v1.12.0 - Introducing Summary Index: Smarter Retrieval with AI Summarization #31890

QuantumGhost · 2026-02-03T14:38:14Z

QuantumGhost
Feb 3, 2026
Maintainer

🚀 New Features: Summary Index

We are introducing Summary Index, a powerful enhancement to our knowledge base retrieval system that significantly improves search accuracy by generating AI-powered summaries for document chunks.

Background

Traditional vector search relies on raw chunk embeddings, which can miss semantic nuances and context when matching user queries. This is especially challenging for long documents or complex content where key information might be scattered across multiple chunks. Summary Index addresses this by creating concise, semantically-rich summaries for each document chunk, which are then vectorized and used as an additional retrieval layer.

Key Capabilities

AI-Powered Summarization: Automatically generates concise summaries for document chunks using configurable LLM models, capturing essential semantic information in a compact format.
Multimodal Support: When using vision-capable LLMs (e.g., GPT-4V, Claude-3), the system can generate summaries that incorporate both text and images from document chunks, providing richer context understanding.
Enhanced Retrieval Accuracy: Summary vectors serve as an additional retrieval layer, improving the precision of knowledge base searches by matching queries against both original content and AI-generated summaries.
Flexible Configuration: Supports default summary prompts, allowing you to tailor the summarization style to match your domain-specific requirements.
Asynchronous Processing: Summary generation runs asynchronously, ensuring that document indexing remains fast and non-blocking.
Manual Summary Editing: Allows you to manually edit and refine AI-generated summaries to better align with the original chunk content, ensuring summaries accurately reflect domain-specific terminology and context.
Index Structure Compatibility: Works with both general chunking and parent-child chunking modes, with intelligent handling of hierarchical document relationships.
High-Quality Index Integration: Available exclusively for datasets using the "high_quality" indexing technique, ensuring optimal performance for production knowledge bases.

Other Improvements

Agent App Multimodal Support: Agent App now natively supports multimodal inputs (images/files).
Qdrant Full-Text Search: Implemented full-text search with multi-keyword support for Qdrant vector database.
Workflow Enhancements:
- Added support for registering and reading context in workflows.
- Added OpenTelemetry support for single runs.
Plugin System: Added an option to delete or keep API keys when uninstalling a plugin.
Template Preview Before Creating: Added a detailed app template preview with workflow graphs or app configs by app type.

🐞 Bug Fixes & Security Updates

Security:
- Logstore security fix: Addressed potential SQL injection, serialization issues, and optimized initialization.
- Fixed an SSRF vulnerability in WordExtractor URL download.
- Upgraded tanstack devtools to fix seroval RCE vulnerability.
- Security updates for pdfminer.six, authlib, werkzeug, aiohttp, and pycryptodome.
Workflow & Graph Engine:
- Fixed issues where single iteration or loop nodes could not run.
- Fixed NextStep crash when the target node is missing.
- Fixed ToolInvokeMessage Union type parsing issue.
API & Backend:
- Fixed CORS resource pattern for /console/api routes.
- Fixed IRIS hybrid search returning zero results.
- Fixed billing account deletion issues.
- Fixed vdb-migrate command for parent-child segment migration.
Frontend:
- Fixed "Expand all chunks" button not working.
- Fixed vertical scrolling support for floating elements.
- Fixed validation error when uploading images with None URL values.

⚙️ Configuration Changes

SANDBOX_EXPIRED_RECORDS_CLEAN_TASK_LOCK_TTL: Sets the lock TTL for the sandbox expired records cleanup task (Default: 90000).
SMTP_LOCAL_HOSTNAME: Optional override for the local hostname used during SMTP HELO/EHLO.
PLUGIN_MODEL_SCHEMA_CACHE_TTL: Sets the cache TTL for plugin model schemas (Default: 3600).
ENABLE_TRIAL_APP: Enables trial app (Default: false).
ENABLE_EXPLORE_BANNER: Enables explore banner (Default: false).

