web test shard fan-out by @laipz8200 in https://github.com/langgenius/dify/pull/34215
chore(ci): remove duplicate pyrefly work from style lane by @laipz8200 in https://github.com/langgenius/dify/pull/34213
fix: Fix docker-compose.yaml's ENV variables by @jasonfish568 in https://github.com/langgenius/dify/pull/31101
test: init e2e by @hyoban in https://github.com/langgenius/dify/pull/34193
chore(deps-dev): bump happy-dom from 20.8.8 to 20.8.9 in /web by @dependabot[bot] in https://github.com/langgenius/dify/pull/34243
test: migrate workflow service tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34206
chore(ci): split API unit and integration coverage reporting by @laipz8200 in https://github.com/langgenius/dify/pull/34211
chore(ci): tighten backend workflow path filters by @laipz8200 in https://github.com/langgenius/dify/pull/34217
Docs: unify language switch links across root and localized README files by @Fronut in https://github.com/langgenius/dify/pull/34201
chore(web): remove stale i18n check test by @lyzno1 in https://github.com/langgenius/dify/pull/34237
chore(ci): simplify i18n translation workflow by @lyzno1 in https://github.com/langgenius/dify/pull/34238
fix(ci): tighten Claude i18n workflow scope by @lyzno1 in https://github.com/langgenius/dify/pull/34262
chore(deps): bump boto3 from 1.42.73 to 1.42.78 in /api in the storage group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34248
chore(deps): update redis requirement from ~=7.3.0 to ~=7.4.0 in /api in the database group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34247
chore(deps): bump the google group in /api with 2 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34252
chore(deps): bump opik from 1.10.45 to 1.10.54 in /api in the llm group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34254
chore(deps-dev): update types-regex requirement from ~=2026.2.28 to ~=2026.3.32 in /api in the dev group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34249
chore(deps-dev): bump the dev group in /api with 7 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34258
feat(api): add delete workflow functionality with error handling by @ZeroZ-lab in https://github.com/langgenius/dify/pull/33657
chore(deps): update gunicorn requirement from ~=25.1.0 to ~=25.3.0 in /api in the flask group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34244
chore(deps): bump the storage group in /api with 3 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34256
chore(deps-dev): bump the vdb group in /api with 5 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34257
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/34267
chore(deps): bump the github-actions-dependencies group across 1 directory with 2 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34261
refactor: core/rag docstore, datasource, embedding, rerank, retrieval by @RenzoMXD in https://github.com/langgenius/dify/pull/34203
refactor(api): replace json.loads with Pydantic validation in services layer by @eureka0928 in https://github.com/langgenius/dify/pull/33704
fix: enrich Service API segment responses with summary content by @jigangz in https://github.com/langgenius/dify/pull/34221
refactor: introduce pnpm workspace by @hyoban in https://github.com/langgenius/dify/pull/34241
fix: upgrade langfuse SDK to v3+ for LLM-as-judge support by @majiayu000 in https://github.com/langgenius/dify/pull/34265
fix(workflow): improve node organization by @WTW0313 in https://github.com/langgenius/dify/pull/34276
test: migrate trigger providers controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34295
fix(i18n): translate "nodes.note.addNote" as "メモを追加" in ja-JP by @t-daisuke in https://github.com/langgenius/dify/pull/34294
test: migrate data source controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34292
test: migrate app apis controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34291
test: migrate web forgot password controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34288
fix: map checkbox and json_object types in MCP schema publishing by @majiayu000 in https://github.com/langgenius/dify/pull/34226
test: migrate workspace wraps controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34296
test: migrate web wraps controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34289
test: migrate web conversation controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34287
test: migrate app import api controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34290
chore(deps): bump pygments from 2.19.2 to 2.20.0 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34301
test: migrate tool provider controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34293
test: migrate mcp controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34297
refactor: use EnumText for Provider.quota_type and consolidate ProviderQuotaType by @tmimmanuel in https://github.com/langgenius/dify/pull/34299
refactor: use EnumText for model_type in provider models by @tmimmanuel in https://github.com/langgenius/dify/pull/34300
chore(ci): move full VDB matrix off the PR path by @laipz8200 in https://github.com/langgenius/dify/pull/34216
fix: bridge Dify design tokens for streamdown table fullscreen by @ZZITE in https://github.com/langgenius/dify/pull/34224
fix(web): fix document detail page status inconsistency with list page by @fisherOne1 in https://github.com/langgenius/dify/pull/33740
fix: silent diff when number count are the same by @asukaminato0721 in https://github.com/langgenius/dify/pull/34097
refactor(api): narrow otel instrumentor typing by @wangji0923 in https://github.com/langgenius/dify/pull/33853
fix(http): expose structured vars in HTTP body selector by @owldev127 in https://github.com/langgenius/dify/pull/34185
fix(dev): load middleware env in start-docker-compose by @dominciyue in https://github.com/langgenius/dify/pull/33927
feat: increase default celery worker concurrency to 4 by @SeasonPilot in https://github.com/langgenius/dify/pull/33105
test: add tests for api/services retention, enterprise, plugin by @cryptus-neoxys in https://github.com/langgenius/dify/pull/32648
chore: try to avoid supply chain security by @hyoban in https://github.com/langgenius/dify/pull/34317
test: migrate rag pipeline controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34303
test: migrate rag pipeline datasets controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34304
test: migrate rag pipeline import controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34305
test: migrate rag pipeline workflow controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34306
test: migrate explore conversation controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34312
fix(web): internationalize DSL export modal labels by @lyzno1 in https://github.com/langgenius/dify/pull/34323
fix(ci): restore i18n dispatch bridge by @lyzno1 in https://github.com/langgenius/dify/pull/34331
chore: normalize frozenset literals and myscale typing by @WH-2099 in https://github.com/langgenius/dify/pull/34327
refactor(nodejs-sdk): replace axios with fetch transport by @lyzno1 in https://github.com/langgenius/dify/pull/34325
fix(web): localize error boundary copy by @lyzno1 in https://github.com/langgenius/dify/pull/34332
fix(ci): structure i18n sync payload and PR flow by @lyzno1 in https://github.com/langgenius/dify/pull/34342
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/34339
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/34338
test: migrate apikey controller tests to testcontainers by @Desel72 in https://github.com/langgenius/dify/pull/34286
refactor: use sessionmaker().begin() in console app controllers by @Desel72 in https://github.com/langgenius/dify/pull/34282
refactor: use sessionmaker().begin() in console datasets controllers by @Desel72 in https://github.com/langgenius/dify/pull/34283
refactor: use sessionmaker().begin() in web and mcp controllers by @Desel72 in https://github.com/langgenius/dify/pull/34281
refactor: use sessionmaker().begin() in console workspace and misc co… by @Desel72 in https://github.com/langgenius/dify/pull/34284
refactor(api): clean redundant type ignore in request query parsing 🤖🤖🤖 by @majiayu000 in https://github.com/langgenius/dify/pull/34350
perf: use global httpx client instead of per request create new one by @fatelei in https://github.com/langgenius/dify/pull/34311
feat(docker): add healthcheck for api, worker, and worker_beat services by @majiayu000 in https://github.com/langgenius/dify/pull/34345
refactor: enhance ELK layout handling by @WTW0313 in https://github.com/langgenius/dify/pull/34334
refactor: core/app pipeline, core/datasource, and core/indexing_runner by @RenzoMXD in https://github.com/langgenius/dify/pull/34359
fix: Variable Aggregator cannot click group swich by @hjlarry in https://github.com/langgenius/dify/pull/34361
refactor: select in 13 small service files by @RenzoMXD in https://github.com/langgenius/dify/pull/34371
fix: support qa_preview shape in IndexProcessor preview formatting by @EndlessLucky in https://github.com/langgenius/dify/pull/34151
refactor(api): replace json.loads with Pydantic validation in controllers and infra layers by @eureka0928 in https://github.com/langgenius/dify/pull/34277
fix: apply Baidu Vector DB connection timeout when initializing Mochow client by @jimmyzhuu in https://github.com/langgenius/dify/pull/34328
refactor: select in 10 service files by @RenzoMXD in https://github.com/langgenius/dify/pull/34373
chore: move commit hook to root by @hyoban in https://github.com/langgenius/dify/pull/34404
fix: sqlalchemy.exc.InvalidRequestError: Can't operate on closed tran… by @fatelei in https://github.com/langgenius/dify/pull/34407
refactor: migrate service_api and inner_api to sessionmaker pattern by @xr843 in https://github.com/langgenius/dify/pull/34379
refactor: select in message_service and ops_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34414
chore(deps): bump aiohttp from 3.13.3 to 3.13.4 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34425
refactor(api): type OpsTraceProviderConfigMap with TracingProviderCon… by @YB0y in https://github.com/langgenius/dify/pull/34424
refactor(web): migrate remaining toast usage by @lyzno1 in https://github.com/langgenius/dify/pull/34433
refactor: model_load_balancing_service and api_tools_manage_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34434
fix: fix online_drive is not a valid datasource_type by @fatelei in https://github.com/langgenius/dify/pull/34440
refactor(api): replace test fixture side-effect imports by @WH-2099 in https://github.com/langgenius/dify/pull/34421
refactor: select in tag_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34441
chore(api): align Python support with 3.12 by @WH-2099 in https://github.com/langgenius/dify/pull/34419
fix: add tenant/dataset ownership checks to prevent IDOR vulnerabilities by @LikiosSedo in https://github.com/langgenius/dify/pull/34436
test: added test for api/services/rag_pipeline folder by @akashseth-ifp in https://github.com/langgenius/dify/pull/33222
test: added unit test for remaining files in core helper folder by @akashseth-ifp in https://github.com/langgenius/dify/pull/33288
refactor: update to tailwind v4 by @hyoban in https://github.com/langgenius/dify/pull/34415
refactor: split icon collections by @hyoban in https://github.com/langgenius/dify/pull/34453
test: add unit tests for services and tasks part-4 by @poojanInfocusp in https://github.com/langgenius/dify/pull/33223
refactor(api): tighten login and wrapper typing by @WH-2099 in https://github.com/langgenius/dify/pull/34447
ci: Update pyrefly version to 0.59.1 by @asukaminato0721 in https://github.com/langgenius/dify/pull/34452
chore: clean up useless tailwind reference by @hyoban in https://github.com/langgenius/dify/pull/34478
refactor: select in metadata_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34479
refactor: select in workflow_tools_manage_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34477
fix: remove redundant cast in MCP base session by @majiayu000 in https://github.com/langgenius/dify/pull/34461
fix(security): add tenant_id validation to prevent IDOR in data source binding by @xr843 in https://github.com/langgenius/dify/pull/34456
chore: knip fix by @hyoban in https://github.com/langgenius/dify/pull/34481
fix: fix import dsl failed by @fatelei in https://github.com/langgenius/dify/pull/34492
refactor(api): type get_knowledge_rate_limit with KnowledgeRateLimitD… by @YB0y in https://github.com/langgenius/dify/pull/34483
