RAGFlow Files

What's Changed

• Port agentic RAG to GO by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19500
• Revert "fix(ingestion): allow re-parsing a document whose parse was canceled at progress 0" by @wangq8 in https://github.com/infiniflow/ragflow/pull/19503
• fix(agent/tool): translate MCP tool inputSchema.properties in Info() by @mkaaad in https://github.com/infiniflow/ragflow/pull/19244
• Fix: remove deprecated functions by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19449
• fix(sdk): preserve agent answer references by @AnnaSuSu in https://github.com/infiniflow/ragflow/pull/19365
• fix(mcp): send rerank_candidates_count so retrieval paging works past 64 results by @xu-jia-ming in https://github.com/infiniflow/ragflow/pull/19018
• fix(agent): compare retrieval KBs by resolved embedding model, not raw embd_id by @kabishou11 in https://github.com/infiniflow/ragflow/pull/19206
• Go: add integration test by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19485
• Fix: Modify the text color of the TreeSelect component. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19507
• Upon entering a wiki, the top-right corner indicates that modifications have been made, even though no changes were actually performed. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19482
• fix(api): authorize task cancellation by dataset access by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19359
• refa: remove unused knowledge compilation code by @buua436 in https://github.com/infiniflow/ragflow/pull/19437
• fix: avoid nested compiler pool embedding deadlock by @buua436 in https://github.com/infiniflow/ragflow/pull/19486
• fix(invoke): tolerate invalid headers across runtimes by @6ba3i in https://github.com/infiniflow/ragflow/pull/19481
• fix(wiki): treat MAP-extracted chunks as cache hits instead of missing by @kabishou11 in https://github.com/infiniflow/ragflow/pull/19208
• fix(web): prevent DOCX preview infinite update loop by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/19475
• fix(web): add Traditional Chinese child delimiter translations by @huyua9 in https://github.com/infiniflow/ragflow/pull/18951
• fix(figure_parser): accept lang as named parameter on VisionFigureParser (#17280) by @Taranum01 in https://github.com/infiniflow/ragflow/pull/19511
• fix(dataflow): preserve scalar text output shape by @huyua9 in https://github.com/infiniflow/ragflow/pull/18921
• fix(i18n): localize Chinese delimiter preview by @huyua9 in https://github.com/infiniflow/ragflow/pull/18948
• Unify ONNX Runtime native to 1.29.0 from infiniflow/ragflow-build by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19446
• fix(document): validate immutable fields on update by @taek105 in https://github.com/infiniflow/ragflow/pull/19444
• fix(structure-graph): discover buckets from raw rows by @6ba3i in https://github.com/infiniflow/ragflow/pull/19523
• fix: forward NumberInput ref to input by @huyua9 in https://github.com/infiniflow/ragflow/pull/18904
• fix(ssrf): unwrap IPv6 transition addresses in the URL guard by @aroh3006 in https://github.com/infiniflow/ragflow/pull/19517
• Feat: Make the files of the parser operators in the pipeline deletable. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19384
• fix(template): align data analysis CodeExec prompt by @huyua9 in https://github.com/infiniflow/ragflow/pull/18958
• fix(storage): retry transient S3 failures by @6ba3i in https://github.com/infiniflow/ragflow/pull/19526
• Port agentic RAG PRs to GO by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19527
• refa: remove Go artifact deletion APIs by @buua436 in https://github.com/infiniflow/ragflow/pull/19519
• test(infinity): cover SQL literal escaping by @huyua9 in https://github.com/infiniflow/ragflow/pull/18956
• Fix: The text in the SelectWithSearch dropdown menu is obscured by the checkmark icon. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19534
• fix(build): anchor pdf_oxide version gate against suffix versions by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19152
• feat(nlp): rerank on natural chunk text, not tokenized content_ltks by @vincentlambert in https://github.com/infiniflow/ragflow/pull/16961
• fix(chunker): one BPE pass per hardSplitPiece iteration instead of two by @changshenhan in https://github.com/infiniflow/ragflow/pull/18648
• fix: update knowledge artifacts on document status changes by @buua436 in https://github.com/infiniflow/ragflow/pull/19532
• Migrate cache backend from Valkey 8 to apache/kvrocks:2.16.0 by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19374
• docs： update FAQs by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19538
• refactor(parser): unify parser outputs to structured JSON items by @jay77721 in https://github.com/infiniflow/ragflow/pull/19467
• feat(agent): support document_ids in retrieval node and tool by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/16938
• fix(ingestion): stop dropping QA pairs from multiline table cells by @jay77721 in https://github.com/infiniflow/ragflow/pull/19536
• Add claim/evidence to tree/pageindex compilation pipeline by @yingfeng in https://github.com/infiniflow/ragflow/pull/19267
• fix(parser): handle large sparse spreadsheets, JSON BOM, and XLSX QA chunking by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/19237
• fix(wiki): version history always empty on Go API due to page-slug key mismatch by @euvre in https://github.com/infiniflow/ragflow/pull/19305
• Port Agentic RAG to Golang by @yingfeng in https://github.com/infiniflow/ragflow/pull/19563
• feat(data-source): add Feishu Wiki file connector by @Gonghan-Princess in https://github.com/infiniflow/ragflow/pull/19425
• docs: fix dead link to removed docker-compose-gpu.yml by @jrlprost in https://github.com/infiniflow/ragflow/pull/19576
• fix(ollama): disable reasoning for vision descriptions by @6ba3i in https://github.com/infiniflow/ragflow/pull/19529
• fix(beartype): remove package-wide import hooks by @6ba3i in https://github.com/infiniflow/ragflow/pull/19531
• Custom the file extension when saving DB fields, and Parse HTML fragments not just full HTML doc by @wadefelix in https://github.com/infiniflow/ragflow/pull/15998
• fix(api): authorize the dataset document download route by tenant in the Go API by @coderdailyone in https://github.com/infiniflow/ragflow/pull/19543
• fix: handle indirect PDF annotation arrays by @huyua9 in https://github.com/infiniflow/ragflow/pull/18894
• fix(sdk): retain image IDs on chunks by @AnnaSuSu in https://github.com/infiniflow/ragflow/pull/19505
• Fix: Set the minimum value for "top n" to 1 and restrict it to an integer. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19547
• Fix: Validate webhook form by @cike8899 in https://github.com/infiniflow/ragflow/pull/19546
• feat(syncer): add Feishu Wiki connector for the Go backend by @mkaaad in https://github.com/infiniflow/ragflow/pull/19453
• feat: add AnonRouter model provider by @anonrouterai in https://github.com/infiniflow/ragflow/pull/19561
• fix: surface MinerU API error bodies and re-raise parser failures by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/17308
• fix(model): delete provider models and instances in one transaction by @ming1523 in https://github.com/infiniflow/ragflow/pull/19562
• fix: fix security issue in ob_conn_base.py by @anupamme in https://github.com/infiniflow/ragflow/pull/19524
• feat(connector): support file_extension for MySQL/PostgreSQL sync by @mkaaad in https://github.com/infiniflow/ragflow/pull/19466
• feat(channels): WeCom can bind agent by @brucehu in https://github.com/infiniflow/ragflow/pull/18598
• fix(wiki): stamp retrieval fields so compiled pages are searchable by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/18787
• feat(api): add image_update_mode for chunk image updates by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/18889
• Fix: keep a reference to the qqbot dispatch task so replies are not dropped by @muhzuhaib in https://github.com/infiniflow/ragflow/pull/19029
• fix(agent): make Python webhook trace appends atomic by @T1mn in https://github.com/infiniflow/ragflow/pull/19091
• fix(rag): assign PDF parser tables to tbls in book chunking method (#19557) by @Ritiky23 in https://github.com/infiniflow/ragflow/pull/19559
• fix(storage):preserve original errors after retries by @6ba3i in https://github.com/infiniflow/ragflow/pull/19580
• fix(web): scope pipeline log detail query keys by @huyua9 in https://github.com/infiniflow/ragflow/pull/18909
• fix(api): validate embedding check sample count by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19574
• fix(api): treat an empty metadata_condition.conditions list as no filter by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19368
• fix(api): intersect metadata filter results with the caller's doc scope by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19353
• fix CI native backend test failed by @myf-bee in https://github.com/infiniflow/ragflow/pull/19590
• Remove internal cli 'insert chunks from file' and 'insert metadata from file' by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19591
• fix(storage):preserve errors during backend retries by @6ba3i in https://github.com/infiniflow/ragflow/pull/19578
• fix: merge same-name knowledge graph entities by @buua436 in https://github.com/infiniflow/ragflow/pull/19525
• fix: split knowledge compilation logs by task type by @buua436 in https://github.com/infiniflow/ragflow/pull/19548
• fix(parser): emit xlsx spreadsheets as typed table chunks by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19509
• Fix: UI chat should pass pass_all_history_messages=false in 1.0 go by @cike8899 in https://github.com/infiniflow/ragflow/pull/19602
• Fix: The selected invalid dataset cannot be deleted. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19603
• fix: update image utils test stub by @buua436 in https://github.com/infiniflow/ragflow/pull/19605
• docs: fix Python frontend proxy startup by @liang0417 in https://github.com/infiniflow/ragflow/pull/19606
• fix: align mindmap relations with Python by @buua436 in https://github.com/infiniflow/ragflow/pull/19579
• Revert "Fix: UI chat should pass pass_all_history_messages=false in 1.0 go" by @wangq8 in https://github.com/infiniflow/ragflow/pull/19618
• refactor(ingestion): decouple document parsing state from document.run in favor of ingestion_task by @jay77721 in https://github.com/infiniflow/ragflow/pull/19533