What's Changed

fix: fix instance is not bind to session by @fatelei in fix: fix instance is not bind to session #30913
feat: inject traceparent in enterprise api by @wylswz in feat: inject traceparent in enterprise api #30895
refactor: init orpc contract by @hyoban in refactor: init orpc contract #30885
refactor(variables): clarify base vs union type naming by @laipz8200 in refactor(variables): clarify base vs union type naming #30634
feat: change param to pydantic model by @fatelei in feat: change param to pydantic model #30870
chore(deps): bump filelock from 3.20.0 to 3.20.3 in /api by @dependabot[bot] in chore(deps): bump filelock from 3.20.0 to 3.20.3 in /api #30939
feat: Add option to delete or keep API keys when uninstalling plugin by @UMDKyle in feat: Add option to delete or keep API keys when uninstalling plugin #28201
chore(deps): bump azure-core from 1.36.0 to 1.38.0 in /api by @dependabot[bot] in chore(deps): bump azure-core from 1.36.0 to 1.38.0 in /api #30941
fix: Correction to the full name of Volc TOS by @jneless in fix: Correction to the full name of Volc TOS #30741
fix(logstore): prevent SQL injection, fix serialization issues, and optimize initialization by @adongfan in fix(logstore): prevent SQL injection, fix serialization issues, and optimize initialization #30697
fix: use Factory to create repository in Aliyun Trace by @hieheihei in fix: use Factory to create repository in Aliyun Trace #30899
fix: fix LOOP_CHILDREN_Z_INDEX by @fatelei in fix: fix LOOP_CHILDREN_Z_INDEX #30719
refactor(web): MCP tool availability to context-based version gating by @lyzno1 in refactor(web): MCP tool availability to context-based version gating #30955
refactor(http_request_node): apply DI for http request node by @laipz8200 in refactor(http_request_node): apply DI for http request node #30509
fix(web): preserve HTTP method in ORPC fetchCompat mode by @lyzno1 in fix(web): preserve HTTP method in ORPC fetchCompat mode #30971
chore(web): disable Serwist dev logs by @lyzno1 in chore(web): disable Serwist dev logs #30980
chore(web): remove unused demo service component by @lyzno1 in chore(web): remove unused demo service component #30979
fix(deps): security updates for pdfminer.six, authlib, werkzeug, aiohttp and others by @kenwoodjw in fix(deps): security updates for pdfminer.six, authlib, werkzeug, aiohttp and others #30976
fix: redirect after login by @hyoban in fix: redirect after login #30985
feat: allow pass hostname in docker env by @fatelei in feat: allow pass hostname in docker env #30975
fix: fix Cannot destructure property 'name' of 'value' as it is undef… by @fatelei in fix: fix Cannot destructure property 'name' of 'value' as it is undef… #30991
fix: correct API Extension documentation link by @Milad93R in fix: correct API Extension documentation link #30962
feat: add .agent/skills symlink and orpc-contract-first skill by @lyzno1 in feat: add .agent/skills symlink and orpc-contract-first skill #30968
fix: increase name length limit in ExternalDatasetCreatePayload by @BeautyyuYanli in fix: increase name length limit in ExternalDatasetCreatePayload #31000
fix: fix missing id and message_id by @fatelei in fix: fix missing id and message_id #31008
fix: Use raw SQL UPDATE to set read status without triggering updated… by @fatelei in fix: Use raw SQL UPDATE to set read status without triggering updated… #31015
refactor: port TidbAuthBinding( by @asukaminato0721 in refactor: port TidbAuthBinding( #31006
fix: fix plugin edit endpoint app disappear by @fatelei in fix: fix plugin edit endpoint app disappear #30951
refactor: delete_endpoint should be idempotent by @fatelei in refactor: delete_endpoint should be idempotent #30954
refactor: port TenantCreditPool by @asukaminato0721 in refactor: port TenantCreditPool #30926
refactor: port AppAnnotationHitHistory by @asukaminato0721 in refactor: port AppAnnotationHitHistory #30922
feat: implement document creation pipeline with multi-step wizard and datasource management by @CodingOnStar in feat: implement document creation pipeline with multi-step wizard and datasource management #30843
feat(web): refactor documents component structure and enhance functionality by @CodingOnStar in feat(web): refactor documents component structure and enhance functionality #30854
build: require node 24.13.0 by @hyoban in build: require node 24.13.0 #30945
refactor(contract): restructure console contracts with nested billing module by @lyzno1 in refactor(contract): restructure console contracts with nested billing module #30999
fix: validation error when uploading images with None URL values by @josephadamsdev in fix: validation error when uploading images with None URL values #31012
test: add unit tests for PluginPage and related components by @CodingOnStar in test: add unit tests for PluginPage and related components #30908
feat: single run add opentelemetry by @fatelei in feat: single run add opentelemetry #31020
chore: bump version to 1.11.4 by @laipz8200 in chore: bump version to 1.11.4 #30961
refactor: enhance clean messages task by @hj24 in refactor: enhance clean messages task #29638
fix: message clean service ut by @hj24 in fix: message clean service ut #31038
refactor: remove manual set query logic by @hyoban in refactor: remove manual set query logic #31039
feat: credential sync fix for enterprise edition by @GareArc in feat: credential sync fix for enterprise edition #30626
fix: fix log updated_at is refreshed by @fatelei in fix: fix log updated_at is refreshed #31045