refactor(api): type webhook data extraction with RawWebhookDataDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34486
refactor(api): type hit testing retrieve responses with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34484
refactor(api): type log identity dict with IdentityDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34485
test: migrate service_api dataset controller tests to testcontainers by @YB0y in https://github.com/langgenius/dify/pull/34423
chore: update deps by @hyoban in https://github.com/langgenius/dify/pull/34487
refactor: replace useContext with use in selected batch by @agenthaulk in https://github.com/langgenius/dify/pull/34450
refactor: select in external_knowledge_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34493
refactor: select in rag_pipeline by @RenzoMXD in https://github.com/langgenius/dify/pull/34495
refactor: select in account_service (AccountService class) by @RenzoMXD in https://github.com/langgenius/dify/pull/34496
chore: override lodash by @hyoban in https://github.com/langgenius/dify/pull/34502
fix(web): restore ui select public exports by @lyzno1 in https://github.com/langgenius/dify/pull/34501
chore: update code-inspector-plugin to 1.5.1 by @hyoban in https://github.com/langgenius/dify/pull/34506
refactor: select in account_service (RegisterService class) by @RenzoMXD in https://github.com/langgenius/dify/pull/34500
refactor(api): type annotation service dicts with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34482
refactor(web): replace react-syntax-highlighter with shiki by @mvanhorn in https://github.com/langgenius/dify/pull/33473
refactor(web): migrate notion page selectors to tanstack virtual by @lyzno1 in https://github.com/langgenius/dify/pull/34508
test: add unit tests for app store and annotation components, enhancing coverage for state management and UI interactions by @CodingOnStar in https://github.com/langgenius/dify/pull/34510
refactor: select in account_service (TenantService class) by @RenzoMXD in https://github.com/langgenius/dify/pull/34499
refactor: select in dataset_service (DatasetService class) by @RenzoMXD in https://github.com/langgenius/dify/pull/34525
refactor(api): type celery sqlcommenter tags with CelerySqlcommenterTagsDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34526
refactor(api): type messages cleanup stats with MessagesCleanStatsDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34527
build: include packages in docker build by @hyoban in https://github.com/langgenius/dify/pull/34532
refactor: select in annotation_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34503
refactor: select in dataset_service (DocumentService class) by @RenzoMXD in https://github.com/langgenius/dify/pull/34528
refactor: select in datasource_provider_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34548
refactor: select in dataset_service (SegmentService and remaining cla… by @RenzoMXD in https://github.com/langgenius/dify/pull/34547
refactor: convert ProviderQuotaType if/elif to match/case (#30001) by @agenthaulk in https://github.com/langgenius/dify/pull/34561
refactor: convert AppMode if/elif to match/case in service files (#30001) by @agenthaulk in https://github.com/langgenius/dify/pull/34562
refactor: convert AppMode if/elif to match/case in app_generate_service (#30001) by @agenthaulk in https://github.com/langgenius/dify/pull/34563
refactor(api): type workflow run delete/count results with RunsWithRelatedCountsDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34531
fix: lighten the health checks for the Worker and Worker Beat services, and disable them by default by @kurokobo in https://github.com/langgenius/dify/pull/34572
chore(deps): bump boto3 from 1.42.78 to 1.42.83 in /api in the storage group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34578
chore(deps): bump the storage group in /api with 2 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34585
chore(deps): bump flask-compress from 1.23 to 1.24 in /api in the flask group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34580
chore(deps): bump the google group in /api with 4 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34581
chore(deps): bump the github-actions-dependencies group with 4 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34582
chore(deps): bump sqlalchemy from 2.0.48 to 2.0.49 in /api in the database group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34584
chore(deps): bump the llm group in /api with 3 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34583
refactor(api): reuse IdentityDict TypedDict in logging filters by @YB0y in https://github.com/langgenius/dify/pull/34593
chore(deps): update flask-compress requirement from <1.24,>=1.17 to >=1.17,<1.25 in /api in the flask group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34573
chore(deps): bump google-auth-httplib2 from 0.3.0 to 0.3.1 in /api in the google group by @dependabot[bot] in https://github.com/langgenius/dify/pull/34575
chore(deps-dev): bump the vdb group in /api with 7 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34586
refactor(api): type orphaned draft variable stats with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34590
refactor(api): type upload file serialization with UploadFileDict TypedDict by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34589
refactor(api): type archive manifest with ArchiveManifestDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34594
chore(deps-dev): bump the dev group in /api with 6 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34579
refactor(api): type workflow run related counts with RelatedCountsDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34530
chore(deps-dev): bump the dev group across 1 directory with 20 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/34601
refactor(api): type storage statistics with StorageStatisticsDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34609
refactor(api): type document summary status detail with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34610
refactor(api): type crawl status dicts with CrawlStatusDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34611
refactor(api): type MCP tool schema and arguments with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34612
refactor(api): type notification response with NotificationResponseDict TypedDict by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34616
refactor(api): type invitation detail with InvitationDetailDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34613
refactor(api): type LLM generator results with TypedDict by @statxc in https://github.com/langgenius/dify/pull/34621
refactor(api): enforce strict typing on retrieval_model to resolve FIXME by @iamPulakesh in https://github.com/langgenius/dify/pull/34614
refactor(api): type dataset service dicts with TypedDict by @statxc in https://github.com/langgenius/dify/pull/34625
refactor(api): type plugin migration results with TypedDict by @statxc in https://github.com/langgenius/dify/pull/34627
fix: web app user avatar display incorrect black by @hjlarry in https://github.com/langgenius/dify/pull/34624
refactor: migrate session.query to select API in core misc modules by @RenzoMXD in https://github.com/langgenius/dify/pull/34608
refactor: migrate session.query to select API in small task files by @RenzoMXD in https://github.com/langgenius/dify/pull/34617
refactor: migrate session.query to select API in console controllers by @aliworksx08 in https://github.com/langgenius/dify/pull/34607
fix: simplify pre-commit hook flow by @lyzno1 in https://github.com/langgenius/dify/pull/34637
refactor: replace dict params with BaseModel payloads in TagService by @YB0y in https://github.com/langgenius/dify/pull/34422
refactor: migrate session.query to select API in sync task and services by @RenzoMXD in https://github.com/langgenius/dify/pull/34619
refactor: migrate session.query to select API in end_user_service and small tasks by @RenzoMXD in https://github.com/langgenius/dify/pull/34620
refactor: migrate session.query to select API in retrieval_service by @RenzoMXD in https://github.com/langgenius/dify/pull/34638
fix: improve app delete alert dialog UX by @lyzno1 in https://github.com/langgenius/dify/pull/34644
refactor: migrate session.query to select API in document task files by @RenzoMXD in https://github.com/langgenius/dify/pull/34646
refactor(api): type app parameter feature toggles with FeatureToggleD… by @YB0y in https://github.com/langgenius/dify/pull/34651
refactor: migrate session.query to select API in summary and remove document tasks by @RenzoMXD in https://github.com/langgenius/dify/pull/34650
refactor(api): migrate dict returns to TypedDicts in billing service by @iamPulakesh in https://github.com/langgenius/dify/pull/34649
refactor: migrate session.query to select API in rag pipeline task files by @RenzoMXD in https://github.com/langgenius/dify/pull/34648
refactor(api): type webhook validation result and workflow inputs with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34645
refactor(api): type aliyun trace utils with TypedDict and tighten return types by @YB0y in https://github.com/langgenius/dify/pull/34642
refactor(api): type error stream response with TypedDict by @statxc in https://github.com/langgenius/dify/pull/34641
refactor(api): type load balancing config dicts with TypedDict by @statxc in https://github.com/langgenius/dify/pull/34639
fix(#34636): replace SimpleNamespace with MagicMock(spec=App) in test_app_dsl_service by @iamPulakesh in https://github.com/langgenius/dify/pull/34659
fix: var input label missing icon by @hjlarry in https://github.com/langgenius/dify/pull/34569
fix(workflow): correct env variable picker validation by @lyzno1 in https://github.com/langgenius/dify/pull/34666
chore: remove unused pnpm overrides by @lyzno1 in https://github.com/langgenius/dify/pull/34658
refactor(api): replace json.loads with Pydantic validation in security and tools layers by @eureka0928 in https://github.com/langgenius/dify/pull/34380
refactor(api): Extract shared ResponseModel by @corevibe555 in https://github.com/langgenius/dify/pull/34633
refactor(api): type VDB to_index_struct with VectorIndexStructDict TypedDict by @statxc in https://github.com/langgenius/dify/pull/34674
refactor(api): type gen_index_struct_dict with VectorIndexStructDict TypedDict by @statxc in https://github.com/langgenius/dify/pull/34675
refactor(api): type single-node graph structure with TypedDicts in workflow_entry by @YB0y in https://github.com/langgenius/dify/pull/34671
refactor(api): type indexing result with IndexingResultDict TypedDict by @statxc in https://github.com/langgenius/dify/pull/34672
refactor(api): type Tenant custom config with TypedDict and tighten MCP headers type by @YB0y in https://github.com/langgenius/dify/pull/34670
refactor(api): type VDB config params dicts with TypedDicts by @statxc in https://github.com/langgenius/dify/pull/34677
refactor(api): type Chroma and AnalyticDB config params dicts with TypedDicts by @statxc in https://github.com/langgenius/dify/pull/34678
refactor(api): extract shared RAG domain entities into core/rag/entity by @corevibe555 in https://github.com/langgenius/dify/pull/34685
refactor(api): deduplicate shared auth request payloads into auth_entities.py by @corevibe555 in https://github.com/langgenius/dify/pull/34694
refactor(api): clean up AssistantPromptMessage typing in CotChatAgentRunner by @iamPulakesh in https://github.com/langgenius/dify/pull/34681
refactor(api): type I18nObject.to_dict with I18nObjectDict TypedDict by @statxc in https://github.com/langgenius/dify/pull/34680
refactor: migrate session.query to select API in small task files batch by @RenzoMXD in https://github.com/langgenius/dify/pull/34684
refactor(api): migrate consumers to shared RAG domain entities from core/rag/entities/ by @corevibe555 in https://github.com/langgenius/dify/pull/34692
refactor(api): remove duplicated RAG entities from services layer by @corevibe555 in https://github.com/langgenius/dify/pull/34689
refactor: use sessionmaker in controllers, events, models, and tasks 1 by @carlos4s in https://github.com/langgenius/dify/pull/34693
refactor: replace untyped dicts with TypedDict in VDB config classes by @RenzoMXD in https://github.com/langgenius/dify/pull/34697
refactor(api): tighten types for Tenant.custom_config_dict and MCPToolProvider.headers by @corevibe555 in https://github.com/langgenius/dify/pull/34698