• fix(web): adapt document parsing state for Go ingestion_status (depends on [#19533]) by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19587
• Feat: Hide the delete and update buttons related to the Go version of the wiki. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19620
• Fix agentic search bugs by @yingfeng in https://github.com/infiniflow/ragflow/pull/19615
• fix(agent): Agent reply empty when a retrieval tool runs — need2cite flips mid-stream by @spicyfishPro in https://github.com/infiniflow/ragflow/pull/19483
• fix(agent): preserve Boolean values in Variable Assigner by @LostSnowfluff in https://github.com/infiniflow/ragflow/pull/19499
• fix(sdk): stop parsing waits on status lookup failures by @AnnaSuSu in https://github.com/infiniflow/ragflow/pull/19506
• feat: add API-Route as a model provider by @DennyHo0917 in https://github.com/infiniflow/ragflow/pull/19566
• PY: refactor by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19599
• fix(agent/tools): encode GitHub and QWeather query parameters by @MarMarLabs in https://github.com/infiniflow/ragflow/pull/19584
• docs: clarify parser and email text by @gluedtea in https://github.com/infiniflow/ragflow/pull/19541
• fix: show document graph entity counts by @buua436 in https://github.com/infiniflow/ragflow/pull/19617
• Feat: Shorten the default distance of the timeline connector lines. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19612
• Fix: display modelExtra in api response by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19607
• feat(memory): make Go memory extraction tasks durable and resumable by @taek105 in https://github.com/infiniflow/ragflow/pull/19512
• fix(ci): read DeepDoc testdata from the pre-seeded dir instead of linking it in by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19594
• test: cover TokenizerFromUpstream empty payload contracts by @huyua9 in https://github.com/infiniflow/ragflow/pull/18898
• fix(retrieval): recover dense candidates after empty hybrid search by @6ba3i in https://github.com/infiniflow/ragflow/pull/19502
• Implement endpoint GET /datasets/tags/aggregation in GO by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19626
• docs: repair stale internal links and license reference by @Mnilax in https://github.com/infiniflow/ragflow/pull/19633
• fix(db): abort poisoned transactions on connection loss by @6ba3i in https://github.com/infiniflow/ragflow/pull/19530
• Fix: When calling the children and graph interfaces on the wiki tree page, the keywords parameter should be included. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19627
• Fix chat bot reasoning in GO by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19641
• fix(agent): reject unsupported image input cleanly by @6ba3i in https://github.com/infiniflow/ragflow/pull/19539
• feat(mineru): observability for embedded image loss in chunk stream (#16978) by @Taranum01 in https://github.com/infiniflow/ragflow/pull/18761
• fix(chunker): align custom delimiter text metadata by @yzl0ng in https://github.com/infiniflow/ragflow/pull/19005
• fix(ocr): prevent OpenCV remap crashes with oversized images by clamp… by @lucasoffchain in https://github.com/infiniflow/ragflow/pull/19419
• fix(api): reject empty provider instance deletes by @huyua9 in https://github.com/infiniflow/ragflow/pull/18919
• fix(ingestion): enforce text-only pre-index wire contract by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/19478
• fix(api): preserve parent-child config on partial updates by @huyua9 in https://github.com/infiniflow/ragflow/pull/18949
• feat(ingestion): track a run's pipeline log from queue to terminal by @jay77721 in https://github.com/infiniflow/ragflow/pull/19494
• fix(naive): do not route vision layout models to MinerU by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/19513
• ci: drop the kvrocks-parity workflow and the integration tests it ran by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19583
• fix: record generated wiki page versions by @buua436 in https://github.com/infiniflow/ragflow/pull/19636
• fix: support keywords in navigation APIs by @buua436 in https://github.com/infiniflow/ragflow/pull/19645
• fix: sync navigation tree with document status by @buua436 in https://github.com/infiniflow/ragflow/pull/19653
• build(deps): bump flask from 3.1.2 to 3.1.3 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/19659
• build(deps): bump protobufjs from 7.6.4 to 7.6.6 in /api/channels/whatsapp/gateway-node by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/19655
• build(deps): bump mermaid from 11.16.0 to 11.16.1 in /web by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/19657
• build(deps): bump langgraph-sdk from 0.3.6 to 0.3.15 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/19660
• Fix: The 'image' parsing method has been configured, but uploading images still results in an error. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19667
• fix(engine): filter chunks by requested IDs in update-by-query by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19665
• refactor(ingestion): migrate general parser and chunker contract by @jay77721 in https://github.com/infiniflow/ragflow/pull/19611
• Refactor: move chat message/reference to dedicated tables by @wangq8 in https://github.com/infiniflow/ragflow/pull/19577
• fix(web): reactively render children delimiter field by @huyua9 in https://github.com/infiniflow/ragflow/pull/18892
• fix: correct hyphens utility on agent template descriptions by @huyua9 in https://github.com/infiniflow/ragflow/pull/18901
• fix(parser): attach positions on TCADP spreadsheet JSON items by @li872 in https://github.com/infiniflow/ragflow/pull/19555
• fix: resolve template names in keyword graph search by @buua436 in https://github.com/infiniflow/ragflow/pull/19640
• fix: filter compilation status by kind by @buua436 in https://github.com/infiniflow/ragflow/pull/19666
• Fix the pipeline email parser failing on every multipart message by @JessYanCoding in https://github.com/infiniflow/ragflow/pull/19406
• fix(nlp): detect capitalized table-of-contents headings by @chuenchen309 in https://github.com/infiniflow/ragflow/pull/17012
• PY: apply cross_languages translation in Retrieval memory mode by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19669
• Fix saving agent without compiler id should report error by @wangq8 in https://github.com/infiniflow/ragflow/pull/19672
• feat(web): explain chunker delimiter semantics in the pipeline forms by @jay77721 in https://github.com/infiniflow/ragflow/pull/19676
• Go: invite member by send mail by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19675
• Fix(go): migration cleanup and add DB version tracking by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19598
• Fix: ignore empty dataset config when creating from a template by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19677
• fix(memories): derive filter options from page list query to prevent stale filters by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19537
• fix(web): add table styling in chunk card content by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19614
• feat(web): add virtual scrolling to CSV viewer and chunk list by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19621
• feat(web): disable LaTeX math rendering for user messages by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19624
• feat: add DaoXE as an OpenAI-compatible model provider by @seven7763 in https://github.com/infiniflow/ragflow/pull/19560
• fix(agent): expose token and round controls by @6ba3i in https://github.com/infiniflow/ragflow/pull/19637
• fix(ragcon): scope embedding drop_params to official endpoint by @6ba3i in https://github.com/infiniflow/ragflow/pull/19476
• fix(agent): wire MCP tools and preserve execution errors by @6ba3i in https://github.com/infiniflow/ragflow/pull/19628
• Fix: Agent: Clicking multiple times to view the version history and then clicking the initial version causes an error. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19674
• Fix: Remove redundant parameters from the Go-version knowledge base configuration page. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19668
• feat(ui): add locked option support to MultiSelect component by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19658
• Fix: Knowledge Compilation - Graph - Entity count remains unchanged after search. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19652
• fix(web): fall back to dataset ID for tag KB IDs on Go backend by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19648
• Fix: When the agent compiler adds a new chunk node via the "Next Step" action, it can generate multiple subsequent nodes. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19644
• fix(agent): honor multi-select canvas category filter in Go /agents listing by @euvre in https://github.com/infiniflow/ragflow/pull/19625
• fix(llm): skip dashscope/ prefix for Tongyi-Qianwen's OpenAI-compatible endpoint by @Taranum01 in https://github.com/infiniflow/ragflow/pull/19288
• fix(auth): separate OAuth JIT provisioning policy by @6ba3i in https://github.com/infiniflow/ragflow/pull/19651
• fix(web): guard tenant info in embed app modal by @huyua9 in https://github.com/infiniflow/ragflow/pull/18940
• feat(web/switch): allow dot-notation field paths in Switch condition (#14235) by @Khaostica in https://github.com/infiniflow/ragflow/pull/15071
• Fix: restrict instance name to digits, underscores, and letters by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19680
• fix(data_source): support custom base URL and HTTP for Azure DevOps c… by @ori-frenkel in https://github.com/infiniflow/ragflow/pull/19407
• fix(bedrock): report the expected key schema instead of a JSONDecodeError (#17373) by @Anai-Guo in https://github.com/infiniflow/ragflow/pull/17374
• Fix: append attachment content to last user prompt by @wangq8 in https://github.com/infiniflow/ragflow/pull/19691
• fix(llm): honor the batch size BaiduYiyanEmbed already declares by @L4XB in https://github.com/infiniflow/ragflow/pull/19690
• Fix: use component name instead of ID by @wangq8 in https://github.com/infiniflow/ragflow/pull/19700
• Dev: add LLM_DEBUG to debug LLM request and response. by @wangq8 in https://github.com/infiniflow/ragflow/pull/19703
• fix(mineru): upload the PDF once when several page ranges are configured by @devYRPauli in https://github.com/infiniflow/ragflow/pull/19183