fix: remove hardcoded 48-character limit from text inputs by @majiayu000 in fix: remove hardcoded 48-character limit from text inputs #30156
ci: eslint annotation by @hyoban in ci: eslint annotation #31056
ci: disable limit annotation by @hyoban in ci: disable limit annotation #31072
refactor: always preserve marketplace search state in URL by @byteforge38 in refactor: always preserve marketplace search state in URL #31069
fix: resolve 'Expand all chunks' button not working by @GlobalStar117 in fix: resolve 'Expand all chunks' button not working #31074
chore: lint for state hooks by @hyoban in chore: lint for state hooks #31088
fix(web): use portal for variable picker in code editor (Fixes LLM Node Jinja Mode: Unable to insert variables via "/" trigger in User/Assistant Message on Chrome #31063) by @Pavior0 in fix(web): use portal for variable picker in code editor (Fixes #31063) #31066
fix(web): replace Response.json with legacy Response constructor for pre-Chrome 105 compatibility(Chrome versions < 105 break with Response.json() usage #31091) by @XiaoBa-Yu in fix(web): replace Response.json with legacy Response constructor for pre-Chrome 105 compatibility(#31091) #31095
chore: Update coding agent workflow for backend by @BeautyyuYanli in chore: Update coding agent workflow for backend #31093
fix(search-input): retain focus after clearing input by @lyzno1 in fix(search-input): retain focus after clearing input #31107
fix: call get_text_content() instead of casting to str by @Stream29 in fix: call get_text_content() instead of casting to str #31121
refactor: migrate tag list API query parameters to Pydantic by @fghpdf in refactor: migrate tag list API query parameters to Pydantic #31097
chore: Update outdated GitHub Actions versions by @pgoslatara in chore: Update outdated GitHub Actions versions #31114
chore: improve accessibility for learn more link by @khmandarrin in chore: improve accessibility for learn more link #31120
test(web): add global zustand mock for tests by @lyzno1 in test(web): add global zustand mock for tests #31149
feat(web): add loading indicators for infinite scroll pagination by @eureka928 in feat(web): add loading indicators for infinite scroll pagination #31110
chore: introduce bulk-suppressions and multithread linting by @hyoban in chore: introduce bulk-suppressions and multithread linting #31157
chore: update vite related version by @hyoban in chore: update vite related version #31180
feat: add Vercel React Best Practices skill for Claude Code by @lyzno1 in feat: add Vercel React Best Practices skill for Claude Code #31133
fix(web): Zustand testing best practices and state read optimization by @lyzno1 in fix(web): Zustand testing best practices and state read optimization #31163
chore: no custom lint cache location by @hyoban in chore: no custom lint cache location #31195
chore: improve clear workflow_run task by @hjlarry in chore: improve clear workflow_run task #31124
feat: ee workspace permission control by @douxc in feat: ee workspace permission control #30841
feat: implement workspace permission checks for member invitations an… by @GareArc in feat: implement workspace permission checks for member invitations an… #31202
refactor: refactor workflow context by @fatelei in refactor: refactor workflow context #30607
chore: drop slow lint rules by @hyoban in chore: drop slow lint rules #31205
refactor: make url in email template more better by @fatelei in refactor: make url in email template more better #31166
test: add unit tests for plugin detail panel components including action lists, strategy lists, and endpoint management by @CodingOnStar in test: add unit tests for plugin detail panel components including action lists, strategy lists, and endpoint management #31053
fix: fix dify-plugin-daemon error message by @fatelei in fix: fix dify-plugin-daemon error message #31218
fix: Revert "fix: fix create app xss issue" by @fatelei in fix: Revert "fix: fix create app xss issue" #31219
chore: relocate datasets api form by @zxhlyh in chore: relocate datasets api form #31224
feat: Download the uploaded files by @BeautyyuYanli in feat: Download the uploaded files #31068
fix: correct i18n for stepOne.uploader.tip by @kurokobo in fix: correct i18n for stepOne.uploader.tip #31177
chore: init tsslint by @hyoban in chore: init tsslint #31209
chore(web): remove redundant optimizePackageImports config by @cxhello in chore(web): remove redundant optimizePackageImports config #31257
test: add tests for dataset list by @CodingOnStar in test: add tests for dataset list #31231
ci: label web changes by @hyoban in ci: label web changes #31261
fix(web): disable HTML escaping for form field validation messages by @lyzno1 in fix(web): disable HTML escaping for form field validation messages #31292
fix: lint for i18n place holder by @hyoban in fix: lint for i18n place holder #31283
chore(web): remove version prefixes from package.json by @Copilot in chore(web): remove version prefixes from package.json #31286
chore(deps): bump js-yaml from 4.1.0 to 4.1.1 in /web by @dependabot[bot] in chore(deps): bump js-yaml from 4.1.0 to 4.1.1 in /web #31297
chore(i18n): sync translations with en-US by @github-actions[bot] in chore(i18n): sync translations with en-US #31298
fix: enforce no-leaked-conditional-rendering as error and fix violations by @byteforge38 in fix: enforce no-leaked-conditional-rendering as error and fix violations #31262
chore(deps-dev): bump jsdom from 27.3.0 to 27.4.0 in /web by @dependabot[bot] in chore(deps-dev): bump jsdom from 27.3.0 to 27.4.0 in /web #31186