refactor(api): deduplicate I18nObject in datasource entities by @corevibe555 in https://github.com/langgenius/dify/pull/34701
fix: backendModelConfig.chat_prompt_config.prompt is undefined by @fatelei in https://github.com/langgenius/dify/pull/34709
chore: update deps by @hyoban in https://github.com/langgenius/dify/pull/34704
refactor(api): deduplicate RAG index entities and consolidate import paths by @corevibe555 in https://github.com/langgenius/dify/pull/34690
refactor(api): deduplicate shared controller request schemas into controller_schemas.py by @corevibe555 in https://github.com/langgenius/dify/pull/34700
ci: update web changes scope by @hyoban in https://github.com/langgenius/dify/pull/34713
refactor: enhance billing info response handling by @hj24 in https://github.com/langgenius/dify/pull/34340
fix(web): avoid prehydration script in slider by @lyzno1 in https://github.com/langgenius/dify/pull/34676
refactor: use sessionmaker in small services 2 by @carlos4s in https://github.com/langgenius/dify/pull/34696
fix: legacy model_type deserialization regression by @IthacaDream in https://github.com/langgenius/dify/pull/34717
refactor(api): deduplicate Pydantic models across fields and controllers by @corevibe555 in https://github.com/langgenius/dify/pull/34718
build: include vinext in docker build by @hyoban in https://github.com/langgenius/dify/pull/34535
chore: remove raw vite deps by @hyoban in https://github.com/langgenius/dify/pull/34726
feat(web): add ALLOW_INLINE_STYLES env var to opt-in inline CSS in Markdown rendering by @s-kawamura-upgrade in https://github.com/langgenius/dify/pull/34719
test: add unit tests for access control components to enhance coverage and reliability by @CodingOnStar in https://github.com/langgenius/dify/pull/34722
fix: update how ky handle error by @hyoban in https://github.com/langgenius/dify/pull/34735
fix(ci): repair i18n bridge and translation workflow by @lyzno1 in https://github.com/langgenius/dify/pull/34738
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/34742
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/34745
chore: align prompt editor var checks with use-check-list checks by @hjlarry in https://github.com/langgenius/dify/pull/34715
fix: add backward-compatible query param for decode_plugin_from_ident… by @zhangbububu in https://github.com/langgenius/dify/pull/34720
fix: fix import error by @fatelei in https://github.com/langgenius/dify/pull/34728
chore(deps): bump cryptography from 46.0.6 to 46.0.7 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34776
refactor: migrate session.query to select API in schedule cleanup task by @aliworksx08 in https://github.com/langgenius/dify/pull/34775
refactor(api): use sessionmaker in trigger provider service & dataset… by @carlos4s in https://github.com/langgenius/dify/pull/34774
refactor(api): tighten types in trivial lint and config fixes by @tmimmanuel in https://github.com/langgenius/dify/pull/34773
refactor: migrate session.query to select API in delete conversation task by @RenzoMXD in https://github.com/langgenius/dify/pull/34772
refactor(api): use sessionmaker in core app generators & pipelines by @carlos4s in https://github.com/langgenius/dify/pull/34771
refactor(api): use sessionmaker in plugin & trigger services by @carlos4s in https://github.com/langgenius/dify/pull/34764
refactor: migrate session.query to select API in delete segment and regenerate summary tasks by @RenzoMXD in https://github.com/langgenius/dify/pull/34763
refactor: migrate session.query to select API in batch clean and disable segments tasks by @RenzoMXD in https://github.com/langgenius/dify/pull/34760
refactor: migrate session.query to select API in add document and clean document tasks by @RenzoMXD in https://github.com/langgenius/dify/pull/34761
refactor(api): use sessionmaker in end user, retention & cleanup services by @carlos4s in https://github.com/langgenius/dify/pull/34765
refactor(api): deduplicate ImportMode and ImportStatus enums from rag_pipeline_dsl_service by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34759
refactor: convert FileTransferMethod if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34769
refactor(api): deduplicate workflow controller schemas into controller_schemas.py by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34755
refactor: convert importStatus if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34780
refactor: convert webapp auth type if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34782
refactor: convert ToolProviderType if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34768
refactor: convert segmentType if/elif to match/case in webhook_service.py (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34770
test: migrate recommended_app_service tests to testcontainers by @volcano303 in https://github.com/langgenius/dify/pull/34751
refactor: convert file-transfer-method-tools if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34783
refactor: convert segmentType workflow if/elif to match/case by @dataCenter430 in https://github.com/langgenius/dify/pull/34785
refactor: convert SegmentType controllers if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34784
refactor: convert file-transfer-method-pipeline if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34788
refactor: convert appMode controllers if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34789
refactor: convert appmode plugin if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34790
refactor: convert ProviderQuota if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34791
fix: copy button not working on API Server and API Key pages by @BrianWang1990 in https://github.com/langgenius/dify/pull/34515
feat: redis add retry logic by @fatelei in https://github.com/langgenius/dify/pull/34566
test: add e2e scenarios for app creation and sign-out by @majiayu000 in https://github.com/langgenius/dify/pull/34285
chore(deps): bump litellm from 1.82.6 to 1.83.0 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34544
refactor: convert TelemetryCase if/elif to match/case (#3001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34797
refactor: deduplicate DefaultRetrievalModelDict TypedDict into retrieval_service.py by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34758
refactor(api): use sessionmaker in workflow & RAG pipeline services by @carlos4s in https://github.com/langgenius/dify/pull/34805
refactor(api): use sessionmaker in datasource provider service by @carlos4s in https://github.com/langgenius/dify/pull/34811
refactor: migrate session.query to select API in document indexing sync task by @RenzoMXD in https://github.com/langgenius/dify/pull/34813
refactor: migrate session.query to select API in core tools by @aliworksx08 in https://github.com/langgenius/dify/pull/34814
refactor: convert ToolProviderType if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34794
refactor: migrate session.query to select API in clean dataset task by @RenzoMXD in https://github.com/langgenius/dify/pull/34815
refactor(api): use sessionmaker in pgvecto_rs VDB service by @carlos4s in https://github.com/langgenius/dify/pull/34818
refactor: migrate session.query to select API in plugin services by @aliworksx08 in https://github.com/langgenius/dify/pull/34817
refactor: migrate session.query to select API in deal dataset vector index task by @RenzoMXD in https://github.com/langgenius/dify/pull/34819
refactor(api): deduplicate DSL shared entities into dsl_entities.py by @aliworksx08 in https://github.com/langgenius/dify/pull/34762
refactor(api): use sessionmaker in builtin tools manage service by @carlos4s in https://github.com/langgenius/dify/pull/34812
fix(web): use nuqs for log conversation url state by @lyzno1 in https://github.com/langgenius/dify/pull/34820
refactor(api): deduplicate json serialization in AppModelConfig.from_model_config_dict by @jonathanchang31 in https://github.com/langgenius/dify/pull/34795
fix(docker): restore S3_ADDRESS_STYLE env examples by @laipz8200 in https://github.com/langgenius/dify/pull/34826
test: add unit tests for AppPublisher, Sidebar, Chat, FileUploader, Form Demo, Notion Page Selector, Prompt Editor, and Header Navigation components by @CodingOnStar in https://github.com/langgenius/dify/pull/34802
chore: update deps by @hyoban in https://github.com/langgenius/dify/pull/34833
refactor(api): reduce Dify GraphInitParams usage by @laipz8200 in https://github.com/langgenius/dify/pull/34825
fix(web): resolve Dify compact array types in tool output schema by @balancetheworld in https://github.com/langgenius/dify/pull/34804
ci: bump pyrefly version by @asukaminato0721 in https://github.com/langgenius/dify/pull/34821
fix: fix remove_leading_symbols remove [ by @fatelei in https://github.com/langgenius/dify/pull/34832
chore: install from npm for vinext by @hyoban in https://github.com/langgenius/dify/pull/34840
fix: fix sqlalchemy.orm.exc.DetachedInstanceError by @fatelei in https://github.com/langgenius/dify/pull/34845
refactor: migrate session.query to select API in webhook service by @aliworksx08 in https://github.com/langgenius/dify/pull/34849
refactor: migrate session.query to select API in file service by @aliworksx08 in https://github.com/langgenius/dify/pull/34852
refactor: migrate session.query to select API in deal dataset index update task by @RenzoMXD in https://github.com/langgenius/dify/pull/34847
refactor(api): deduplicate EnabledConfig property logic in AppModelConfig by @jonathanchang31 in https://github.com/langgenius/dify/pull/34793
refactor: migrate web human_input_form from reqparse to Pydantic BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/34859
chore: remove commented-out reqparse code from rag_pipeline_workflow by @ai-hpc in https://github.com/langgenius/dify/pull/34860
refactor: migrate console human_input_form from reqparse to PydanticBaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/34858
refactor: migrate TrialApp and AccountTrialAppRecord to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34806
refactor(api): type recommend app database retrieval dicts with TypedDicts by @YB0y in https://github.com/langgenius/dify/pull/34873
refactor(api): type Celery SSL options and Sentinel transport dicts with TypedDicts by @dataCenter430 in https://github.com/langgenius/dify/pull/34871
refactor(api): type OpenSearch/Lindorm/Huawei VDB config params dicts with TypedDicts by @dataCenter430 in https://github.com/langgenius/dify/pull/34870
refactor: convert appmode misc if/elif to match/case (#30001) by @dataCenter430 in https://github.com/langgenius/dify/pull/34869
fix(mcp): catch JSONDecodeError in OAuth discovery functions 🤖🤖🤖 by @jeanibarz in https://github.com/langgenius/dify/pull/34868
refactor(api): type DatasourceProviderApiEntity.to_dict with TypedDict by @volcano303 in https://github.com/langgenius/dify/pull/34879
refactor(models): replace Any with precise types in Tenant and MCPToo… by @corevibe555 in https://github.com/langgenius/dify/pull/34880
refactor(api): use sessionmaker in relyt & tidb_vector VDB services by @carlos4s in https://github.com/langgenius/dify/pull/34848
fix(api): replace assert isinstance with proper runtime type checks in message transformers by @iamPulakesh in https://github.com/langgenius/dify/pull/34865
fix(api): prevent cross-tenant external API use-check disclosure by @laipz8200 in https://github.com/langgenius/dify/pull/34744
refactor(web): move avatar to base ui by @lyzno1 in https://github.com/langgenius/dify/pull/34889
refactor(api): type format_preview returns with TypedDicts in index processors by @volcano303 in https://github.com/langgenius/dify/pull/34893
refactor(api): modernize type annotations — replace Optional/Union with | syntax by @corevibe555 in https://github.com/langgenius/dify/pull/34888
refactor: migrate TrialApp and AccountTrialAppRecord to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34897
refactor(api): replace Optional/Union with | syntax, remove dead AnyFunction by @corevibe555 in https://github.com/langgenius/dify/pull/34894
refactor(mcp): remove unused AnyFunction alias, tighten callback type by @corevibe555 in https://github.com/langgenius/dify/pull/34890
fix(web): assign in-progress tracing items to latest loop/iteration record by @plind-junior in https://github.com/langgenius/dify/pull/34661
refactor(services): replace Union with | syntax in service layer (batch 2) by @corevibe555 in https://github.com/langgenius/dify/pull/34906
fix: fix orm_exc.DetachedInstanceError by @fatelei in https://github.com/langgenius/dify/pull/34904