• fix(parser): flush pending text before table/image chunks in _build_cks by @wang393 in https://github.com/infiniflow/ragflow/pull/19521
• feat(ingestion): stop persisting business data in pipeline operation-log DSL by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19631
• fix(ingestion): include the image/table context window in the chunk text by @jay77721 in https://github.com/infiniflow/ragflow/pull/19678
• Fix: allow use - in instance_name by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19709
• fix(dao): allowlist orderby columns on the search, chat, file and dataset lists by @MarMarLabs in https://github.com/infiniflow/ragflow/pull/19601
• fix(api): stop trusting X-Forwarded-For from every peer in the agent webhook IP whitelist by @coderdailyone in https://github.com/infiniflow/ragflow/pull/19550
• fix: improve knowledge compiler LLM handling by @buua436 in https://github.com/infiniflow/ragflow/pull/19701
• fix(deepdoc): preserve textless PDF figures for VLM extraction (#19679) by @Ritiky23 in https://github.com/infiniflow/ragflow/pull/19688
• Fix: Request artifact logs based on the selected kind. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19716
• Fix {date} not take effect in system prompt by @wangq8 in https://github.com/infiniflow/ragflow/pull/19713
• fix(chunk): gate claims/evidence panels by compilation template kind by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19704
• Fix: Dataset file upload: For unsupported file types, prompt the user to configure the corresponding file parser. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19710
• fix(pipeline-log): record the pipeline Parser's parse_method, not document.parser_id (#18306) by @Taranum01 in https://github.com/infiniflow/ragflow/pull/18763
• Fix: Self-referencing data returned by the API causes the mind map page to freeze. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19720
• fix(csv-preview): move border to inner wrapper so it wraps content only by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19715
• Fix: enable admin user by default by @wangq8 in https://github.com/infiniflow/ragflow/pull/19718
• fix(deepdoc): keep every inference call within one process CPU budget by @jay77721 in https://github.com/infiniflow/ragflow/pull/19695
• Fix the One and Book chunkers when Tika extracts nothing from a .doc by @JessYanCoding in https://github.com/infiniflow/ragflow/pull/19692
• perf(chunker): make hardSplitPiece O(L) with a single-encode token walk by @changshenhan in https://github.com/infiniflow/ragflow/pull/19712
• fix(parser): keep the word boundary a styled space carries into markdown by @L4XB in https://github.com/infiniflow/ragflow/pull/19693
• fix(web): correct metadata filter button semantics by @huyua9 in https://github.com/infiniflow/ragflow/pull/18911
• fix(ingestion): count child tokens and cut media context on sentences by @jay77721 in https://github.com/infiniflow/ragflow/pull/19696
• Fix: keep file API responsive during large connector ingest by @ondery in https://github.com/infiniflow/ragflow/pull/19632
• fix(parser): keep a one-row slide table instead of dropping it by @L4XB in https://github.com/infiniflow/ragflow/pull/19705
• fix(parser): accept a one-sheet dict in the Excel pandas fallback by @L4XB in https://github.com/infiniflow/ragflow/pull/19706
• fix(api): return document metadata from /dify/retrieval by @ebarkhordar in https://github.com/infiniflow/ragflow/pull/19686
• Fix user detail show not work by @wangq8 in https://github.com/infiniflow/ragflow/pull/19719
• fix(agent): accept string variable selectors in VariableAggregator by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19413
• fix: filter self-loop knowledge compiler relations by @buua436 in https://github.com/infiniflow/ragflow/pull/19721
• docs: update knowledge compilation docs by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19734
• docs: update MCP documents by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19730
• fix(i18n): rename 'Max tokens' to 'Max context length' and drop misleading default by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19729
• Fix: Switching the document-level graph selector should also update the corresponding total node count. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19732
• Fix: An error occurs when clicking the virtual root node of the mind map to call the API. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19731
• fix(file-commit): stop delete operations crashing the whole commit by @MarMarLabs in https://github.com/infiniflow/ragflow/pull/19654
• Optimizing recall for agentic RAG by @yingfeng in https://github.com/infiniflow/ragflow/pull/19687
• Feat: migrate chat message and reference by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19724
• fix(api): align Go proxy contract parity by @6ba3i in https://github.com/infiniflow/ragflow/pull/19723
• fix(go): harden connector SSRF by @mkaaad in https://github.com/infiniflow/ragflow/pull/19694
• fix(api): clamp memory list tenant_id filter to joined tenants by @coderdailyone in https://github.com/infiniflow/ragflow/pull/19739
• fix(syncer): keep the word boundary a styled space carries into markdown by @mkaaad in https://github.com/infiniflow/ragflow/pull/19722
• feat(mcp): add SDK-backed native Go MCP runtime by @6ba3i in https://github.com/infiniflow/ragflow/pull/19673
• Fix searchbot return 500, should be 200 with error message by @wangq8 in https://github.com/infiniflow/ragflow/pull/19763
• fix(agent): parse composite llm_id right-anchored on provider by @coderdailyone in https://github.com/infiniflow/ragflow/pull/19752
• feat(deepdoc): verify PaddleOCR service connectivity in check_installation by @HUAN2022A in https://github.com/infiniflow/ragflow/pull/17669
• fix(agent): reject missing models before save and run by @6ba3i in https://github.com/infiniflow/ragflow/pull/19761
• fix(parser): skip an unreadable EPUB chapter instead of losing the book by @L4XB in https://github.com/infiniflow/ragflow/pull/19708
• docs: run migrations before starting Go servers by @QAQadws in https://github.com/infiniflow/ragflow/pull/19776
• Feat: If a compilation type is not selected, the toggle for re-splitting Parser output is not displayed. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19771
• fix(ingestion): make running transition atomic across created and scheduled by @jay77721 in https://github.com/infiniflow/ragflow/pull/19764
• refa: keep builtin compilation templates out of database by @buua436 in https://github.com/infiniflow/ragflow/pull/19760
• fix(infinity): repair chunk ingestion and dataset save by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19773
• Fix chunks search with keywords not working by @wangq8 in https://github.com/infiniflow/ragflow/pull/19772
• fix: change citation labels from "Fig. 1" to "[1]" by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19781
• Fix tree navigation search with keywords not working by @wangq8 in https://github.com/infiniflow/ragflow/pull/19774
• Refactor thinking log of agentic log by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19707
• fix(parser): skip table-of-contents entries when parsing docx by @wang393 in https://github.com/infiniflow/ragflow/pull/19491
• fix(parser): preserve unwrapped Markdown code fences by @AnnaSuSu in https://github.com/infiniflow/ragflow/pull/19552
• fix: align graph keyword search with Python by @buua436 in https://github.com/infiniflow/ragflow/pull/19778
• fix(benchmark): account for failed requests and incomplete streams by @ning-jl in https://github.com/infiniflow/ragflow/pull/19498
• feat(go-syncer): retry sync task errors with per-class budgets by @mkaaad in https://github.com/infiniflow/ragflow/pull/19790
• docs: update data source documentation by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19798
• Fix: route API-Route to it's driver by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19793
• feat(agentic_rag): slot-table harness, table rendering + pre-search/metadata channels by @Caobaining1 in https://github.com/infiniflow/ragflow/pull/19780
• feat(sandbox): complete Go sandbox settings and live refresh by @6ba3i in https://github.com/infiniflow/ragflow/pull/19783
• fix(admin): correct service details lookup by @6ba3i in https://github.com/infiniflow/ragflow/pull/19770
• fix(csv-preview): stable horizontal scroll for ragged CSV rows by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19785
• Fix: Update the prompt text displayed when clicking to parse text for an unconfigured audio model. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19788
• feat(chunk): add min/max validation for tag frequency field by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19794
• Refactor: Replace RAGFlowSelect with SelectWithSearch. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19795
• feat(datasource): add BackButton to data source detail page header by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19796
• Fix: Selecting an option from the Wiki Graph dropdown menu also triggers an API request to fetch the latest data. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19801
• fix(web): open variable dropdown from prompt toolbar icon without prior focus by @euvre in https://github.com/infiniflow/ragflow/pull/19728
• Feature: go highlight follow python, follow [#19488] by @wangq8 in https://github.com/infiniflow/ragflow/pull/19792
• Fix citation of agentic rag by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19791
• Fix metadata filter issue by @wangq8 in https://github.com/infiniflow/ragflow/pull/19803
• fix(deepdoc): disable ORT BFC memory arena for pooled inference sessions by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19800
• feat(go-syncer): add checkpoint resume for MySQL/PostgreSQL connectors by @mkaaad in https://github.com/infiniflow/ragflow/pull/19762
• fix(api): return empty documents when doc_ids filter is empty by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19809
• Refact agentic search by @yingfeng in https://github.com/infiniflow/ragflow/pull/19811
• feat: sort sync log list by status priority by @mkaaad in https://github.com/infiniflow/ragflow/pull/19777
• Enhance LLM_DEBUG with took and first token time, short embedding to 3 float by @wangq8 in https://github.com/infiniflow/ragflow/pull/19816
• feat: add Cheaper Inference as an OpenAI-compatible model provider by @aiapienthusiast in https://github.com/infiniflow/ragflow/pull/19748
• fix(parser): move PDF TOC and header/footer removal to box level by @jay77721 in https://github.com/infiniflow/ragflow/pull/19779