chore(web): comment out unused provider entries in quota panel by @CodingOnStar in chore(web): comment out unused provider entries in quota panel #31315
test: enhance HitTestingPage tests with additional coverage for rendering and state updates by @CodingOnStar in test: enhance HitTestingPage tests with additional coverage for rendering and state updates #31321
chore: lint custom tag in i18n by @hyoban in chore: lint custom tag in i18n #31301
build: bump NextJS from 15 to 16 with turbopack enabled for web production build boost by @bowenliang123 in build: bump NextJS from 15 to 16 with turbopack enabled for web production build boost #27014
refactor: use session factory instead of call db.session directly by @fatelei in refactor: use session factory instead of call db.session directly #31198
chore: update dev config by @hyoban in chore: update dev config #31329
feat: enhance ProgressBar and UsageInfo for storage mode by @CodingOnStar in feat: enhance ProgressBar and UsageInfo for storage mode #31273
feat: add lock for retention jobs by @hj24 in feat: add lock for retention jobs #31320
feat: workflow support register context and read context by @fatelei in feat: workflow support register context and read context #31265
feat: re organize agent skills and add web design skills for all agents by @lyzno1 in feat: re organize agent skills and add web design skills for all agents #31334
refactor(web): refactor next.config.js to next.config.ts by @bowenliang123 in refactor(web): refactor next.config.js to next.config.ts #31331
fix(i18n): update model provider tip to only mention OpenAI in English, Japanese, and Simplified Chinese translations by @CodingOnStar in fix(i18n): update model provider tip to only mention OpenAI in English, Japanese, and Simplified Chinese translations #31339
chore(i18n): sync translations with en-US by @github-actions[bot] in chore(i18n): sync translations with en-US #31332
fix: check and update doc links by @hyoban in fix: check and update doc links #30849
chore(i18n): sync translations with en-US by @github-actions[bot] in chore(i18n): sync translations with en-US #31342
test: fix test in fix: check and update doc links #30849 by @hyoban in test: fix test in #30849 #31350
refactor(web): extract useCopyToClipboard hook to reduce duplication by @SherlockShemol in refactor(web): extract useCopyToClipboard hook to reduce duplication #31308
refactor(db): enforce non-null message annotation questions by @laipz8200 in refactor(db): enforce non-null message annotation questions #27915
chore: revert jsdom update by @hyoban in chore: revert jsdom update #31353
test: enhance HitTestingPage tests with additional coverage for rende… by @hyoban in test: enhance HitTestingPage tests with additional coverage for rende… #31355
fix: remove _try_resolve_user_from_request by @fatelei in fix: remove _try_resolve_user_from_request #31360
fix: fix visibilityState event handle by @fatelei in fix: fix visibilityState event handle #31354
fix: non-auto variable type params of agent node tool are not correctly parsed by @dataknocker in fix: non-auto variable type params of agent node tool are not correctly parsed #31128
fix: following docs link fix by @hyoban in fix: following docs link fix #31390
fix: more doc link fix by @hyoban in fix: more doc link fix #31395
feat: app trial by @zyssyz123 in feat: app trial #26281
fix(web): disable single tilde strikethrough in markdown rendering by @majiayu000 in fix(web): disable single tilde strikethrough in markdown rendering #31400
fix: use thread local isolation the context by @fatelei in fix: use thread local isolation the context #31410
refactor: Move workflow node factory to app workflow by @laipz8200 in refactor: Move workflow node factory to app workflow #31385
feat: frontend part of support try apps by @iamjoel in feat: frontend part of support try apps #31287
fix(web): use Array.from() for FileList to fix tsc type errors by @majiayu000 in fix(web): use Array.from() for FileList to fix tsc type errors #31398
chore(i18n): sync translations with en-US by @github-actions[bot] in chore(i18n): sync translations with en-US #31413
docs(api): mark SystemFeatureApi as unauthenticated by design by @QuantumGhost in docs(api): mark SystemFeatureApi as unauthenticated by design #31417
fix: NextStep crash when target node is missing by @BeautyyuYanli in fix: NextStep crash when target node is missing #31416
fix: fix create-by-file doc_form by @fatelei in fix: fix create-by-file doc_form #31346
chore: disable serwist in dev by @hyoban in chore: disable serwist in dev #31424
refactor: optimize system features response payload for unauthenticated clients by @Cursx in refactor: optimize system features response payload for unauthenticated clients #31392
ci: enable ESLint autofix in autofix bot by @majiayu000 in ci: enable ESLint autofix in autofix bot #31428
feat: archive workflow run logs backend by @hjlarry in feat: archive workflow run logs backend #31310
docs(api): clarity SystemFeatureApi for webapp is unauthenticated by design by @QuantumGhost in docs(api): clarity SystemFeatureApi for webapp is unauthenticated by design #31432
refactor: split changes for api/controllers/web/login.py by @asukaminato0721 in refactor: split changes for api/controllers/web/login.py #29854
refactor: split changes for api/controllers/web/workflow.py by @asukaminato0721 in refactor: split changes for api/controllers/web/workflow.py #29852