refactor(otel): replace Any with Tracer and [T] generics by @corevibe555 in https://github.com/langgenius/dify/pull/34883
feat(ci): add pyrefly type coverage reporting to CI by @corevibe555 in https://github.com/langgenius/dify/pull/34754
refactor(services): replace Union with | syntax in service layer by @corevibe555 in https://github.com/langgenius/dify/pull/34905
fix: sqlalchemy.orm.exc.DetachedInstanceError by @leslie2046 in https://github.com/langgenius/dify/pull/34910
test: migrate ops_service tests to testcontainers by @volcano303 in https://github.com/langgenius/dify/pull/34749
test: migrate hit_testing_service tests to testcontainers by @volcano303 in https://github.com/langgenius/dify/pull/34750
refactor(api): type workflow generator args dict with TypedDict by @dataCenter430 in https://github.com/langgenius/dify/pull/34876
refactor(tools): replace redundant dict[str, str] with EmojiIconDict by @YgorLeal in https://github.com/langgenius/dify/pull/34786
refactor: make DefaultFieldsMixin compatible with TypeBase (MappedAsDataclass) by @sxxtony in https://github.com/langgenius/dify/pull/34686
fix(api): default parent_mode to paragraph for hierarchical chunking via API by @plind-junior in https://github.com/langgenius/dify/pull/34635
fix(workflow): correct maximized editor panel layout in execution logs by @HamzaSwitch in https://github.com/langgenius/dify/pull/34909
refactor(api): replace Any with precise types in db_migration_lock by @corevibe555 in https://github.com/langgenius/dify/pull/34891
docs(contributing): move agent attribution guidance to PR template by @laipz8200 in https://github.com/langgenius/dify/pull/34919
chore: should hide change action when node is undeletable by @hjlarry in https://github.com/langgenius/dify/pull/34592
fix: fix outputs share same name var by @fatelei in https://github.com/langgenius/dify/pull/34604
refactor(api): type Redis connection param builder functions with TypedDicts by @dataCenter430 in https://github.com/langgenius/dify/pull/34875
test: add unit tests for workflow components including tools and inspect vars by @CodingOnStar in https://github.com/langgenius/dify/pull/34843
test: migrate SQLAlchemyWorkflowNodeExecutionRepository tests to testcontainers by @bittoby in https://github.com/langgenius/dify/pull/34926
refactor(api): type Document.to_dict with DocumentDict TypedDict by @bittoby in https://github.com/langgenius/dify/pull/34924
chore(deps): bump pypdf from 6.9.2 to 6.10.0 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/34946
refactor(api): type ToolInvokeMeta.to_dict with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34942
refactor(api): type get_prompt_template with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34943
refactor(api): type DatasourceInvokeMeta.to_dict with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34940
refactor(api): type SQLALCHEMY_ENGINE_OPTIONS with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34941
refactor: replace inline api.model with Pydantic BaseModel in model_config by @ai-hpc in https://github.com/langgenius/dify/pull/34930
test: remove dataset service update/delete mock tests superseded by testcontainers by @bittoby in https://github.com/langgenius/dify/pull/34937
test: remove dataset metadata mock tests superseded by testcontainers by @bittoby in https://github.com/langgenius/dify/pull/34931
refactor: replace inline api.model with register_schema_models in billing by @ai-hpc in https://github.com/langgenius/dify/pull/34928
test: remove dataset permission mock tests superseded by testcontainers by @bittoby in https://github.com/langgenius/dify/pull/34936
refactor: remove base ui i18n dependency by @lyzno1 in https://github.com/langgenius/dify/pull/34921
fix: fix tool output duplicate by @fatelei in https://github.com/langgenius/dify/pull/34962
refactor(api): migrate controllers to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34960
test: migrate Conversation/Message inputs tenant resolution SQL tests to Testcontainers by @wdeveloper16 in https://github.com/langgenius/dify/pull/34957
test: migrate WorkflowNodeExecutionModel creator property SQL tests to Testcontainers by @wdeveloper16 in https://github.com/langgenius/dify/pull/34958
refactor(api): migrate core RAG layer to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34965
test: migrate RagPipelineService DB operation SQL tests to Testcontainer by @wdeveloper16 in https://github.com/langgenius/dify/pull/34959
refactor: migrate verify_subscription_credentials return type to TypedDict by @AlsoTheZv3n in https://github.com/langgenius/dify/pull/34967
test: migrate Conversation.status_count and Site.generate_code SQL tests to Testcontainers by @wdeveloper16 in https://github.com/langgenius/dify/pull/34955
refactor(services): migrate dataset_service and clear_free_plan_tenant_expired_logs to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34970
refactor(services): migrate datasource_provider_service to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34974
test: update TestContainers integration tests and unit test fixtures to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34969
refactor(services): migrate builtin_tools_manage_service to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34973
refactor(services): migrate trigger_provider_service to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34972
refactor(services): migrate summary_index_service to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34971
refactor(api): migrate tools, account, workflow and plugin services to SQLAlchemy 2.0 by @wdeveloper16 in https://github.com/langgenius/dify/pull/34966
refactor(tasks): migrate document_indexing_task and remove_app_and_related_data_task to SQLAlchemy 2.0 select() API by @wdeveloper16 in https://github.com/langgenius/dify/pull/34968
test: migrate test_remove_app_and_related_data_task to SQLAlchemy 2.0 select() API by @dataCenter430 in https://github.com/langgenius/dify/pull/34985
test: migrate conftest and plugin lifecycle tests to SQLAlchemy 2.0 select() API by @dataCenter430 in https://github.com/langgenius/dify/pull/34979
test: migrate test_messages_clean_service to SQLAlchemy 2.0 select() API by @dataCenter430 in https://github.com/langgenius/dify/pull/34984
refactor: migrate _model_to_insertion_dict return type to TypedDict by @thegdsks in https://github.com/langgenius/dify/pull/34988
refactor(api): type DataSourceApiKeyAuthBinding.to_dict with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/35001
refactor(api): type _serialize_full_content with FullContentDict TypedDict by @YB0y in https://github.com/langgenius/dify/pull/35000
refactor(api): type _get_cluster_connection_health_params with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34999
refactor: replace bare dict with ActionDict TypedDict in cot_agent_runner by @wdeveloper16 in https://github.com/langgenius/dify/pull/34997
test: migrate conversation rename/delete edge cases to Testcontainers integration tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/34991
test: migrate test_workflow_draft_variable_service to SQLAlchemy 2.0 select() API by @dataCenter430 in https://github.com/langgenius/dify/pull/34986
refactor: replace bare dict with typed annotations in external_data_tool by @wdeveloper16 in https://github.com/langgenius/dify/pull/34996
refactor(api): type _build_log_dict return with LogDict TypedDict by @aviu16 in https://github.com/langgenius/dify/pull/34983
fix: external dataset tenant checks for bound knowledge APIs by @laipz8200 in https://github.com/langgenius/dify/pull/34734
chore(deps): bump the flask group in /api with 3 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35007
chore(deps): bump the google group in /api with 5 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35010
chore(deps): bump the database group in /api with 2 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35013
chore(deps): bump the storage group in /api with 3 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35014
chore(deps): bump the llm group in /api with 4 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35019
chore(deps-dev): bump the dev group in /api with 40 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35022
chore(deps): bump the storage group in /api with 2 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35020
chore(deps-dev): bump the vdb group in /api with 4 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35021
chore(deps): bump opentelemetry-propagator-b3 from 1.40.0 to 1.41.0 in /api in the opentelemetry group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35017
chore(deps): bump the github-actions-dependencies group with 4 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35018
chore(deps): bump the python-packages group across 1 directory with 18 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35023
fix(rag): include is_summary and original_chunk_id in default vector projection by @HamzaSwitch in https://github.com/langgenius/dify/pull/34950
refactor(api): enable reportUntypedFunctionDecorator in pyright config (#26412) by @YgorLeal in https://github.com/langgenius/dify/pull/35031
chore(deps): bump the opentelemetry group across 1 directory with 16 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35028
test: implement Account/Tenant model integration tests to replace db-mocked unit tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/34994
test: migrate BillingService permission-check tests to Testcontainers integration tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/34993
refactor: replace bare dict with TypedDicts in annotation_service by @wdeveloper16 in https://github.com/langgenius/dify/pull/34998
refactor: use sessionmaker in workflow_tools_manage_service.py by @HeYin-OS in https://github.com/langgenius/dify/pull/34896
chore: refine .github configs for dependabot, PR template, and stale workflow by @crazywoola in https://github.com/langgenius/dify/pull/35035
chore(deps): bump weave from 0.52.17 to 0.52.36 in /api in the llm group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35038
chore(deps-dev): bump mypy from 1.20.0 to 1.20.1 in /api in the dev group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35039
refactor: remove marshal_with and inline api.model from app_import by @ai-hpc in https://github.com/langgenius/dify/pull/34934
refactor: migrate mcp_server from marshal_with/api.model to Pydantic BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/34935
refactor: migrate app site from marshal_with/api.model to Pydantic BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/34933
refactor: migrate apikey from marshal_with/api.model to Pydantic BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/34932
refactor: migrate RecommendedApp to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34808
refactor: replace inline api.model response schemas with register_schema_models in activate by @ai-hpc in https://github.com/langgenius/dify/pull/34929
refactor: migrate SegmentAttachmentBinding to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34810
refactor(api): deduplicate TextToAudioPayload and MessageListQuery into controller_schemas.py by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34757
refactor(api): improve type safety in MCPToolManageService.execute_auth_actions by @dev-miro26 in https://github.com/langgenius/dify/pull/34824
refactor(api): deduplicate dataset controller schemas into controller_schemas.py by @jakearmstrong59 in https://github.com/langgenius/dify/pull/34756
refactor: migrate WorkflowPause and WorkflowPauseReason to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34688
refactor(api): type WorkflowAppLog.to_dict with WorkflowAppLogDict TypedDict by @statxc in https://github.com/langgenius/dify/pull/34682
refactor(api): consolidate duplicate RerankingModelConfig and WeightedScoreConfig definitions by @corevibe555 in https://github.com/langgenius/dify/pull/34747
fix: correct typo submision to submission by @LincolnBurrows2017 in https://github.com/langgenius/dify/pull/33435
feat: support ttft report to langfuse by @leslie2046 in https://github.com/langgenius/dify/pull/33344
refactor: migrate MessageAnnotation to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34807
test: migrate app_dsl_service tests to testcontainers by @volcano303 in https://github.com/langgenius/dify/pull/34429
test: migrate AudioService TTS message-ID lookup tests to Testcontainers integration tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/34992