• fix(document): skip active and completed tasks on batch ingest by @jay77721 in https://github.com/infiniflow/ragflow/pull/19786
• fix(compiler): keep LLM runtime params when saving a document pipeline config by @euvre in https://github.com/infiniflow/ragflow/pull/19554
• Fix authorization for OpenAI-compatible agent completions by @MQ-xz in https://github.com/infiniflow/ragflow/pull/19817
• Fix: Negative values ​​can be entered for the maximum number of reflection rounds. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19819
• For no auth provider, list models will return empty by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19827
• Refine citation for agentic RAG by @yingfeng in https://github.com/infiniflow/ragflow/pull/19822
• Fix: Restrict the parser operator so that it can only be followed by a chunker, and a chunker cannot be followed by another chunker. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19833
• refactor(agent-form): remove maxTokens switch field from sub-agent form by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19830
• fix: resolve provider aliases for extractor models by @buua436 in https://github.com/infiniflow/ragflow/pull/19824
• feat(ingestion): add run-scoped progress events by @jay77721 in https://github.com/infiniflow/ragflow/pull/19775
• fix(parser): recover DOCX text boxes in the Python chunkers by @L4XB in https://github.com/infiniflow/ragflow/pull/19735
• Go: add generic Go integration test CI job (infinity) by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19702
• refa: migrate model resolution to ModelSolver by @buua436 in https://github.com/infiniflow/ragflow/pull/19820
• fix(model): move PaddleOCR api_key unwrapping from the generic provider flow into the drivers by @euvre in https://github.com/infiniflow/ragflow/pull/19823
• fix: improve UI wording and localization for parsing and chunking settings by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19839
• Fix: store <think>content</think> to conversation_message by @wangq8 in https://github.com/infiniflow/ragflow/pull/19836
• Revert "feat(agent): support document_ids in retrieval node and tool" by @wangq8 in https://github.com/infiniflow/ragflow/pull/19837
• fix(embedding): omit unsupported user field for OVH AI endpoint by @techpreneur-a in https://github.com/infiniflow/ragflow/pull/19758
• fix(sdk): preserve completion message IDs by @AnnaSuSu in https://github.com/infiniflow/ragflow/pull/19551
• fix(tts): send required voice payload for SiliconFlow TTS and surface synthesis failures by @euvre in https://github.com/infiniflow/ragflow/pull/19812
• fix(document): hide a disabled document's knowledge-compiled chunks from retrieval by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19845
• fix(go): surface the underlying error instead of generic 500 for related search and mindmap by @QAQadws in https://github.com/infiniflow/ragflow/pull/19832
• fix(ingestion): unify run duration and timestamp parsing log lines by @jay77721 in https://github.com/infiniflow/ragflow/pull/19849
• feat(go,web): port tokenizer counters, embedding limits and multi-provider web search by @yuzhichang in https://github.com/infiniflow/ragflow/pull/19802
• Fix: The Go version of the artifact tree also needs to display build logs. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19841
• fix(admin): show host and port in service status by @6ba3i in https://github.com/infiniflow/ragflow/pull/19848
• refactor(go): default Go cache/queue backend to Kvrocks and fail fast when down by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19804
• fix: update words in UI by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19861
• fix(memory): expose server-side filter discovery by @6ba3i in https://github.com/infiniflow/ragflow/pull/19840
• fix(agent): report missing Message variables clearly by @6ba3i in https://github.com/infiniflow/ragflow/pull/19831
• fix(admin): use GetKvrocksConfig instead of undefined GetRedisConfig by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19867
• feat(models): add OpenAI GPT-5.6 model family by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/19856
• Go: fix MySQL connection port exhaustion under high concurrency by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19881
• Go: add pprof, use --profile to turn on by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19858
• Go: reuse a global HTTP client and tune connection pool to prevent port exhaustion by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19888
• fix(markdown): support non-numeric citation IDs in reference markers by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19846
• fix(dataset): skip clear-chunks confirmation when re-parsing on Go by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19851
• Feat/xiaomi list models refresh by @QAQadws in https://github.com/infiniflow/ragflow/pull/19855
• fix(agent): keep deferred Agent model failures in the chat stream instead of toast popups by @euvre in https://github.com/infiniflow/ragflow/pull/19829
• fix(dataset): move enable/disable below run/cancel in bulk action menu by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19893
• fix(web): persist full embed dialog state in agent widget settings by @euvre in https://github.com/infiniflow/ragflow/pull/19835
• Fix create build-in dataset parser_config should be pipeline config by @wangq8 in https://github.com/infiniflow/ragflow/pull/19860
• fix: enhance PDF figure captions with vision by @buua436 in https://github.com/infiniflow/ragflow/pull/19847
• Fix wording the Similarity threshold by @wangq8 in https://github.com/infiniflow/ragflow/pull/19898
• Fix: mirror python when call llm to extract memory failed by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19863
• Expose KVROCKS for easy access by @wangq8 in https://github.com/infiniflow/ragflow/pull/19904
• i18n: fill the remaining tr-TR gaps by @bakiburakogun in https://github.com/infiniflow/ragflow/pull/19891
• fix(web): constrain flex children in agent version history dialog by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19903
• feat(model): fetch Xiaomi model list from remote API by @euvre in https://github.com/infiniflow/ragflow/pull/19862
• fix(go-agent): surface CodeExec sandbox artifacts as message attachments by @mkaaad in https://github.com/infiniflow/ragflow/pull/19852
• fix(agentic-rag): fail fast when the chat model cannot answer by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19850
• Go: fix ES connection port exhaustion under high concurrency by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19901
• Fix: The picture and audio chunkers in the knowledge base display unnecessary configuration options. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19911
• fix(agent): host code-exec artifacts instead of leaking base64 into chat by @euvre in https://github.com/infiniflow/ragflow/pull/19853
• Fix: expose rerank model error by @wangq8 in https://github.com/infiniflow/ragflow/pull/19908
• refactor(go): drop dead KvrocksCheckpointExists probe by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19864
• fix(ingestion): route bare MinerU OCR model UUID to MinerU PDF dispatch by @euvre in https://github.com/infiniflow/ragflow/pull/19639
• fix(web): surface memory-save failure as a toast in agent chat by @QAQadws in https://github.com/infiniflow/ragflow/pull/19844
• Fix the build-in pipeline name by @wangq8 in https://github.com/infiniflow/ragflow/pull/19921
• fix(api): enforce document image ownership authorization by @6ba3i in https://github.com/infiniflow/ragflow/pull/19818
• Revert "fix(go-agent): surface CodeExec sandbox artifacts as message attachments" by @wangq8 in https://github.com/infiniflow/ragflow/pull/19922
• Go: fix resource leak in ES connector by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19912
• Fix: preserve MCP connection settings across import and edit by @georgeatparallel in https://github.com/infiniflow/ragflow/pull/19518
• Go: fix other models http clients by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19920
• fix(web): add missing audio and email images to dataset setting ImageMap by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19926
• fix(agent): surface invalid variables and deduplicate errors by @6ba3i in https://github.com/infiniflow/ragflow/pull/19919
• Perf(deepdoc): free ONNX in/out tensors per Run instead of pinning them per session by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19843
• fix: prevent bulk overflow and preserve mindmap results by @buua436 in https://github.com/infiniflow/ragflow/pull/19892
• fix(web): make audio attachments and references playable by @euvre in https://github.com/infiniflow/ragflow/pull/19842
• fix(memory): stabilize filter option ordering by @6ba3i in https://github.com/infiniflow/ragflow/pull/19925
• Removed CLAUDE.md since Claude Code supports AGENTS.md by @yuzhichang in https://github.com/infiniflow/ragflow/pull/19932
• Make kvrocks host configurable by @wangq8 in https://github.com/infiniflow/ragflow/pull/19916
• fix(service): use common.AssertURLSafe in mcp_test.go by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19931
• fix: Updated the pipeline tabs to show consistent labels. by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/19933
• fix: release reused stemmer environments by @buua436 in https://github.com/infiniflow/ragflow/pull/19935
• Fix: check SMTP config before send email by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19929
• Fix: Switching the dataset's embedding model causes the dropdown menu to disappear. by @cike8899 in https://github.com/infiniflow/ragflow/pull/19927
• Fix re-parse complete document need pass delete:true for go by @wangq8 in https://github.com/infiniflow/ragflow/pull/19936
• fix(web): remount chunk virtual list when result set changes by @dcc123456 in https://github.com/infiniflow/ragflow/pull/19940
• refactor(go-ingestion): remove checkpoint/resume support by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19924
• fix(api): validate memory search numeric filters by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19883
• Fix dataset logs leak by @wangq8 in https://github.com/infiniflow/ragflow/pull/19942
• fix(go): align retrieval and chat pipeline with Python by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19934
• Fix: hide MinerU.net by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19943