feat: init fastopenapi by @asukaminato0721 in feat: init fastopenapi #30453
feat: optimize http status code by @fatelei in feat: optimize http status code #31430
fix(tools): fix ToolInvokeMessage Union type parsing issue by @qiaofenlin in fix(tools): fix ToolInvokeMessage Union type parsing issue #31450
chore: Update dev setup scripts and API README by @BeautyyuYanli in chore: Update dev setup scripts and API README #31415
fix(http-request): prevent UUID truncation in JSON body by @majiayu000 in fix(http-request): prevent UUID truncation in JSON body #31444
refactor: port AppModelConfig by @asukaminato0721 in refactor: port AppModelConfig #30919
refactor: single-node workflow runner helpers by @laipz8200 in refactor: single-node workflow runner helpers #31472
fix(api): fix IRIS hybrid search returning zero results by @TomoOkuyama in fix(api): fix IRIS hybrid search returning zero results #31309
chore(deps): bump pyasn1 from 0.6.1 to 0.6.2 in /api by @dependabot[bot] in chore(deps): bump pyasn1 from 0.6.1 to 0.6.2 in /api #31140
chore(deps): bump @lexical/utils from 0.38.2 to 0.39.0 in /web by @dependabot[bot] in chore(deps): bump @lexical/utils from 0.38.2 to 0.39.0 in /web #31503
refactor: example of refine dict / Mapping by @asukaminato0721 in refactor: example of refine dict / Mapping #31498
feat: add trial model list in system features by @zyssyz123 in feat: add trial model list in system features #31313
refactor: restructure Completed component by @CodingOnStar in refactor: restructure Completed component #31435
feat: enhance quota panel to support additional model providers and integrate trial models feature by @CodingOnStar in feat: enhance quota panel to support additional model providers and integrate trial models feature #31443
refactor(tool-selector): remove unused components and consolidate import by @CodingOnStar in refactor(tool-selector): remove unused components and consolidate import #31018
fix(web): upgrade tanstack devtools to fix seroval RCE vulnerability by @lyzno1 in fix(web): upgrade tanstack devtools to fix seroval RCE vulnerability #31515
refactor: pass BaseModel instances instead of dict by @fghpdf in refactor: pass BaseModel instances instead of dict #31514
refactor: LLM plugin invoke parsing by @BeautyyuYanli in refactor: LLM plugin invoke parsing #31499
refactor: api/controllers/console/version.py to v3 by @asukaminato0721 in refactor: api/controllers/console/version.py to v3 #31463
refactor: api/controllers/console/setup.py to ov3 by @asukaminato0721 in refactor: api/controllers/console/setup.py to ov3 #31465
fix: Add vertical scrolling support for floating elements. by @coopercoder in fix: Add vertical scrolling support for floating elements. #30897
chore: eslint prune-suppressions by @hyoban in chore: eslint prune-suppressions #31526
fix: fix Cannot read properties of null (reading 'credential_form_sch… by @fatelei in fix: fix Cannot read properties of null (reading 'credential_form_sch… #31117
chore: update to story book nextjs-vite by @hyoban in chore: update to story book nextjs-vite #31536
chore: increase plugin cache ttl to 1 hour by @RockChinQ in chore: increase plugin cache ttl to 1 hour #31552
chore: follow-up fixes for storybook vite migration by @lyzno1 in chore: follow-up fixes for storybook vite migration #31545
fix: service api doc can not gen by @asukaminato0721 in fix: service api doc can not gen #31549
feat: chatflow support multimodal by @fatelei in feat: chatflow support multimodal #31293
chore: move agent notes into docstrings by @BeautyyuYanli in chore: move agent notes into docstrings #31560
docs: add ESLint guide to AGENTS.md by @majiayu000 in docs: add ESLint guide to AGENTS.md #31559
chore(deps): bump pycryptodome from 3.19.1 to 3.23.0 in /api by @dependabot[bot] in chore(deps): bump pycryptodome from 3.19.1 to 3.23.0 in /api #31504
refactor: replace request.args.get with Pydantic BaseModel validation by @GlobalStar117 in refactor: replace request.args.get with Pydantic BaseModel validation #31104
refactor(web): extract MCP components and add comprehensive tests by @CodingOnStar in refactor(web): extract MCP components and add comprehensive tests #31517
chore(deps): bump pypdf from 6.6.0 to 6.6.2 in /api by @dependabot[bot] in chore(deps): bump pypdf from 6.6.0 to 6.6.2 in /api #31568
fix: billing account deletion by @hj24 in fix: billing account deletion #31556
fix: wrap test cleanup in act() to prevent window is not defined error by @majiayu000 in fix: wrap test cleanup in act() to prevent window is not defined error #31558
chore: update react and next version by @hyoban in chore: update react and next version #31593
feat: Enhances OpenTelemetry node parsers by @hieheihei in feat: Enhances OpenTelemetry node parsers #30706
test: add tests for dataset document detail by @CodingOnStar in test: add tests for dataset document detail #31274
feat: enhance quota panel with installed providers mapping by @CodingOnStar in feat: enhance quota panel with installed providers mapping #31546
fix: ConsoleDatasetListQuery request.args.to_dict() by @asukaminato0721 in fix: ConsoleDatasetListQuery request.args.to_dict() #31598
fix: doc not gen bug by @asukaminato0721 in fix: doc not gen bug #31547
chore: remove project skills by @lyzno1 in chore: remove project skills #31615
test: add comprehensive tests for chat-user-input component by @CodingOnStar in test: add comprehensive tests for chat-user-input component #31595