fix: fix qdrant delete size is too large by @fatelei in https://github.com/langgenius/dify/pull/35042
fix: optimize trigger long running read transactions by @hj24 in https://github.com/langgenius/dify/pull/35046
refactor(api): type WorkflowRun.to_dict with WorkflowRunDict TypedDict by @KeWang0622 in https://github.com/langgenius/dify/pull/35047
refactor: move vdb implementations to workspaces by @wylswz in https://github.com/langgenius/dify/pull/34900
refactor: improve type annotations in HitTestingService by @xingarr in https://github.com/langgenius/dify/pull/27838
chore: revert react-i18next update by @hyoban in https://github.com/langgenius/dify/pull/35058
refactor(auth): standardize failed login audit logging by @laipz8200 in https://github.com/langgenius/dify/pull/35054
refactor: replace bare dict with dict[str, Any] in ops_service tracin… by @wdeveloper16 in https://github.com/langgenius/dify/pull/35064
refactor: replace bare dict with dict[str, Any] in plugin endpoint_service by @wdeveloper16 in https://github.com/langgenius/dify/pull/35065
refactor: replace bare dict with dict[str, Any] in OpenAPI tools parser by @wdeveloper16 in https://github.com/langgenius/dify/pull/35061
refactor: replace bare dict with dict[str, Any] in watercrawl client by @wdeveloper16 in https://github.com/langgenius/dify/pull/35063
refactor: replace bare dict with dict[str, Any] in datasource_entities by @wdeveloper16 in https://github.com/langgenius/dify/pull/35062
fix: db session expired issue by @hj24 in https://github.com/langgenius/dify/pull/35049
refactor: replace bare dict with UtmInfo TypedDict in operation_service by @wdeveloper16 in https://github.com/langgenius/dify/pull/35055
refactor: replace bare dict with AdvancedPromptTemplateArgs TypedDict by @wdeveloper16 in https://github.com/langgenius/dify/pull/35056
refactor: replace bare dict with WorkflowRunListArgs TypedDict by @wdeveloper16 in https://github.com/langgenius/dify/pull/35057
refactor: replace bare dict with dict[str, Any] in helper cache modules by @wdeveloper16 in https://github.com/langgenius/dify/pull/35067
refactor: replace bare dict with dict[str, Any] in rag extractors by @wdeveloper16 in https://github.com/langgenius/dify/pull/35068
refactor: replace bare dict with dict[str, Any] in tools message_transformer by @wdeveloper16 in https://github.com/langgenius/dify/pull/35069
refactor: replace bare dict with dict[str, Any] in ops_trace_manager by @wdeveloper16 in https://github.com/langgenius/dify/pull/35070
refactor: replace bare dict with dict[str, Any] in pipeline_template module by @wdeveloper16 in https://github.com/langgenius/dify/pull/35071
fix: click empty http node value may cause blur by @iamjoel in https://github.com/langgenius/dify/pull/35051
chore(web): upgrade @base-ui/react to v1.4.0 by @lyzno1 in https://github.com/langgenius/dify/pull/35048
fix: handle URL construction error when switching to Visual Editor by @samrusani in https://github.com/langgenius/dify/pull/35004
refactor: replace bare dict with dict[str, Any] in website_service by @wdeveloper16 in https://github.com/langgenius/dify/pull/35074
refactor: replace bare dict with dict[str, Any] in dataset and external_knowledge services by @wdeveloper16 in https://github.com/langgenius/dify/pull/35073
refactor: replace bare dict with dict[str, Any] in tools manage services by @wdeveloper16 in https://github.com/langgenius/dify/pull/35075
refactor: replace bare dict with dict[str, Any] in moderation module by @wdeveloper16 in https://github.com/langgenius/dify/pull/35076
refactor: replace bare dict with dict[str, Any] in provider entities and plugin client by @wdeveloper16 in https://github.com/langgenius/dify/pull/35077
refactor: replace bare dict with dict[str, Any] in ops trace providers by @wdeveloper16 in https://github.com/langgenius/dify/pull/35082
refactor: replace bare dict with dict[str, Any] in model_manager and … by @wdeveloper16 in https://github.com/langgenius/dify/pull/35083
refactor: replace bare dict with dict[str, Any] in app task_entities … by @wdeveloper16 in https://github.com/langgenius/dify/pull/35084
refactor: replace bare dict with dict[str, Any] in openai_moderation by @jimcody1995 in https://github.com/langgenius/dify/pull/35079
refactor: replace bare dict with dict[str, Any] in app_config managers by @wdeveloper16 in https://github.com/langgenius/dify/pull/35087
test: migrate trigger integration tests to SQLAlchemy 2.0 select API by @bohdansolovie in https://github.com/langgenius/dify/pull/35081
refactor: replace bare dict with typed annotations in controllers by @dataCenter430 in https://github.com/langgenius/dify/pull/35095
refactor(api): type _jsonify_form_definition payload with FormDefinitionPayload TypedDict by @aviu16 in https://github.com/langgenius/dify/pull/35094
test: migrate remove_app_and_related_data integration tests to SQLAlchemy 2.0 APIs by @bohdansolovie in https://github.com/langgenius/dify/pull/35092
test: migrate mail and segment indexing integration tests to SQLAlchemy 2.0 APIs by @bohdansolovie in https://github.com/langgenius/dify/pull/35091
refactor: replace bare dict with typed annotations in core plugin module by @dataCenter430 in https://github.com/langgenius/dify/pull/35096
test: migrate mail_human_input_delivery cleanup fixture to SQLAlchemy 2.0 delete API by @bohdansolovie in https://github.com/langgenius/dify/pull/35090
test(e2e): improve auth coverage and authoring support by @lyzno1 in https://github.com/langgenius/dify/pull/34920
chore: update deps by @hyoban in https://github.com/langgenius/dify/pull/35066
fix(web): handle IME composition in DelimiterInput by @plind-junior in https://github.com/langgenius/dify/pull/34660
refactor: replace bare dict with dict[str, Any] in VDB providers and libs by @wdeveloper16 in https://github.com/langgenius/dify/pull/35123
refactor: replace bare dict with dict[str, Any] in services grab-bag by @wdeveloper16 in https://github.com/langgenius/dify/pull/35112
refactor: replace bare dict with dict[str, Any] in rag_pipeline and datasource_provider services by @wdeveloper16 in https://github.com/langgenius/dify/pull/35107
refactor: replace bare dict with dict[str, Any] in entities, workflow nodes, and tasks by @wdeveloper16 in https://github.com/langgenius/dify/pull/35109
refactor: replace bare dict with dict[str, Any] in VDB providers by @wdeveloper16 in https://github.com/langgenius/dify/pull/35110
refactor: replace bare dict with dict[str, Any] in core provider services and misc modules by @wdeveloper16 in https://github.com/langgenius/dify/pull/35124
refactor: replace bare dict with dict[str, Any] in core tools and runtime by @wdeveloper16 in https://github.com/langgenius/dify/pull/35111
fix: Compatibility issues with the summary index feature when using the weaviate vector database by @FFXN in https://github.com/langgenius/dify/pull/35052
feat(goto-anything): recent items, /go navigation command, deep app sub-sections by @crazywoola in https://github.com/langgenius/dify/pull/35078
chore: Add global fetch mock in vitest.setup.ts to suppress happy-dom ECONNREFUSED errors by @Copilot in https://github.com/langgenius/dify/pull/35131
chore: remove unused Ruff ignore rules by @WH-2099 in https://github.com/langgenius/dify/pull/35102
test: split merged API test modules and remove F811 ignore by @WH-2099 in https://github.com/langgenius/dify/pull/35105
chore(deps): bump pillow from 12.1.1 to 12.2.0 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35119
refactor(web): align tooltip content class props by @lyzno1 in https://github.com/langgenius/dify/pull/35135
refactor(web): remove highPriority modal stacking by @lyzno1 in https://github.com/langgenius/dify/pull/35132
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/35134
chore: allow disabling app-level PostgreSQL timezone injection by @hjlarry in https://github.com/langgenius/dify/pull/35129
chore(deps): update pyarrow to version 23.0.1 and add override deps by @BenjaminX in https://github.com/langgenius/dify/pull/35137
refactor: replace bare dict with typed annotations in core tools module by @dataCenter430 in https://github.com/langgenius/dify/pull/35098
refactor: replace bare dict with typed annotations in app_config/extension/provider by @dataCenter430 in https://github.com/langgenius/dify/pull/35099
refactor: replace bare dict with typed annotations in llm_generator and prompt by @dataCenter430 in https://github.com/langgenius/dify/pull/35100
refactor: replace bare dict with typed annotations in core rag module by @dataCenter430 in https://github.com/langgenius/dify/pull/35097
refactor: convert plugin permission if/elif to match/case (#30001) by @aether-png in https://github.com/langgenius/dify/pull/35140
refactor: use sessionmaker in tool_label_manager.py by @HeYin-OS in https://github.com/langgenius/dify/pull/34895
refactor: convert InvokeFrom if/elif to match/case by @aether-png in https://github.com/langgenius/dify/pull/35143
test: migrate document indexing task tests to SQLAlchemy 2.0 select API by @bohdansolovie in https://github.com/langgenius/dify/pull/35145
test: migrate clean_dataset integration tests to SQLAlchemy 2.0 APIs by @bohdansolovie in https://github.com/langgenius/dify/pull/35146
chore: clarify tracing error copy to direct users to the Tracing tab by @iamjoel in https://github.com/langgenius/dify/pull/35153
fix: doc modal hidden by config modal by @iamjoel in https://github.com/langgenius/dify/pull/35157
refactor: replace bare dict with dict[str, Any] in model provider service and core modules by @wdeveloper16 in https://github.com/langgenius/dify/pull/35122
feat: support configurable redis key prefix by @Blackoutta in https://github.com/langgenius/dify/pull/35139
chore: url in tool description support clicking jump directly by @iamjoel in https://github.com/langgenius/dify/pull/35163
refactor(web): re-design button api by @lyzno1 in https://github.com/langgenius/dify/pull/35166
test: migrate task integration tests to SQLAlchemy 2.0 query APIs by @bohdansolovie in https://github.com/langgenius/dify/pull/35170
test: migrate clean_notion_document integration tests to SQLAlchemy 2… by @bohdansolovie in https://github.com/langgenius/dify/pull/35147
ci: Fix path in coverage markdown rendering step by @asukaminato0721 in https://github.com/langgenius/dify/pull/35136
refactor(web): replace Button destructive boolean with tone semantic axis by @lyzno1 in https://github.com/langgenius/dify/pull/35176
test: migrate conversation read timestamp SQL test to Testcontainers (#32454) by @bohdansolovie in https://github.com/langgenius/dify/pull/35177
refactor(web): migrate confirm dialogs to base/ui/alert-dialog by @CodingOnStar in https://github.com/langgenius/dify/pull/35127
refactor: replace bare dict with dict[str, Any] in RAG and service unit tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/35184
refactor: replace bare dict with dict[str, Any] in enterprise telemetry, external data tool, and moderation tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/35185
test: migrate web site controller tests to Testcontainers (#32454) by @bohdansolovie in https://github.com/langgenius/dify/pull/35180
refactor: replace bare dict with dict[str, Any] in controller and core unit tests by @wdeveloper16 in https://github.com/langgenius/dify/pull/35181
refactor: replace bare dict with dict[str, Any] in models, providers, extensions, libs, and test utilities by @wdeveloper16 in https://github.com/langgenius/dify/pull/35186
refactor(api): migrate workspace account marshal_with responses to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35190
refactor(api): migrate console extension endpoint from api.model to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35189
test: remove document service status mock tests superseded by testcontainers by @jamesrayammons in https://github.com/langgenius/dify/pull/35197
refactor(api): migrate dataset hit-testing response model to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35192
refactor(api): add null safety to extractor_processor and firecrawl by @tmimmanuel in https://github.com/langgenius/dify/pull/35209
refactor: replace bare dict with dict[str, Any] in services unit test helpers by @wdeveloper16 in https://github.com/langgenius/dify/pull/35182
refactor(api): migrate console installed-app list response to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35202
refactor(api): migrate console workflow app-log responses to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35201