• fix(config): read boolean env flags so that off means off by @L4XB in https://github.com/infiniflow/ragflow/pull/19689
• feat(agentic_rag): port the harness table/metadata paths to Go, with field-driven metadata_search by @Caobaining1 in https://github.com/infiniflow/ragflow/pull/19941
• Fix: parse negative coordinates in @@ position tags by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19945
• chore(server): document missing CLI and MCP options by @6ba3i in https://github.com/infiniflow/ragflow/pull/19900
• fix: stop SSE stream after terminal error by @midilandlu in https://github.com/infiniflow/ragflow/pull/19870
• fix: handle empty final tool answers by @midilandlu in https://github.com/infiniflow/ragflow/pull/19872
• fix: return only cited Go chat documents by @buua436 in https://github.com/infiniflow/ragflow/pull/19899
• fix(deepdoc): route PDF parse logs through zap and drive colspan e2e in-process by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19947
• fix(agent): preserve empty switch input evaluation by @6ba3i in https://github.com/infiniflow/ragflow/pull/19953
• fix(parser): keep media page-cache eviction alive after page-order break by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19938
• Fix: add a transient error, to retry by @wangq8 in https://github.com/infiniflow/ragflow/pull/19956
• Fix/minio missing file error message by @QAQadws in https://github.com/infiniflow/ragflow/pull/19918
• fix: honor Go chat citation settings and preserve final streamed citations by @QAQadws in https://github.com/infiniflow/ragflow/pull/19797
• feat(models): add recent Gemini models by @Anurag-M1 in https://github.com/infiniflow/ragflow/pull/19885
• Fix(codeexec): codeexec artifact attachments by @mkaaad in https://github.com/infiniflow/ragflow/pull/19954
• fix(parser): scope TCADP bearer token to API server host only by @Taranum01 in https://github.com/infiniflow/ragflow/pull/17672
• fix(retrieval): align Go parent-child chunk behavior by @jay77721 in https://github.com/infiniflow/ragflow/pull/19828
• fix(parser): stop inlining PDF base64 media; crop on demand at VLM and chunker by @xugangqiang in https://github.com/infiniflow/ragflow/pull/19964
• fix(ingestion): honor the dataset language in the Go parser by @jay77721 in https://github.com/infiniflow/ragflow/pull/19966
• Go: update go.mod by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19963
• Go CLI: fix benchmark by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19946
• feat(parser): upgrade PDF header/footer removal with 3D cascaded fusion by @jay77721 in https://github.com/infiniflow/ragflow/pull/19957
• refactor(parser): drop write-only setup fields from picture/audio parsers by @jay77721 in https://github.com/infiniflow/ragflow/pull/19971
• fix(string_utils): keep spaces between non-Latin words by @chuenchen309 in https://github.com/infiniflow/ragflow/pull/17015
• Port PR17015 to GO by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19969
• docs: add macOS notes to the launch-from-source guide by @JHWu1117 in https://github.com/infiniflow/ragflow/pull/19970
• Fix: to add dataset logs by @wangq8 in https://github.com/infiniflow/ragflow/pull/19973
• fix: align agentbot release flag handling by @buua436 in https://github.com/infiniflow/ragflow/pull/19968
• fix(web): hide ingestion canvas test run button on Go backend by @jay77721 in https://github.com/infiniflow/ragflow/pull/19977
• fix(pipeline): ignore disconnected nodes during terminal detection by @6ba3i in https://github.com/infiniflow/ragflow/pull/19976
• fix(dataset): preserve parser config on pipeline switch by @QAQadws in https://github.com/infiniflow/ragflow/pull/19978
• feat(ingestion): report sub-component parsing progress instead of a frozen 20% by @jay77721 in https://github.com/infiniflow/ragflow/pull/19965
• feat(agentic_rag): put membership and document metadata into the answer's evidence by @Caobaining1 in https://github.com/infiniflow/ragflow/pull/19981
• fix(parser): route UI "Plain Text" PDF method to the plain-text parser by @jay77721 in https://github.com/infiniflow/ragflow/pull/19979
• Fix Agent cited not show during chat by @wangq8 in https://github.com/infiniflow/ragflow/pull/19986
• fix(agent): normalize Switch operators and numeric strings by @6ba3i in https://github.com/infiniflow/ragflow/pull/19987
• fix(tag): rebuild tagging on a Go tag source index by @qinling0210 in https://github.com/infiniflow/ragflow/pull/19985
• fix(memory): pin memory filter facet options to a canonical order by @euvre in https://github.com/infiniflow/ragflow/pull/19906
• chore: update stale CLAUDE.md references after the AGENTS.md rename by @Jinzhengxu in https://github.com/infiniflow/ragflow/pull/19990
• Go CLI: show hardware by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19991
• fix(embedding): cut inputs to the model window on every path by @yuzhichang in https://github.com/infiniflow/ragflow/pull/19997
• Fix: Add a checklist to the agent canvas to display errors found on the canvas. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20000
• Fix save chilren delimiters by @wangq8 in https://github.com/infiniflow/ragflow/pull/19998
• Fix: restrict metadata field key by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/19999
• Go CLI: set/show cpu/memory/concurrency by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20002
• Refactor: default log level to warn by @wangq8 in https://github.com/infiniflow/ragflow/pull/20001
• fix(dataset): return accessible datasets for ids filter by @QAQadws in https://github.com/infiniflow/ragflow/pull/19984
• Go: add deepdoc server framework by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/19988
• refactor(mcp): centralize configuration and transport wiring by @6ba3i in https://github.com/infiniflow/ragflow/pull/20011
• feat(connector): add Zotero as a data source by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/19742
• fix(markdown): keep a pipe in a table cell from adding a column by @L4XB in https://github.com/infiniflow/ragflow/pull/19749
• Go CLI: fix show user by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20021
• Fix wordnet concurrency panic error by @yingfeng in https://github.com/infiniflow/ragflow/pull/20023
• refactor(harness): extract retrieval wiring from server startup by @6ba3i in https://github.com/infiniflow/ragflow/pull/20012
• Fix: delete document, does not delete the real file in minio by @wangq8 in https://github.com/infiniflow/ragflow/pull/20022
• fix(parser-config): preserve child chunk settings on save by @6ba3i in https://github.com/infiniflow/ragflow/pull/20018
• fix(ingestion, web): converge cancels fast and stop logging them as errors by @jay77721 in https://github.com/infiniflow/ragflow/pull/19992
• Fix: delete datasets does not delete bucket and files in minio by @wangq8 in https://github.com/infiniflow/ragflow/pull/20024
• fix(agent): stamp PDF watermark on every page of DocsGenerator exports by @euvre in https://github.com/infiniflow/ragflow/pull/19915
• fix: synchronize document compilation and navigation projections by @buua436 in https://github.com/infiniflow/ragflow/pull/20030
• Go: fix log level by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20036
• fix(canvas): clarify unmatched Switch routing errors by @6ba3i in https://github.com/infiniflow/ragflow/pull/20038
• fix: rename parserMethod labels by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20020
• fix(compilation): show update/log entry on Go backend for running and failed compiles by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20037
• fix: render Manual Chunker config in dataset parser tabs by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20043
• fix(agent): flag node groups detached from Begin in canvas checklist by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20046
• fix(agent): filter dragged next-step menu by source and skip empty menu by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20049
• fix(agent): do not create node when dragging from an input handle by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20052
• fix: prevent agent message template feedback by @buua436 in https://github.com/infiniflow/ragflow/pull/20042
• refa: remove standalone tool support resolver by @buua436 in https://github.com/infiniflow/ragflow/pull/20047
• refactor(go): unify Go logging on the zap logger by @jay77721 in https://github.com/infiniflow/ragflow/pull/20026
• feat(deepdoc): make inference concurrency configurable (default 4) by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20044
• Fix: add hint url for local AI by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20039
• feat(deepdoc): share ONNX model weights across pooled native sessions by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20035
• Feature: delete user all stuffs when delete user by @wangq8 in https://github.com/infiniflow/ragflow/pull/20010
• fix(api): align Go proxy route contracts by @6ba3i in https://github.com/infiniflow/ragflow/pull/20032
• fix(document): route image and presentation uploads to their dedicated parsers by @jay77721 in https://github.com/infiniflow/ragflow/pull/20061
• fix(ingestion): derive component param whitelist from component schemas by @jay77721 in https://github.com/infiniflow/ragflow/pull/20060
• fix(parser): catch tight page numbers and site-promo headers/footers by @jay77721 in https://github.com/infiniflow/ragflow/pull/20019
• refactor(parser): drop unreachable headerColEnd fallbacks from XLSX table items by @jay77721 in https://github.com/infiniflow/ragflow/pull/20053
• refa: remove chat model target resolver by @buua436 in https://github.com/infiniflow/ragflow/pull/20055
• fix(qa): read the value Excel computed, not the formula behind it by @L4XB in https://github.com/infiniflow/ragflow/pull/19737
• fix(parser): replace slog.Debug with common.Debug+zap in toc_header_footer by @jay77721 in https://github.com/infiniflow/ragflow/pull/20071
• perf(deepdoc): add single-core PDF throughput + peak-RSS benchmark by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20034
• fix(chunk): scope the chunk list and detail APIs to the route's datas… by @qinling0210 in https://github.com/infiniflow/ragflow/pull/20059
• Revert "fix(api): align Go proxy route contracts" by @wangq8 in https://github.com/infiniflow/ragflow/pull/20075
• fix(deepdoc): align OCR-rec batching with Python (sort by ratio, <=16, 96*1 pool) by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20041