fix(cors): correct CORS resource pattern for /console/api routes by @NeatGuyCoding in fix(cors): correct CORS resource pattern for /console/api routes #31485
refactor(graph_engine): move observability layer and persistence laye… by @laipz8200 in refactor(graph_engine): move observability layer and persistence laye… #31620
fix(graph_engine): Cannot run single iteration or loop node by @laipz8200 in fix(graph_engine): Cannot run single iteration or loop node #31470
feat: summary index by @zxhlyh in feat: summary index #31523
fix: vdb-migrate command did not use for parent-child segment migration by @gaoyue1989 in fix: vdb-migrate command did not use for parent-child segment migration #31605
chore(i18n): sync translations with en-US by @github-actions[bot] in chore(i18n): sync translations with en-US #31630
fix(app-log): fetching messages correctly when scrolling message list by @JzoNgKVO in fix(app-log): fetching messages correctly when scrolling message list #31655
refactor(graph_engine): Add a Config class for graph engine. by @laipz8200 in refactor(graph_engine): Add a Config class for graph engine. #31663
fix: add list type support for ToolInput constant value in tool node by @qiaofenlin in fix: add list type support for ToolInput constant value in tool node #31276
feat(qdrant): implement full-text search with multi-keyword support by @euxx in feat(qdrant): implement full-text search with multi-keyword support #31658
test: add comprehensive tests by @CodingOnStar in test: add comprehensive tests #31649
chore: remove non-ASCII characters in .env.example by @bangjiehan in chore: remove non-ASCII characters in .env.example #31638
chore: disable turbopackFileSystemCacheForDev by @hyoban in chore: disable turbopackFileSystemCacheForDev #31696
feat: Add summary index for knowledge. by @FFXN in feat: Add summary index for knowledge. #31625
fix: SSRF in WordExtractor URL download (credit to @EaEa0001 ) by @BeautyyuYanli in fix: SSRF in WordExtractor URL download (credit to @EaEa0001 ) #31678
refactor(model): Refactor plugin model schema cache to be process-global to prevent redundant Daemon API calls by @NieRonghua in refactor(model): Refactor plugin model schema cache to be process-global to prevent redundant Daemon API calls #31689
refactor: ExporleBanner to TypeBase by @asukaminato0721 in refactor: ExporleBanner to TypeBase #31698
chore(import-linter): add a rule to make model_runtime isolate by @laipz8200 in chore(import-linter): add a rule to make model_runtime isolate #31706
fix: convert HTTP method to lowercase when parsing cURL commands by @JQSevenMiao in fix: convert HTTP method to lowercase when parsing cURL commands #31704
fix(web): remove unwanted border on sticky elements in dark mode by @taronsung in fix(web): remove unwanted border on sticky elements in dark mode #31699
refactor(web): consolidate download helpers by @BeautyyuYanli in refactor(web): consolidate download helpers #31664
chore: Set plugin schema cache TTL to 1h by @laipz8200 in chore: Set plugin schema cache TTL to 1h #31708
chore(ty): Bootstrap ty type checking for api by @BeautyyuYanli in chore(ty): Bootstrap ty type checking for api #31681
refactor: unified shortcut keys display using component by @CrabSAMA in refactor: unified shortcut keys display using component #31713
docs: relocate frontend docs for agents and human by @hyoban in docs: relocate frontend docs for agents and human #31714
feat: use xdist to make make test faster by @yihong0618 in feat: use xdist to make make test faster #30824
feat: try app support review by @iamjoel in feat: try app support review #31716
refactor: prefer css icon by @hyoban in refactor: prefer css icon #31551
chore(typing): reduce ty excludes for A1 by @BeautyyuYanli in chore(typing): reduce ty excludes for A1 #31721
feat: Human Input node (Frontend Part) by @WTW0313 in feat: Human Input node (Frontend Part) #31631
feat(api): Human Input Node (backend part) by @QuantumGhost in feat(api): Human Input Node (backend part) #31646
chore: update version to 1.12.0 by @QuantumGhost in chore: update version to 1.12.0 #31726
feat: Summary index for knowledge. by @FFXN in feat: Summary index for knowledge. #31719
chore: Revert "refactor: prefer css icon" by @hyoban in chore: Revert "refactor: prefer css icon" #31733
chore(i18n): sync translations with en-US by @github-actions[bot] in chore(i18n): sync translations with en-US #31730
chore: update lint config by @hyoban in chore: update lint config #31735
chore(docker): update plugin daemon version to 0.5.3-local in docker-compose by @QuantumGhost in chore(docker): update plugin daemon version to 0.5.3-local in docker-compose #31739
fix(redis): Redis Cluster eval errors by adding hash tags to trigger debug keys by @anobaka in fix(redis): Redis Cluster eval errors by adding hash tags to trigger debug keys #31701
refactor: rm some dict api/controllers/console/app/generator.py api/core/llm_generator/llm_generator.py by @asukaminato0721 in refactor: rm some dict api/controllers/console/app/generator.py api/core/llm_generator/llm_generator.py #31709
fix: Drain non-stream plugin chunk iterator by @BeautyyuYanli in fix: Drain non-stream plugin chunk iterator #31564
fix: trigger doc link by @hyoban in fix: trigger doc link #31754
fix(api): fix workflow state persistence issue by @QuantumGhost in fix(api): fix workflow state persistence issue #31752
chore: hide disable try tab when not support by @iamjoel in chore: hide disable try tab when not support #31759
refactor: api/controllers/console/feature.py (test) by @Cursx in refactor: api/controllers/console/feature.py (test) #31562