refactor: replace bare dict with dict[str, Any] in services and hosti… by @wdeveloper16 in https://github.com/langgenius/dify/pull/35211
refactor: replace bare dict with dict[str, Any] in response converter… by @wdeveloper16 in https://github.com/langgenius/dify/pull/35212
refactor(api): migrate service api workflow responses from marshal_with to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35195
refactor(api): migrate console message responses from marshal_with to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35204
refactor(api): migrate service conversation-variable responses to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35205
refactor(api): migrate console recommended-app response to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35206
refactor(api): migrate workspace current response from marshal_with to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35207
refactor(api): migrate console conversation variables response model to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35193
test: migrate dataset service dataset mock tests to testcontainers by @jamesrayammons in https://github.com/langgenius/dify/pull/35194
refactor(api): migrate console workflow-trigger responses to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35200
test: migrate schedule service mock tests to testcontainers by @jamesrayammons in https://github.com/langgenius/dify/pull/35196
test: remove legacy python3 code executor integration test by @jamesrayammons in https://github.com/langgenius/dify/pull/35223
test: remove legacy code executor integration test by @jamesrayammons in https://github.com/langgenius/dify/pull/35224
fix: import DSL and copy app not work by @hjlarry in https://github.com/langgenius/dify/pull/35239
fix: open restore version panel raise 500 by @hjlarry in https://github.com/langgenius/dify/pull/35240
test: migrate Service API site controller tests to Testcontainers (#32454) by @Eruis2579 in https://github.com/langgenius/dify/pull/35183
refactor(ui): decouple CSS dependencies and improve test quality by @lyzno1 in https://github.com/langgenius/dify/pull/35242
fix: Change 'commit' to 'flush' to prevent subsequent transaction fai… by @zyssyz123 in https://github.com/langgenius/dify/pull/35243
fix(dataset): fix dataset list overlay issue by @WTW0313 in https://github.com/langgenius/dify/pull/35244
test: migrate webhook service additional mock tests to testcontainers by @jamesrayammons in https://github.com/langgenius/dify/pull/35199
feat: tidb endpoint by @zyssyz123 in https://github.com/langgenius/dify/pull/35158
feat(web): unify create_app tracking and persist external attribution by @CodingOnStar in https://github.com/langgenius/dify/pull/35241
fix: remove enable for get by @zyssyz123 in https://github.com/langgenius/dify/pull/35245
test: remove legacy storage key loader integration test by @jamesrayammons in https://github.com/langgenius/dify/pull/35225
test: remove legacy jinja2 code executor integration test by @jamesrayammons in https://github.com/langgenius/dify/pull/35222
test: remove legacy workflow draft variable api test by @jamesrayammons in https://github.com/langgenius/dify/pull/35226
test: remove legacy trigger provider permissions test by @jamesrayammons in https://github.com/langgenius/dify/pull/35227
refactor(api): migrate console tag responses from marshal_with to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35208
feat(ui): scaffold @langgenius/dify-ui and migrate design tokens by @lyzno1 in https://github.com/langgenius/dify/pull/35256
fix(web): include dify-ui workspace package in docker install filter by @lyzno1 in https://github.com/langgenius/dify/pull/35268
refactor(web): align Switch API with Base UI naming convention by @lyzno1 in https://github.com/langgenius/dify/pull/35269
test(types): replace Account/Tenant status string literals with enum values by @xr843 in https://github.com/langgenius/dify/pull/35267
chore(api): prune redundant direct dependency declarations by @WH-2099 in https://github.com/langgenius/dify/pull/35272
feat: collaboration by @hjlarry in https://github.com/langgenius/dify/pull/30781
fix: add miss celery queue by @fatelei in https://github.com/langgenius/dify/pull/35282
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/35283
chore(deps): bump hono from 4.12.12 to 4.12.14 by @dependabot[bot] in https://github.com/langgenius/dify/pull/35287
chore(deps): bump langsmith from 0.7.30 to 0.7.31 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35288
chore(deps): bump pypdf from 6.10.0 to 6.10.1 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35273
test: migrate duplicate and vector index task integration tests to SQLAlchemy 2.0 APIs by @bohdansolovie in https://github.com/langgenius/dify/pull/35292
chore(deps): upgrade vite-plus to 0.1.18 by @lyzno1 in https://github.com/langgenius/dify/pull/35300
refactor(api): add BaseModel conversation variable schemas by @ai-hpc in https://github.com/langgenius/dify/pull/35296
chore(deps): bump dompurify from 3.3.3 to 3.4.0 by @dependabot[bot] in https://github.com/langgenius/dify/pull/35286
refactor(api): add BaseModel workflow field schemas by @ai-hpc in https://github.com/langgenius/dify/pull/35297
refactor(web): redesign Select component and migrate WorkplaceSelector by @lyzno1 in https://github.com/langgenius/dify/pull/35293
refactor(api): migrate console conversation responses to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35294
refactor(web): migrate base/popoversto ui/dropdown-menu and ui/select by @CodingOnStar in https://github.com/langgenius/dify/pull/35278
fix(web): set app card dropdown menu to non-modal by @lyzno1 in https://github.com/langgenius/dify/pull/35302
fix: http node key value type dropdown by @hjlarry in https://github.com/langgenius/dify/pull/35304
fix: apply score threshold after reranking in hybrid search by @aayushbaluni in https://github.com/langgenius/dify/pull/35263
refactor(web): unify Base UI component props to namespace types by @lyzno1 in https://github.com/langgenius/dify/pull/35306
test: migrate clean notion task tests to SQLAlchemy 2.0 APIs by @jimcody1995 in https://github.com/langgenius/dify/pull/35159
test: migrate conversation service mock tests to testcontainers by @jamesrayammons in https://github.com/langgenius/dify/pull/35198
chore: reorg imports by @wylswz in https://github.com/langgenius/dify/pull/35308
perf(web): optimize first-screen rendering performance by @lyzno1 in https://github.com/langgenius/dify/pull/35313
fix(web): add destructive hover background to menu item components by @lyzno1 in https://github.com/langgenius/dify/pull/35322
chore: enable noUncheckedIndexedAccess by @hyoban in https://github.com/langgenius/dify/pull/35178
refactor(web): align UI component APIs with shadcn v4 best practices by @lyzno1 in https://github.com/langgenius/dify/pull/35328
chore: workspace level typecheck by @hyoban in https://github.com/langgenius/dify/pull/35329
chore: workspace lint by @hyoban in https://github.com/langgenius/dify/pull/35331
chore: auto fix for tailwind rules by @hyoban in https://github.com/langgenius/dify/pull/35332
refactor(web): quality closure pass on base UI primitives by @lyzno1 in https://github.com/langgenius/dify/pull/35333
feat(web): add tracking for app preview events in AppCard component by @CodingOnStar in https://github.com/langgenius/dify/pull/35347
chore(deps): bump pypdf from 6.10.1 to 6.10.2 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35339
chore(deps): bump mako from 1.3.10 to 1.3.11 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35340
chore(deps): bump authlib from 1.6.9 to 1.6.11 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35341
chore(api): migrate event handlers to use Session(db.engine) by @jerryzai in https://github.com/langgenius/dify/pull/35234
refactor(api): migrate console mcp-server responses to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35219
docs(web): add Storybook stories for overlay and select primitives by @lyzno1 in https://github.com/langgenius/dify/pull/35334
refactor(api): migrate dataset document response schemas to BaseModel by @ai-hpc in https://github.com/langgenius/dify/pull/35298
fix(web): stop Splash after useUserProfile errors by @shaun0927 in https://github.com/langgenius/dify/pull/35326
refactor: use sessionmaker in api_tools_manage_service.py by @HeYin-OS in https://github.com/langgenius/dify/pull/34892
refactor(web): replace portal component with DropdownMenu in various components by @CodingOnStar in https://github.com/langgenius/dify/pull/35319
fix: scope plugin inner API end-user lookup by tenant by @shaun0927 in https://github.com/langgenius/dify/pull/35325
test: add API seeding infrastructure and app creation E2E scenarios by @Jingyi-Dify in https://github.com/langgenius/dify/pull/35276
refactor: migrate DocumentSegmentSummary to TypeBase by @sxxtony in https://github.com/langgenius/dify/pull/34862
test: migrate dataset service document mock tests to testcontainers by @jamesrayammons in https://github.com/langgenius/dify/pull/35191
fix: guard against KeyError in update_prompt_message_tool loop by @kuishou68 in https://github.com/langgenius/dify/pull/35150
fix(web): stabilize workflow node panel operator dropdown trigger by @CodingOnStar in https://github.com/langgenius/dify/pull/35352
fix: move remote credential validation outside DB session to prevent … by @zyssyz123 in https://github.com/langgenius/dify/pull/35350
refactor(api): move trace providers by @wylswz in https://github.com/langgenius/dify/pull/35144
chore(api): migrate file factory builders and account commands to use Session(db.engine) by @jerryzai in https://github.com/langgenius/dify/pull/35236
refactor(api): type pipeline template retrieval dicts with TypedDict by @YB0y in https://github.com/langgenius/dify/pull/34874
fix: raise chat settings select dropdown above dialog by @hyl64 in https://github.com/langgenius/dify/pull/35357
fix: guard chat file preview rendering when mime type is missing by @hyl64 in https://github.com/langgenius/dify/pull/35355
refactor(dify-ui): finish primitive migration from web/base/ui to @langgenius/dify-ui by @lyzno1 in https://github.com/langgenius/dify/pull/35349
chore(api): migrate mail task and OAuth data source to use Session(db… by @jerryzai in https://github.com/langgenius/dify/pull/35235
fix(web): keep workflow panel operator anchor mounted during menu close animation by @lyzno1 in https://github.com/langgenius/dify/pull/35363
feat: copy nodes cross apps by @hjlarry in https://github.com/langgenius/dify/pull/33273
ci: Add conditional comment creation for diff by @asukaminato0721 in https://github.com/langgenius/dify/pull/35179
feat(explore): implement banner impression tracking and refactor tracking logic by @CodingOnStar in https://github.com/langgenius/dify/pull/35369
test: browser mode for dify ui by @hyoban in https://github.com/langgenius/dify/pull/35365
feat(dify-ui): Meter primitive and billing adoption by @lyzno1 in https://github.com/langgenius/dify/pull/35380
chore(api): adapt Graphon 0.2.2 upgrade by @WH-2099 in https://github.com/langgenius/dify/pull/35377
chore(web): drop delay={0} from tooltip triggers and retype DocName by @lyzno1 in https://github.com/langgenius/dify/pull/35382
fix(web): remove dynamic import from Goto Anything to restore cmd+k by @lyzno1 in https://github.com/langgenius/dify/pull/35383
chore: Replace 'db' with 'sa' for SQLAlchemy compatibility by @asukaminato0721 in https://github.com/langgenius/dify/pull/35373
ci: Update pyrefly dependency version to 0.61.1 by @asukaminato0721 in https://github.com/langgenius/dify/pull/35391
fix(web): prevent infinite render loop on /apps page by @lyzno1 in https://github.com/langgenius/dify/pull/35393
refactor(web): convert file-local Step enum to as-const in website crawlers 🤖🤖🤖 by @jeanibarz in https://github.com/langgenius/dify/pull/34565
fix: complete assigned variable reference descriptions by @hjlarry in https://github.com/langgenius/dify/pull/35406
refactor: remove file upload migration tip by @hjlarry in https://github.com/langgenius/dify/pull/35409
chore: improve conversation opener by @hjlarry in https://github.com/langgenius/dify/pull/35403
fix: accept icon type in app icon updates by @hyl64 in https://github.com/langgenius/dify/pull/35360
fix: prevent double /v1 in MCP server URL causing 404 authorization failure by @dev-miro26 in https://github.com/langgenius/dify/pull/34596
refactor(web): unify app-shell bootstrap on TanStack Query + Next.js route conventions by @lyzno1 in https://github.com/langgenius/dify/pull/35394