• Fix: move migrate into init flag case list by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20048
• Fix Connecting other operators after the message operator is prohibited. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20076
• Fix unit test by @wangq8 in https://github.com/infiniflow/ragflow/pull/20081
• Fix to add font to support generate English PDF by @wangq8 in https://github.com/infiniflow/ragflow/pull/20078
• fix(api): add missing comma delimiter between question and extracted keywords by @ming1523 in https://github.com/infiniflow/ragflow/pull/19661
• Port PR19661 to go (keyword delimiter) by @qinling0210 in https://github.com/infiniflow/ragflow/pull/20069
• build(sh): pin ONNX Runtime archive sha256 instead of fetching it online by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20082
• fix(parser): drop eager base64 table image from pdf.TableItem by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20051
• fix(api): validate connector create payload by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19472
• chore(deps-dev): bump immutable from 4.3.7 to 4.3.9 in /web by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20086
• Update rag_analyzer.cpp (align with PR3503 in Infinity) by @qinling0210 in https://github.com/infiniflow/ragflow/pull/20083
• test(rag): cover file magic-byte helpers in file_utils by @Bruce-Yii in https://github.com/infiniflow/ragflow/pull/20072
• test(model_utils): add comprehensive tests for get_model_type_human and related functions by @Bruce-Yii in https://github.com/infiniflow/ragflow/pull/20068
• chore(deps): bump anyio from 4.9.0 to 4.14.2 in /agent/sandbox by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20085
• chore(deps): bump soupsieve from 2.8.4 to 2.9 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20087
• Fix no delete skill since go has no skill by @wangq8 in https://github.com/infiniflow/ragflow/pull/20094
• fix(chat): prevent blank reference image preview when image url is not ready by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20097
• Fix: Add a loading state to the button that creates a memory. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20098
• chore(deps): bump go.opentelemetry.io/otel/sdk from 1.44.0 to 1.45.0 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20088
• test(term_weight): add edge case tests for _alphabetic_oov_frequency by @Bruce-Yii in https://github.com/infiniflow/ragflow/pull/20066
• chore(deps): bump anyio from 4.12.1 to 4.14.2 in /tools/es-to-oceanbase-migration by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20104
• fix: add standalone CJK font for Go PDF generation by @buua436 in https://github.com/infiniflow/ragflow/pull/20095
• CI: fix kvrocks port is already allocated by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20093
• Fix admin services display by @wangq8 in https://github.com/infiniflow/ragflow/pull/20099
• Go CLI: fix --version by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20112
• fix(markdown): read the first row of a header-less table as its header by @L4XB in https://github.com/infiniflow/ragflow/pull/19750
• Fix: Restrict the canvas to a single compilation operator. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20120
• fix(agent): preserve content semantics with mixed Message branches by @Bruce-Yii in https://github.com/infiniflow/ragflow/pull/19565
• fix(deepdoc): scope table/box overlap to the same page to avoid cross-page expansion by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20089
• chore(deps): bump anyio from 4.12.1 to 4.14.2 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20105
• fix: scope document deletion compile events by @buua436 in https://github.com/infiniflow/ragflow/pull/20108
• Fix: If the extractor is not configured with a model, a prompt is displayed in the checklist. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20113
• Fix: The configuration for the pipeline manual chunker cannot be displayed. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20106
• fix: wait for Elasticsearch chunk updates by @buua436 in https://github.com/infiniflow/ragflow/pull/20116
• Fix delete dataset not delete bucket by @wangq8 in https://github.com/infiniflow/ragflow/pull/20110
• fix: use configured known_hosts path for SSH sandbox by @buua436 in https://github.com/infiniflow/ragflow/pull/20114
• Fix: Add the pipeline's detached operators to the checklist. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20127
• Fix: Hide the mind map update button for the Go version. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20130
• fix(chunk): support image updates on the chunk PATCH endpoint by @jay77721 in https://github.com/infiniflow/ragflow/pull/20107
• Fix: rollback added instance when add model failed by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20129
• fix(agent): make begin form mode options reactive to language switch by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20128
• perf(deepdoc): bucket substring-dedup scan by page and column by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20122
• fix(deepdoc): keep highest-indexed table in MarkNoMergeTables page scoping by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20125
• fix(storage): correct Azure SPN object existence checks by @AnnaSuSu in https://github.com/infiniflow/ragflow/pull/20003
• fix(markdown): delimit a link destination that holds a space or a parenthesis by @L4XB in https://github.com/infiniflow/ragflow/pull/19747
• fix(chunker): eliminate O(n^2) coordinate extension and redundant merge copies by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20132
• fix(deepdoc): bucket table boxes by page in buildTableHTMLs by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20133
• i18n(az): add Azerbaijani (Azərbaycanca) translation by @jamalkamaladdin in https://github.com/infiniflow/ragflow/pull/20131
• fix(service): drop citations and reference when the answer reports no… by @Caobaining1 in https://github.com/infiniflow/ragflow/pull/20111
• Fix: not drop uncreated unique index by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20118
• fix(parser): accept longer closing fences during table extraction by @imexlovery in https://github.com/infiniflow/ragflow/pull/20028
• fix(parser): split JSONL records only on newline characters by @imexlovery in https://github.com/infiniflow/ragflow/pull/20029
• fix(deps): use numpy 2.x wheels on Python 3.13 (#19928) by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/20014
• i18n: sync tr-TR with recent en changes by @bakiburakogun in https://github.com/infiniflow/ragflow/pull/20004
• Fix: clean ingestion task logs by @wangq8 in https://github.com/infiniflow/ragflow/pull/20153
• fix: resolve go CLI latest release without GitHub API by @Yannnnnnny in https://github.com/infiniflow/ragflow/pull/20159
• Go CI: fix port conflicts by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20157
• docs: drop KIBANA_USER / KIBANA_PASSWORD, which nothing reads by @lihongyuan99 in https://github.com/infiniflow/ragflow/pull/20150
• fix: update doc by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20164
• fix(dataset): read document-declared tag sources in tag aggregation by @jay77721 in https://github.com/infiniflow/ragflow/pull/20119
• fix: exclude disabled documents from Wiki products by @buua436 in https://github.com/infiniflow/ragflow/pull/20154
• Fix rerank model does not take effect when search in searchbot by @wangq8 in https://github.com/infiniflow/ragflow/pull/20158
• Fix eval error by @wangq8 in https://github.com/infiniflow/ragflow/pull/20180
• Fix: when rerank error stop chat by @wangq8 in https://github.com/infiniflow/ragflow/pull/20178
• Fix no regenerate/delete message in multiple model chats by @wangq8 in https://github.com/infiniflow/ragflow/pull/20182
• Fix: dedup model name by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20167
• fix(parser): label PDF table items "table" only when they carry markup by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20092<li>refactor(agent): pass checkpoint collaborators directly by @6ba3i in https://github.com/infiniflow/ragflow/pull/20168</li><li>fix minimax model ids by @QAQadws in https://github.com/infiniflow/ragflow/pull/20184</li><li>refactor(agent): remove unused canvas stream abstraction by @6ba3i in https://github.com/infiniflow/ragflow/pull/20169</li><li>refactor(agent): remove obsolete component fixtures by @6ba3i in https://github.com/infiniflow/ragflow/pull/20170</li><li>refactor(agent): remove unreachable canvas helpers by @6ba3i in https://github.com/infiniflow/ragflow/pull/20171</li><li>refactor(agent): remove dead document io scaffolding by @6ba3i in https://github.com/infiniflow/ragflow/pull/20172</li><li>refactor(agent): use concrete canvas state access by @6ba3i in https://github.com/infiniflow/ragflow/pull/20173</li><li>fix(agent): reject malformed parallel checkpoints by @6ba3i in https://github.com/infiniflow/ragflow/pull/20174</li><li>refactor(agent): remove dead switch map alias by @6ba3i in https://github.com/infiniflow/ragflow/pull/20175</li><li>fix(agent): preserve standard JSON encodings by @6ba3i in https://github.com/infiniflow/ragflow/pull/20176</li><li>fix(setting): suppress PaddleOCR form autofill and default URL to first option by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20189</li><li>feat(setting): auto-merge newly listed models into draft instance by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20177</li><li>feat(setting): default tool calling on for new provider instances by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20195</li><li>Fix: Switching the parsing mode when creating a dataset will cause the embedding model to change. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20198</li><li>fix(nav): navigation tree search, LLM cluster naming, cluster depth by @qinling0210 in https://github.com/infiniflow/ragflow/pull/20188</li><li>perf(chunker): parallelize cropImageChunks across chunks by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20183</li><li>Fix rerank not working in agent retrieval by @wangq8 in https://github.com/infiniflow/ragflow/pull/20197</li><li>Fix: The checklist allows loop operators to reference the outputs of internal operators. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20205</li><li>Fix: Document Generator – Header Text/Footer Text/Watermark Text configurations cannot be saved. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20187</li><li>fix(dataset): poll ingestion log while parsing and stop after terminal by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20206</li><li>Fix delete user to delete bucket user-downloads, table: file_commit, file_commit_item by @wangq8 in https://github.com/infiniflow/ragflow/pull/20199</li><li>feat(chunker): stream cropped previews to storage instead of batching by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20165</li><li>fix(router): accept beta tokens on document image routes for shared chats by @jay77721 in https://github.com/infiniflow/ragflow/pull/20185</li><li>Feat: Display wiki-related icons on the dataset's log page. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20212</li><li>Doc: add database change log by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20211</li><li>fix(dataset): confirm before re-parse Go documents with chunks by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20210</li><li>Fix: Switching from the dataset's "Files" page to the "Configuration" page results in the scrollbar not appearing at the top. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20179</li><li>fix: adjust sandbox SSH host configuration by @buua436 in https://github.com/infiniflow/ragflow/pull/20155</li><li>fix(dataflow): make_encode_batch synchronous so thread_pool_exec can run it by @wuisabel-gif in https://github.com/infiniflow/ragflow/pull/16760</li><li>fix(parser): read the separator a CSV was written with by @L4XB in https://github.com/infiniflow/ragflow/pull/19740</li><li>fix(parser): fail an EPUB with no readable chapter instead of returning nothing by @L4XB in https://github.com/infiniflow/ragflow/pull/19814</li><li>fix(agent): harden runtime boundary contracts by @6ba3i in https://github.com/infiniflow/ragflow/pull/20186</li><li>fix: support wiki map writes on Infinity by @buua436 in https://github.com/infiniflow/ragflow/pull/20203</li><li>Fix: Hide the 'local' option in the sandbox configuration. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20269</li><li>fix(tools): guard temporary table creation during mysql_migration dry run (#19570) by @Ritiky23 in https://github.com/infiniflow/ragflow/pull/19623</li><li>feat: add Uzbek language support by @senovr in https://github.com/infiniflow/ragflow/pull/20264</li><li>fix(parser): escape DOCX table cells in the naive, manual and qa chunkers by @L4XB in https://github.com/infiniflow/ragflow/pull/19746</li><li>fix(chunker): skip crop+upload for non-retrievable empty-text media by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20213</li><li>Fix go workspaces APIs by @wangq8 in https://github.com/infiniflow/ragflow/pull/20272</li><li>Go: remove unused files by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20271</li><li>[codex] Fix OpenAI-compatible ASR provider by @HUAN2022A in https://github.com/infiniflow/ragflow/pull/19370</li><li>fix(ingestion): read Python logs in Go backend by @jay77721 in https://github.com/infiniflow/ragflow/pull/20214</li><li>fix(knowledge_compile): make compiled rows writable to Infinity by @qinling0210 in https://github.com/infiniflow/ragflow/pull/20208</li><li>fix(ui): ignore outside clicks right after dialog opens by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20270</li><li>fix(pdf): rejoin line-break hyphens / strip U+FFFD in Go layout (temporary workaround) by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20274</li><li>Fix: It is not possible to select dataset metadata values ​​for the condition in the retrieval operator. by @cike8899 in https://github.com/infiniflow/ragflow/pull/20280</li><li>disable python release schedule workflow by @myf-bee in https://github.com/infiniflow/ragflow/pull/20322</li><li>PY: remove go related codes by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/20366</li><li>chore(deps): bump cryptography from 46.0.7 to 50.0.0 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20357</li><li>Fix Python naive_merge dropping bare delimiters (#20276 parity) by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20384</li><li>fix(parser): match the .eml extension in any case by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20090</li><li>chore(deps): bump hpack from 4.1.0 to 4.2.0 by @dependabot[bot] in https://github.com/infiniflow/ragflow/pull/20356</li><li>fix(nlp): flush buffer on bare delimiter in _build_cks (docx one-chunk regression) by @xugangqiang in https://github.com/infiniflow/ragflow/pull/20473</li><li>fix(deepdoc): parse negative coordinates in @@ position tags on the Python side by @lihongyuan99 in https://github.com/infiniflow/ragflow/pull/19952</li><li>fix(citation): open external web documents directly by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20458</li><li>feat(vastbase): add Vastbase G100 document engine support by @FengYikai710 in https://github.com/infiniflow/ragflow/pull/20064</li><li>i18n(web): clarify agent citation switch label across locales by @dcc123456 in https://github.com/infiniflow/ragflow/pull/20608</li><li>fix(llm): list inference-profile-only Bedrock models in API-key model discovery by @kimnamu in https://github.com/infiniflow/ragflow/pull/20163</li><li>fix: report real token usage (chat + embedding) in chats_openai by @yangyachen in https://github.com/infiniflow/ragflow/pull/20031</li><li>Fix: pin torch to a CUDA 12.x build to match onnxruntime-gpu by @iwasaki1112 in https://github.com/infiniflow/ragflow/pull/17030</li><li>Fix: accept Ollama duration strings in OLLAMA_KEEP_ALIVE by @jclin0311 in https://github.com/infiniflow/ragflow/pull/20224</li><li>fix(data_source): read Google OAuth env flags so that off means off by @lihongyuan99 in https://github.com/infiniflow/ragflow/pull/20009</li><li>fix: honour chunk_token_num in the laws tree chunker by @shoemoney in https://github.com/infiniflow/ragflow/pull/18668</li><li>fix(task): queue one PDF task for PaddleOCR, SoMark and TCADP by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20136</li><li>Fix: remove unnecessary files and rank conf in llm_factories.json by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/20681</li><li>fix(webdav): tolerate Last-Modified clock skew in incremental poll by @leilei3167 in https://github.com/infiniflow/ragflow/pull/19967</li><li>Bump Infinity to v0.7.4 by @qinling0210 in https://github.com/infiniflow/ragflow/pull/20664</li><li>fix(api): validate top_k range for Dify retrieval endpoint by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19436</li><li>Bugfix : Restrict provider name by @wangq8 in https://github.com/infiniflow/ragflow/pull/21078</li><li>Fix not restrict ids length when query datasets by @wangq8 in https://github.com/infiniflow/ragflow/pull/21089</li><li>update env by @wangq8 in https://github.com/infiniflow/ragflow/pull/21118</li><li>Update docker compose file by @wangq8 in https://github.com/infiniflow/ragflow/pull/21120</li><li>Fix: The historical message window size for an agent operator must be an integer. by @cike8899 in https://github.com/infiniflow/ragflow/pull/21123</li><li>Fix when parse with ASR model 1, no default model configure, report error; 2. model report error, should report error instead put error message as chunk content by @wangq8 in https://github.com/infiniflow/ragflow/pull/21125</li><li>fix(parser): honor backtick-wrapped custom delimiter in txt parser by @jay77721 in https://github.com/infiniflow/ragflow/pull/21124</li><li>fix(flow): sanitize numpy types in pipeline output before JSON serialization by @jay77721 in https://github.com/infiniflow/ragflow/pull/21121</li><li>Fix: Remove headers and footers, and remove the original table of contents. Keep only PDF and DOCX files; delete all other file types. by @cike8899 in https://github.com/infiniflow/ragflow/pull/21133</li><li>fix(pipeline): load persisted parsing components in Python by @6ba3i in https://github.com/infiniflow/ragflow/pull/21137</li><li>fix(agent): allow incomplete drafts and clarify validation errors by @6ba3i in https://github.com/infiniflow/ragflow/pull/21138</li><li>fix(parser): recognize the plain text PDF method by @6ba3i in https://github.com/infiniflow/ragflow/pull/21139</li><li>fix(agent): hide Run button on ingestion pipeline page by @6ba3i in https://github.com/infiniflow/ragflow/pull/21148</li><li>fix(web): only close rename modal after a successful save by @dcc123456 in https://github.com/infiniflow/ragflow/pull/21151</li><li>Fix: Align the <th> elements within the parsed chunk to the left. by @cike8899 in https://github.com/infiniflow/ragflow/pull/21142</li><li>fix(storage): fail fast instead of storing plaintext when crypto config is broken by @errmakov in https://github.com/infiniflow/ragflow/pull/20382</li><li>fix(mws): handle tool-call history and prevent unbound tool execution by @nikminer in https://github.com/infiniflow/ragflow/pull/20307</li><li>feat(llm): add Radeon Cloud provider support by @6ba3i in https://github.com/infiniflow/ragflow/pull/21154</li><li>fix: not allow case-insensitive duplicate provider name by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/21165</li><li>fix(chunking): apply configured overlap to DOCX text chunks by @jay77721 in https://github.com/infiniflow/ragflow/pull/21152</li><li>Fix rereank model wrong key redirect to login page by @wangq8 in https://github.com/infiniflow/ragflow/pull/21168</li><li>fix(chunking): preserve title hierarchy when splitting oversized chunks by @jay77721 in https://github.com/infiniflow/ragflow/pull/21167</li><li>fix(wiki): recover transient page-writer failures after retry exhaustion by @ccclucky in https://github.com/infiniflow/ragflow/pull/20930</li><li>fix(migration): backfill document.meta_fields into per-tenant metadata stores by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21157</li><li>Fix LLM setting for 3 search config (#20955) by @wangq8 in https://github.com/infiniflow/ragflow/pull/21197</li><li>fix: remove KNN fallback from structure search by @buua436 in https://github.com/infiniflow/ragflow/pull/21195</li><li>fix(chunk): write chunk_order_int on every ingestion path by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21164</li><li>Fix: knowledge base files cannot preview by @wangq8 in https://github.com/infiniflow/ragflow/pull/21200</li><li>fix(qa): keep a comma CSV comma separated when one field holds a TAB by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20925</li><li>test: remove import-time module stubs that leak into later tests by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20926</li><li>test(rag): cover