refactor: api/controllers/console/remote_files.py to ov3 by @asukaminato0721 in refactor: api/controllers/console/remote_files.py to ov3 #31466
revert: revert human input relevant code by @QuantumGhost in revert: revert human input relevant code #31766
fix(i18n): improve Chinese translation of Max Tokens by @majiayu000 in fix(i18n): improve Chinese translation of Max Tokens #31771
chore: update restx to 1.3.2 by @asukaminato0721 in chore: update restx to 1.3.2 #31229
refactor: init_validate.py to v3 by @asukaminato0721 in refactor: init_validate.py to v3 #31457
refactor: port api/controllers/console/tag/tags.py to ov3 by @asukaminato0721 in refactor: port api/controllers/console/tag/tags.py to ov3 #31767
fix(api): align graph protocols for response streaming by @BeautyyuYanli in fix(api): align graph protocols for response streaming #31777
refactor(typing): Fixup typing A2 - workflow engine & nodes by @BeautyyuYanli in refactor(typing): Fixup typing A2 - workflow engine & nodes #31723
refactor: remove all reqparser by @asukaminato0721 in refactor: remove all reqparser #29289
refactor: examples of use match case by @asukaminato0721 in refactor: examples of use match case #31312
refactor(typing): use enum types for workflow status fields by @lyzno1 in refactor(typing): use enum types for workflow status fields #31792
fix: summary index bug by @FFXN in fix: summary index bug #31810
chore(CODEOWNERS): assign .agents/skills to @hyoban by @laipz8200 in chore(CODEOWNERS): assign .agents/skills to @hyoban #31816
refactor: "chore: update version to 1.12.0" by @QuantumGhost in refactor: "chore: update version to 1.12.0" #31817
refactor: add test for api/controllers/console/workspace/tool_pr… by @asukaminato0721 in refactor: add test for api/controllers/console/workspace/tool_pr… #29886
refactor: port api/controllers/console/app/audio.py api/controllers/console/app/message.py api/controllers/console/auth/data_source_oauth.py api/controllers/console/auth/forgot_password.py api/controllers/console/workspace/endpoint.py by @asukaminato0721 in refactor: port api/controllers/console/app/audio.py api/controllers/console/app/message.py api/controllers/console/auth/data_source_oauth.py api/controllers/console/auth/forgot_password.py api/controllers/console/workspace/endpoint.py #30680
refactor: if to match by @asukaminato0721 in refactor: if to match #31799
refactor: port api/controllers/console/datasets/datasets_document.py api/controllers/service_api/app/annotation.py api/core/app/app_config/easy_ui_based_app/agent/manager.py api/core/app/apps/pipeline/pipeline_generator.py api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py to match case by @asukaminato0721 in refactor: port api/controllers/console/datasets/datasets_document.py api/controllers/service_api/app/annotation.py api/core/app/app_config/easy_ui_based_app/agent/manager.py api/core/app/apps/pipeline/pipeline_generator.py api/core/workflow/nodes/knowledge_retrieval/knowledge_retrieval_node.py to match case #31832
refactor: port api/controllers/console/datasets/data_source.py /datasets/metadata.py /service_api/dataset/metadata.py /nodes/agent/agent_node.py api/core/workflow/nodes/datasource/datasource_node.py api/services/dataset_service.py to match case by @asukaminato0721 in refactor: port api/controllers/console/datasets/data_source.py /datasets/metadata.py /service_api/dataset/metadata.py /nodes/agent/agent_node.py api/core/workflow/nodes/datasource/datasource_node.py api/services/dataset_service.py to match case #31836
refactor: port api/controllers/console/app/annotation.py api/controllers/console/explore/trial.py api/controllers/console/workspace/account.py api/controllers/console/workspace/members.py api/controllers/service_api/app/annotation.py to basemodel by @asukaminato0721 in refactor: port api/controllers/console/app/annotation.py api/controllers/console/explore/trial.py api/controllers/console/workspace/account.py api/controllers/console/workspace/members.py api/controllers/service_api/app/annotation.py to basemodel #31833
chore(deps-dev): bump types-psutil from 7.0.0.20251116 to 7.2.2.20260130 in /api by @dependabot[bot] in chore(deps-dev): bump types-psutil from 7.0.0.20251116 to 7.2.2.20260130 in /api #31814
fix: revert "refactor: api/controllers/console/feature.py (test)" by @hyoban in fix: revert "refactor: api/controllers/console/feature.py (test)" #31850
test: enhance CommandSelector and GotoAnythingProvider tests by @CodingOnStar in test: enhance CommandSelector and GotoAnythingProvider tests #31743
refactor: update oauth_new_user handling in AppInitializer to use parseAsBoolean by @CodingOnStar in refactor: update oauth_new_user handling in AppInitializer to use parseAsBoolean #31862
fix: create app from template not support review by @iamjoel in fix: create app from template not support review #31866
test: fix test by @hyoban in test: fix test #31869
chore: update version to 1.12.0 by @QuantumGhost in chore: update version to 1.12.0 #31878
test: fix test by @hyoban in test: fix test #31880
chore(dev): use strict bash mode for pytest by @BeautyyuYanli in chore(dev): use strict bash mode for pytest #31873
refactor: replace line-clamp package with native CSS by @niveshdandyan in refactor: replace line-clamp package with native CSS #31877
fix: "refactor: port api/controllers/console/tag/tags.py to ov3" by @asukaminato0721 in fix: "refactor: port api/controllers/console/tag/tags.py to ov3" #31887