refactor(api): flatten nested conditionals and clean up token helpers by @bitcompass in https://github.com/langgenius/dify/pull/34835
chore: migrate workflow node title tooltip by @hjlarry in https://github.com/langgenius/dify/pull/35418
feat(amplitude): integrate AmplitudeProvider and refactor initialization logic by @CodingOnStar in https://github.com/langgenius/dify/pull/35415
fix: handle numpy scalar types in safe_json_value by @avasis-ai in https://github.com/langgenius/dify/pull/35389
docs(frontend): align docs and comments by @lyzno1 in https://github.com/langgenius/dify/pull/35364
fix: missing icon from iconify set by @hyoban in https://github.com/langgenius/dify/pull/35420
chore: export dsl add loading by @iamjoel in https://github.com/langgenius/dify/pull/35427
fix(auth): enforce phase-bound change-email token flow (GHSA-4q3w-q5mc-45rq) by @zyssyz123 in https://github.com/langgenius/dify/pull/35425
chore(deps): bump json-repair from 0.59.2 to 0.59.4 in /api in the python-packages group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35404
chore(deps): bump google-cloud-aiplatform from 1.147.0 to 1.148.1 in /api in the google group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35397
chore(deps-dev): bump xinference-client from 2.4.0 to 2.5.0 in /api in the vdb group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35399
chore(deps): bump the storage group in /api with 3 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35398
ci: [codex] Remove anti-slop GitHub Actions workflow by @laipz8200 in https://github.com/langgenius/dify/pull/35432
chore(deps): bump the github-actions-dependencies group across 1 directory with 7 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35435
chore: fix oxlint warnings (unused variables and imports) by @sicnuyudidi in https://github.com/langgenius/dify/pull/35249
fix: increase maximum PostgreSQL connections to 200 by @Mutantpenguin in https://github.com/langgenius/dify/pull/35439
refactor(web): continue replacing PortalToFollowElem with Popover components by @CodingOnStar in https://github.com/langgenius/dify/pull/35431
feat(dify-ui): add PreviewCard primitive by @lyzno1 in https://github.com/langgenius/dify/pull/35434
fix(workflow): cache provider configurations during graph init by @laipz8200 in https://github.com/langgenius/dify/pull/35447
refactor(api): tighten core rag typing batch 1 by @tmimmanuel in https://github.com/langgenius/dify/pull/35210
chore: resolve oxlint warnings across web and SDK by @agenthaulk in https://github.com/langgenius/dify/pull/34540
refactor(billing): use Infotip for UsageInfo help icon, migrate storage tooltip to dify-ui by @lyzno1 in https://github.com/langgenius/dify/pull/35448
fix: webscaper sometime not work by @hjlarry in https://github.com/langgenius/dify/pull/35450
refactor: replace deprecated Iterator with Generator in contextmanagers #35433 by @iAbhi001 in https://github.com/langgenius/dify/pull/35441
feat: support slash variable filtering in prompt editor by @iamjoel in https://github.com/langgenius/dify/pull/35460
chore(deps): bump base ui to 1.4.1 by @lyzno1 in https://github.com/langgenius/dify/pull/35459
chore(deps-dev): bump the dev group in /api with 6 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35402
chore(deps): bump vite-plus to 0.1.19 by @lyzno1 in https://github.com/langgenius/dify/pull/35462
fix(plugin): persist tenant plugin auto-upgrade strategy changes by @zyssyz123 in https://github.com/langgenius/dify/pull/35464
refactor: migrate from PortalToFollowElem to Popover component across various components by @CodingOnStar in https://github.com/langgenius/dify/pull/35454
chore: port 2 api as deprecated by @asukaminato0721 in https://github.com/langgenius/dify/pull/35261
chore(deps): bump lxml from 6.0.2 to 6.1.0 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35470
fix: bump pyrefly version by @JiwaniZakir in https://github.com/langgenius/dify/pull/33702
chore: migrate type-check from tsc to tsgo across all workspaces by @lyzno1 in https://github.com/langgenius/dify/pull/35488
chore: update 3 api by @asukaminato0721 in https://github.com/langgenius/dify/pull/35481
fix(web): keep Add model dialog footer visible when form overflows by @crazywoola in https://github.com/langgenius/dify/pull/35490
feat: improve follow-up settings by @hjlarry in https://github.com/langgenius/dify/pull/35442
refactor: migrate base/select to dify-ui/select by @CodingOnStar in https://github.com/langgenius/dify/pull/35487
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/35492
refactor: enhance node handle components with opacity transitions and add tests for visibility behavior by @CodingOnStar in https://github.com/langgenius/dify/pull/35494
fix(plugin): handle file input reset and improve local installer close functionality by @CodingOnStar in https://github.com/langgenius/dify/pull/35506
chore: add script to generate openapi v2 json and add in README #35474 by @asukaminato0721 in https://github.com/langgenius/dify/pull/35477
test(auth): add sign-in smoke test and core validation by @Jingyi-Dify in https://github.com/langgenius/dify/pull/35501
test(e2e): add publish app happy path scenario by @Jingyi-Dify in https://github.com/langgenius/dify/pull/35503
fix(web): restore "Copied" feedback state on copy buttons by @lyzno1 in https://github.com/langgenius/dify/pull/35513
fix(web): three small UX fixes on /datasets and /plugins by @lyzno1 in https://github.com/langgenius/dify/pull/35514
fix: improve collaboration by @hjlarry in https://github.com/langgenius/dify/pull/35309
test(e2e): add app detail navigation and redirect scenarios by @Jingyi-Dify in https://github.com/langgenius/dify/pull/35502
fix: improve note node by @hjlarry in https://github.com/langgenius/dify/pull/35461
fix: update node handle opacity and pointer events behavior in components and tests by @CodingOnStar in https://github.com/langgenius/dify/pull/35525
refactor(api): fix pyright errors in jieba, milvus, couchbase, oracle, and router by @tmimmanuel in https://github.com/langgenius/dify/pull/34938
feat: support key up and down to select variable item by @iamjoel in https://github.com/langgenius/dify/pull/35527
fix: sync 35528 by @wylswz in https://github.com/langgenius/dify/pull/35539
chore(dify-ui): update tooltip and infotip migration by @lyzno1 in https://github.com/langgenius/dify/pull/35543
feat: add service api of HITL by @hjlarry in https://github.com/langgenius/dify/pull/32826
feat: marketplace and oauth fixes by @RockChinQ in https://github.com/langgenius/dify/pull/35509
fix: app icon could not only change background by @hjlarry in https://github.com/langgenius/dify/pull/35537
fix: suggest questions more max_tokens by @hjlarry in https://github.com/langgenius/dify/pull/35533
test(dify-ui): disable base ui animations globally by @lyzno1 in https://github.com/langgenius/dify/pull/35467
fix: right click node not display the node detail panel by @hjlarry in https://github.com/langgenius/dify/pull/35554
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/35552
chore: fix use select style api in orm by @asukaminato0721 in https://github.com/langgenius/dify/pull/35531
feat: refactor modals to use Dialog component and add tests for ApiKeyModal and ProviderConfigModal by @CodingOnStar in https://github.com/langgenius/dify/pull/35550
chore: port 2 api by @asukaminato0721 in https://github.com/langgenius/dify/pull/35542
docs: fix Kubernetes deployment wording by @MukundaKatta in https://github.com/langgenius/dify/pull/35547
test: add P0 workflow run, publish, and share scenarios by @Jingyi-Dify in https://github.com/langgenius/dify/pull/35559
fix(api): declare flask dependency by @WH-2099 in https://github.com/langgenius/dify/pull/35568
refactor: port ChildChunk by @asukaminato0721 in https://github.com/langgenius/dify/pull/30920
chore(deps): bump gitpython from 3.1.45 to 3.1.47 in /api by @dependabot[bot] in https://github.com/langgenius/dify/pull/35570
refactor: port MessageAnnotation by @asukaminato0721 in https://github.com/langgenius/dify/pull/31005
chore(ci): move image builds to depot by @goocarlos in https://github.com/langgenius/dify/pull/35575
refactor: quota v3 integration by @hj24 in https://github.com/langgenius/dify/pull/35436
chore(deps): bump anthropics/claude-code-action from 1.0.101 to 1.0.107 in the github-actions-dependencies group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35579
chore(deps-dev): bump the dev group in /api with 5 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35581
chore(deps): bump psycopg2-binary from 2.9.11 to 2.9.12 in /api in the database group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35577
chore(deps): bump the opentelemetry group in /api with 7 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35576
chore(deps-dev): bump xinference-client from 2.5.0 to 2.7.0 in /api in the vdb group by @dependabot[bot] in https://github.com/langgenius/dify/pull/35580
chore(deps): bump the storage group across 1 directory with 3 updates by @dependabot[bot] in https://github.com/langgenius/dify/pull/35578
chore(ci): increase tsslint heap limit by @lyzno1 in https://github.com/langgenius/dify/pull/35591
refactor(web): migrate simple overlay tooltips by @lyzno1 in https://github.com/langgenius/dify/pull/35588
fix(web): migrate variable type selector overlay by @hjlarry in https://github.com/langgenius/dify/pull/35590
fix: improve variable picker text width allocation by @hjlarry in https://github.com/langgenius/dify/pull/35587
ci: upgrade web test runners by @lyzno1 in https://github.com/langgenius/dify/pull/35593
fix: enhance file uploader with billing support and update translations by @WTW0313 in https://github.com/langgenius/dify/pull/35583
fix: school name can not input by @iamjoel in https://github.com/langgenius/dify/pull/35597
chore: update dependency catalog by @lyzno1 in https://github.com/langgenius/dify/pull/35594
chore(i18n): sync translations with en-US by @github-actions[bot] in https://github.com/langgenius/dify/pull/35595
fix: keep cleanup tasks resilient to billing API failures by @zyssyz123 in https://github.com/langgenius/dify/pull/35600
fix: download and upload package before invoking upgrade in auto-upgrade task by @BenjaminX in https://github.com/langgenius/dify/pull/35599
refactor: move SegmentAttachmentBinding and UploadFile to TypeBase by @asukaminato0721 in https://github.com/langgenius/dify/pull/30218
test: add Baidu OBS storage unit tests by @jimmyzhuu in https://github.com/langgenius/dify/pull/34330
fix: show full checklist message tooltip instead of truncated by @hjlarry in https://github.com/langgenius/dify/pull/35613
fix: align auto update time picker to the right by @hjlarry in https://github.com/langgenius/dify/pull/35621
fix: align object value remove button of chat variable by @hjlarry in https://github.com/langgenius/dify/pull/35616
fix(test): register baidu_obs mock as pytest plugin by @lin-snow in https://github.com/langgenius/dify/pull/35618
fix: prioritize URL conversation_id over localStorage in embedded chatbot by @treekimm in https://github.com/langgenius/dify/pull/35519
refactor(web): improve a11y and design-system consistency for date/time picker and auto-update strategy picker by @lyzno1 in https://github.com/langgenius/dify/pull/35627
refactor: improve scrollbar handling in plugin and model selector UI by @lyzno1 in https://github.com/langgenius/dify/pull/35630
test: cover shared workflow app run by @lyzno1 in https://github.com/langgenius/dify/pull/35634
fix(web): filter model selector by model name by @WTW0313 in https://github.com/langgenius/dify/pull/35624
fix(ci): wait for mysql to accept queries before db migration by @lin-snow in https://github.com/langgenius/dify/pull/35631
chore: port one api by @asukaminato0721 in https://github.com/langgenius/dify/pull/35609
fix: hit-testing response failed because of Pydantic check. by @FFXN in https://github.com/langgenius/dify/pull/35640
chore: correction of ru translation by @knyazz in https://github.com/langgenius/dify/pull/35645
fix: flaky WordExtractor close test in CI by @kenwoodjw in https://github.com/langgenius/dify/pull/35652
fix: refresh MCP tool metadata after updates and align App DSL test stubs by @hyl64 in https://github.com/langgenius/dify/pull/35354
fix: improve workflow as tool overlays by @hjlarry in https://github.com/langgenius/dify/pull/35661
chore: bump version to 1.14.0 by @wylswz in https://github.com/langgenius/dify/pull/35662

New Contributors

@faizkhairi made their first contribution in https://github.com/langgenius/dify/pull/34080
@Maa-ly made their first contribution in https://github.com/langgenius/dify/pull/34146
@Fronut made their first contribution in https://github.com/langgenius/dify/pull/34201
@jigangz made their first contribution in https://github.com/langgenius/dify/pull/34221
@ZZITE made their first contribution in https://github.com/langgenius/dify/pull/34224
@fisherOne1 made their first contribution in https://github.com/langgenius/dify/pull/33740
@wangji0923 made their first contribution in https://github.com/langgenius/dify/pull/33853
@owldev127 made their first contribution in https://github.com/langgenius/dify/pull/34185
@dominciyue made their first contribution in https://github.com/langgenius/dify/pull/33927
@SeasonPilot made their first contribution in https://github.com/langgenius/dify/pull/33105
@EndlessLucky made their first contribution in https://github.com/langgenius/dify/pull/34151
@jimmyzhuu made their first contribution in https://github.com/langgenius/dify/pull/34328
@LikiosSedo made their first contribution in https://github.com/langgenius/dify/pull/34436
@agenthaulk made their first contribution in https://github.com/langgenius/dify/pull/34450
@mvanhorn made their first contribution in https://github.com/langgenius/dify/pull/33473
@jakearmstrong59 made their first contribution in https://github.com/langgenius/dify/pull/34589
@iamPulakesh made their first contribution in https://github.com/langgenius/dify/pull/34614
@aliworksx08 made their first contribution in https://github.com/langgenius/dify/pull/34607
@corevibe555 made their first contribution in https://github.com/langgenius/dify/pull/34633
@carlos4s made their first contribution in https://github.com/langgenius/dify/pull/34693
@s-kawamura-upgrade made their first contribution in https://github.com/langgenius/dify/pull/34719
@zhangbububu made their first contribution in https://github.com/langgenius/dify/pull/34720
@dataCenter430 made their first contribution in https://github.com/langgenius/dify/pull/34769
@volcano303 made their first contribution in https://github.com/langgenius/dify/pull/34751
@BrianWang1990 made their first contribution in https://github.com/langgenius/dify/pull/34515
@jonathanchang31 made their first contribution in https://github.com/langgenius/dify/pull/34795
@balancetheworld made their first contribution in https://github.com/langgenius/dify/pull/34804
@ai-hpc made their first contribution in https://github.com/langgenius/dify/pull/34859
@sxxtony made their first contribution in https://github.com/langgenius/dify/pull/34806
@jeanibarz made their first contribution in https://github.com/langgenius/dify/pull/34868
@plind-junior made their first contribution in https://github.com/langgenius/dify/pull/34661
@YgorLeal made their first contribution in https://github.com/langgenius/dify/pull/34786
@HamzaSwitch made their first contribution in https://github.com/langgenius/dify/pull/34909
@wdeveloper16 made their first contribution in https://github.com/langgenius/dify/pull/34960
@AlsoTheZv3n made their first contribution in https://github.com/langgenius/dify/pull/34967
@thegdsks made their first contribution in https://github.com/langgenius/dify/pull/34988
@aviu16 made their first contribution in https://github.com/langgenius/dify/pull/34983
@HeYin-OS made their first contribution in https://github.com/langgenius/dify/pull/34896
@dev-miro26 made their first contribution in https://github.com/langgenius/dify/pull/34824
@LincolnBurrows2017 made their first contribution in https://github.com/langgenius/dify/pull/33435
@KeWang0622 made their first contribution in https://github.com/langgenius/dify/pull/35047
@xingarr made their first contribution in https://github.com/langgenius/dify/pull/27838
@samrusani made their first contribution in https://github.com/langgenius/dify/pull/35004
@jimcody1995 made their first contribution in https://github.com/langgenius/dify/pull/35079
@bohdansolovie made their first contribution in https://github.com/langgenius/dify/pull/35081
@aether-png made their first contribution in https://github.com/langgenius/dify/pull/35140
@jamesrayammons made their first contribution in https://github.com/langgenius/dify/pull/35197
@Eruis2579 made their first contribution in https://github.com/langgenius/dify/pull/35183
@aayushbaluni made their first contribution in https://github.com/langgenius/dify/pull/35263
@jerryzai made their first contribution in https://github.com/langgenius/dify/pull/35234
@shaun0927 made their first contribution in https://github.com/langgenius/dify/pull/35326
@kuishou68 made their first contribution in https://github.com/langgenius/dify/pull/35150
@hyl64 made their first contribution in https://github.com/langgenius/dify/pull/35357
@bitcompass made their first contribution in https://github.com/langgenius/dify/pull/34835
@avasis-ai made their first contribution in https://github.com/langgenius/dify/pull/35389
@sicnuyudidi made their first contribution in https://github.com/langgenius/dify/pull/35249
@Mutantpenguin made their first contribution in https://github.com/langgenius/dify/pull/35439
@iAbhi001 made their first contribution in https://github.com/langgenius/dify/pull/35441
@JiwaniZakir made their first contribution in https://github.com/langgenius/dify/pull/33702
@MukundaKatta made their first contribution in https://github.com/langgenius/dify/pull/35547
@treekimm made their first contribution in https://github.com/langgenius/dify/pull/35519
@knyazz made their first contribution in https://github.com/langgenius/dify/pull/35645

Full Changelog: https://github.com/langgenius/dify/compare/1.13.3...1.14.0

View release on GitHub

1.13.3 Mixed 2mo

Notable features

Added variable-reference support for model parameters in LLM, Question Classifier, and Variable Extractor nodes

View release on GitHub

1.13.2 Breaking risk 2mo

Fix critical regressions in prompt message transformation

Full changelog

This patch release fixes several critical regressions and stability issues introduced in v1.13.1, including:

a severe regression in prompt message transformation that caused multiple LLM-plugin invocation failures across
LLM-related nodes, including LLM and Question Classifier.
Knowledge Retrieval node execution failures caused by incompatible enum values
improper Weaviate client cleanup

Upgrade Guide

[!IMPORTANT]
If you use custom CELERY_QUEUES, make sure workflow_based_app_execution is included.
If ENABLE_API_TOKEN_LAST_USED_UPDATE_TASK=true, also include api_token.

For background and details, see ⚠️ Important Upgrade Note and 🔧 Operational Note above.

Docker Compose Deployments

Back up your customized docker-compose YAML file (optional)

cd docker
cp docker-compose.yaml docker-compose.yaml.$(date +%s).bak

Get the latest code from the main branch
```
git checkout main
git pull origin main
```
Stop the service. Please execute in the docker directory
```
docker compose down
```

Back up data

tar -cvf volumes-$(date +%s).tgz volumes

Upgrade services
```
docker compose up -d
```

[!NOTE]

If you encounter errors like below

2025/11/26 11:37:57 /app/internal/db/pg/pg.go:30
[error] failed to initialize database, got error failed to connect to `host=db_postgres user=postgres database=dify_plugin`: hostname resolving error (lookup db_postgres on 127.0.0.11:53: server misbehaving)

2025/11/26 11:37:57 /app/internal/db/pg/pg.go:34
[error] failed to initialize database, got error failed to connect to `host=db_postgres user=postgres database=postgres`: hostname > resolving error (lookup db_postgres on 127.0.0.11:53: server misbehaving)
2025/11/26 11:37:57 init.go:99: [PANIC]failed to init dify plugin db: failed to connect to `host=db_postgres user=postgres database=postgres`: hostname resolving error (lookup db_postgres on 127.0.0.11:53: server misbehaving)
panic: [PANIC]failed to init dify plugin db: failed to connect to `host=db_postgres user=postgres database=postgres`: hostname resolving error (lookup db_postgres on 127.0.0.11:53: server misbehaving)

Please use the following command instead. For details, please read this https://github.com/langgenius/dify/issues/28706

docker compose --profile postgresql up -d

Source Code Deployments

Stop the API server, Worker, and Web frontend Server.
Get the latest code from the release branch:
```
git checkout 1.13.2
```
Update Python dependencies:
```
cd api
uv sync
```
Then, let's run the migration script:
```
uv run flask db upgrade
```
Finally, run the API server, Worker, and Web frontend Server again.

What's Changed

chore: bump version to 1.13.2 (#33681) by @QuantumGhost
fix: fix max_retries is hardcode (#33619) by #32715 @fatelei
fix(api): Preserving the content transform logic in fetch_prompt_messages (#33666) by @QuantumGhost
feat: remove weaviate client del method (#33593) by @fatelei
fix(api): make CreatorUserRole accept both end-user and end_user (#33638) by @fatelei

Full Changelog: https://github.com/langgenius/dify/compare/1.13.1...1.13.2

View release on GitHub

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