New Contributors

@UMDKyle made their first contribution in feat: Add option to delete or keep API keys when uninstalling plugin #28201
@jneless made their first contribution in fix: Correction to the full name of Volc TOS #30741
@Milad93R made their first contribution in fix: correct API Extension documentation link #30962
@BeautyyuYanli made their first contribution in fix: increase name length limit in ExternalDatasetCreatePayload #31000
@josephadamsdev made their first contribution in fix: validation error when uploading images with None URL values #31012
@byteforge38 made their first contribution in refactor: always preserve marketplace search state in URL #31069
@GlobalStar117 made their first contribution in fix: resolve 'Expand all chunks' button not working #31074
@Pavior0 made their first contribution in fix(web): use portal for variable picker in code editor (Fixes #31063) #31066
@pgoslatara made their first contribution in chore: Update outdated GitHub Actions versions #31114
@khmandarrin made their first contribution in chore: improve accessibility for learn more link #31120
@eureka928 made their first contribution in feat(web): add loading indicators for infinite scroll pagination #31110
@cxhello made their first contribution in chore(web): remove redundant optimizePackageImports config #31257
@dataknocker made their first contribution in fix: non-auto variable type params of agent node tool are not correctly parsed #31128
@coopercoder made their first contribution in fix: Add vertical scrolling support for floating elements. #30897
@bangjiehan made their first contribution in chore: remove non-ASCII characters in .env.example #31638
@taronsung made their first contribution in fix(web): remove unwanted border on sticky elements in dark mode #31699
@niveshdandyan made their first contribution in refactor: replace line-clamp package with native CSS #31877

Full Changelog: 1.11.3...1.12.0

This discussion was created from the release v1.12.0 - Introducing Summary Index: Smarter Retrieval with AI Summarization.

tcpce · 2026-02-03T15:05:51Z

tcpce
Feb 3, 2026

i'm build it when visiting http://localhost/install and it will keep cycling can't been installed.

3 replies

tcpce Feb 3, 2026

with docker on windows 10

tcpce Feb 3, 2026

console printed:

162ac4a7a4d83f3c.js:9 TypeError: Failed to construct 'URL': Invalid URL at #i (162ac4a7a4d83f3c.js:9:15223) at eh.encode (162ac4a7a4d83f3c.js:9:13719) at async 162ac4a7a4d83f3c.js:9:2545 at async 162ac4a7a4d83f3c.js:1:2623 at async Proxy.<anonymous> (162ac4a7a4d83f3c.js:9:1521) at async p (162ac4a7a4d83f3c.js:9:25357)

| （匿名） | @ | 162ac4a7a4d83f3c.js:9 -- | -- | -- | --

hyoban Feb 4, 2026
Collaborator

#31892 (comment)

MartinLA0416 · 2026-02-04T02:07:54Z

MartinLA0416
Feb 4, 2026

I have exactly the same issue now. It keeps cycling on http://127.0.0.1:8081/signin

1 reply

linyuliang Feb 4, 2026

I have exactly the same issue.

docker exec docker-web-1 ls /app/web/i18n

ls: /app/web/i18n: No such file or directory

DavideDelbianco · 2026-02-04T15:24:33Z

DavideDelbianco
Feb 4, 2026

Where is the Summary Index feature supposed to be ? Cannot find anything in KB UI

0 replies

MartinLA0416 · 2026-02-05T07:53:24Z

MartinLA0416
Feb 5, 2026

Thanks. It is fixed with the new version 1.12.1

0 replies

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v1.12.0 - Introducing Summary Index: Smarter Retrieval with AI Summarization #31890

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QuantumGhost Feb 3, 2026 Maintainer

🚀 New Features: Summary Index

Other Improvements

🐞 Bug Fixes & Security Updates

⚙️ Configuration Changes

What's Changed

New Contributors

Replies: 4 comments · 4 replies

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tcpce Feb 3, 2026

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tcpce Feb 3, 2026

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hyoban Feb 4, 2026 Collaborator

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linyuliang Feb 4, 2026

docker exec docker-web-1 ls /app/web/i18n

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DavideDelbianco Feb 4, 2026

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MartinLA0416 Feb 5, 2026

QuantumGhost
Feb 3, 2026
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tcpce
Feb 3, 2026

hyoban Feb 4, 2026
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MartinLA0416
Feb 4, 2026

DavideDelbianco
Feb 4, 2026

MartinLA0416
Feb 5, 2026