non-adjacent repeated cells in the DOCX table colspan loop by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20927</li><li>fix(parser): preserve escaped text in HTML tables by @imexlovery in https://github.com/infiniflow/ragflow/pull/20027</li><li>fix: cap chunk list page size when filtering by chunk ids by @cike8899 in https://github.com/infiniflow/ragflow/pull/21207</li><li>test(parser): cover JSONL records of 0 and false by @devYRPauli in https://github.com/infiniflow/ragflow/pull/20928</li><li>Fix: On the multi-model comparison page, the "Apply," "Delete," and "Add" buttons should be disabled whenever any of the models is generating output. by @cike8899 in https://github.com/infiniflow/ragflow/pull/21224</li><li>fix(web): bind memory message switch state to the message by @dcc123456 in https://github.com/infiniflow/ragflow/pull/21223</li><li>Fix: Agent - Start Component - When an input variable is set to optional: if a value is entered and then deleted, clicking "Next" triggers a "required field" error. by @cike8899 in https://github.com/infiniflow/ragflow/pull/21225</li><li>Fix agent generated files cannot download by @wangq8 in https://github.com/infiniflow/ragflow/pull/21231</li><li>fix: record all dataset compilation logs by @buua436 in https://github.com/infiniflow/ragflow/pull/21227</li><li>fix(rag): allow agentic answers with retrieved evidence on 0.27.x by @ccclucky in https://github.com/infiniflow/ragflow/pull/20647</li><li>fix(deepdoc): surface empty page-batch results from VisionParser through the task callback by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/18650</li><li>fix(deepdoc): normalize coordinates before crop to prevent crash by @ResidualBlood in https://github.com/infiniflow/ragflow/pull/20282</li><li>fix(agent): allow shared datasets across template blocks by @cike8899 in https://github.com/infiniflow/ragflow/pull/21235</li><li>fix(retrieval): drop the filter-only fallback by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21242</li><li>Fix when VLM model failure, task should fail by @wangq8 in https://github.com/infiniflow/ragflow/pull/21249</li><li>Fix: sort memory messages by combined key by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/21246</li><li>fix(api): do not reuse task chunks the doc store no longer has by @ebarkhordar in https://github.com/infiniflow/ragflow/pull/20191</li><li>fix(web): accept null table_column_* fields in dataset settings form by @surlymochan in https://github.com/infiniflow/ragflow/pull/21110</li><li>Fix deepseek VLM model does not work by @wangq8 in https://github.com/infiniflow/ragflow/pull/21253</li><li>fix(llm): route Bedrock OpenAI GPT-5.x/GPT-6 through Converse and drop temperature/top_p/stop by @kimnamu in https://github.com/infiniflow/ragflow/pull/20161</li><li>fix(api): return 400 for non-numeric searchbots retrieval_test parameters by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19471</li><li>fix: accept legacy positional task executor index by @helloxjade in https://github.com/infiniflow/ragflow/pull/16147</li><li>fix(db): postgres in-place upgrade for model_type and tenant_*_id by @Souravrajvi0 in https://github.com/infiniflow/ragflow/pull/18781</li><li>fix(rag/app): separate parse progress counts by @MarMarLabs in https://github.com/infiniflow/ragflow/pull/19586</li><li>fix(agent): log validation failures and trim compat docstring by @kabishou11 in https://github.com/infiniflow/ragflow/pull/20201</li><li>Fix: show all agent messages by @wangq8 in https://github.com/infiniflow/ragflow/pull/21264</li><li>Fix: disable citation should not show references by @wangq8 in https://github.com/infiniflow/ragflow/pull/21268</li><li>fix(api): fall back to create_time for an unknown orderby on the file list by @MarMarLabs in https://github.com/infiniflow/ragflow/pull/19958</li><li>fix(api): pass the message by keyword in file-commit error replies by @MarMarLabs in https://github.com/infiniflow/ragflow/pull/19685</li><li>fix(retrieval): scope mother chunks by document by @noooooooookro in https://github.com/infiniflow/ragflow/pull/19375</li><li>fix(infinity): normalize *_kwd fields that Infinity returns as lists by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21265</li><li>Fix: check duplicate name when create and update instance by @Lynn-Inf in https://github.com/infiniflow/ragflow/pull/21272</li><li>fix(opensearch): register 3072 and 3584 vector dimensions by @yosimasu in https://github.com/infiniflow/ragflow/pull/21280</li><li>fix(chunking): split multiline records before title detection by @jay77721 in https://github.com/infiniflow/ragflow/pull/21270</li><li>fix(deepdoc): normalize generated positions and rotated OCR page indices by @ResidualBlood in https://github.com/infiniflow/ragflow/pull/21254</li><li>fix(docker): proxy /mcp to the MCP server in nginx by @yosimasu in https://github.com/infiniflow/ragflow/pull/21276</li><li>fix(api): validate chunk available/available_int before int() (#19479) by @Taranum01 in https://github.com/infiniflow/ragflow/pull/19784</li><li>fix(wiki): prevent nested progress from completing dataset tasks by @ccclucky in https://github.com/infiniflow/ragflow/pull/21296</li><li>fix(wiki): generate wiki pages on Infinity instead of silent empty results by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21290</li><li>fix(agent): require explicit edges for DataOperations query refs by @kabishou11 in https://github.com/infiniflow/ragflow/pull/19698</li><li>fix(structure-graph): page dataset merge past ES max_result_window by @errmakov in https://github.com/infiniflow/ragflow/pull/20400</li><li>fix(qa): localize table pages for partial PDF ranges by @ResidualBlood in https://github.com/infiniflow/ragflow/pull/21299</li><li>fix(agent): allow shared dataset metadata lookups by @6ba3i in https://github.com/infiniflow/ragflow/pull/21318</li><li>Fix email parser by @wangq8 in https://github.com/infiniflow/ragflow/pull/21321</li><li>fix(web): unmount form fields when shouldRender is false by @dcc123456 in https://github.com/infiniflow/ragflow/pull/21322</li><li>fix(web): refetch agent log on reset (#17050) by @Taranum01 in https://github.com/infiniflow/ragflow/pull/20266</li><li>fix(llm): unify api_base routing and fix Bedrock auth_mode compatibility by @211250105 in https://github.com/infiniflow/ragflow/pull/15826</li><li>feat(mineru): support official mineru.net API by @huang-aoqin in https://github.com/infiniflow/ragflow/pull/19980</li><li>fix(agent): route Categorize ties to the most specific category name by @Harsh23Kashyap in https://github.com/infiniflow/ragflow/pull/19411</li><li>fix(infinity): split inserts above the 8192-row statement limit by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21338</li><li>fix(chunking): place PDF figures and tables in reading order by @qinling0210 in https://github.com/infiniflow/ragflow/pull/21337</li><li>fix(agent): restore chat output after branch selection by @6ba3i in https://github.com/infiniflow/ragflow/pull/21378</li><li>add release-python workflow by @myf-bee in https://github.com/infiniflow/ragflow/pull/21382</li><li>Docs: Update version references to v0.27.3 in READMEs and docs by @asiroliu in https://github.com/infiniflow/ragflow/pull/21354</li>

  New Contributors

  • @kabishou11 made their first contribution in https://github.com/infiniflow/ragflow/pull/19206
  • @huyua9 made their first contribution in https://github.com/infiniflow/ragflow/pull/18951
  • @aroh3006 made their first contribution in https://github.com/infiniflow/ragflow/pull/19517
  • @wadefelix made their first contribution in https://github.com/infiniflow/ragflow/pull/15998
  • @coderdailyone made their first contribution in https://github.com/infiniflow/ragflow/pull/19543
  • @anonrouterai made their first contribution in https://github.com/infiniflow/ragflow/pull/19561
  • @brucehu made their first contribution in https://github.com/infiniflow/ragflow/pull/18598
  • @Ritiky23 made their first contribution in https://github.com/infiniflow/ragflow/pull/19559
  • @spicyfishPro made their first contribution in https://github.com/infiniflow/ragflow/pull/19483
  • @DennyHo0917 made their first contribution in https://github.com/infiniflow/ragflow/pull/19566
  • @gluedtea made their first contribution in https://github.com/infiniflow/ragflow/pull/19541
  • @lucasoffchain made their first contribution in https://github.com/infiniflow/ragflow/pull/19419
  • @seven7763 made their first contribution in https://github.com/infiniflow/ragflow/pull/19560
  • @ori-frenkel made their first contribution in https://github.com/infiniflow/ragflow/pull/19407
  • @wang393 made their first contribution in https://github.com/infiniflow/ragflow/pull/19521
  • @HUAN2022A made their first contribution in https://github.com/infiniflow/ragflow/pull/17669
  • @ning-jl made their first contribution in https://github.com/infiniflow/ragflow/pull/19498
  • @aiapienthusiast made their first contribution in https://github.com/infiniflow/ragflow/pull/19748
  • @MQ-xz made their first contribution in https://github.com/infiniflow/ragflow/pull/19817
  • @georgeatparallel made their first contribution in https://github.com/infiniflow/ragflow/pull/19518
  • @Anurag-M1 made their first contribution in https://github.com/infiniflow/ragflow/pull/19885
  • @JHWu1117 made their first contribution in https://github.com/infiniflow/ragflow/pull/19970
  • @jamalkamaladdin made their first contribution in https://github.com/infiniflow/ragflow/pull/20131
  • @imexlovery made their first contribution in https://github.com/infiniflow/ragflow/pull/20028
  • @lihongyuan99 made their first contribution in https://github.com/infiniflow/ragflow/pull/20150
  • @senovr made their first contribution in https://github.com/infiniflow/ragflow/pull/20264
  • @yangyachen made their first contribution in https://github.com/infiniflow/ragflow/pull/20031
  • @jclin0311 made their first contribution in https://github.com/infiniflow/ragflow/pull/20224
  • @shoemoney made their first contribution in https://github.com/infiniflow/ragflow/pull/18668
  • @ccclucky made their first contribution in https://github.com/infiniflow/ragflow/pull/20930
  • @ResidualBlood made their first contribution in https://github.com/infiniflow/ragflow/pull/20282
  • @surlymochan made their first contribution in https://github.com/infiniflow/ragflow/pull/21110
  • @noooooooookro made their first contribution in https://github.com/infiniflow/ragflow/pull/19375
  • @yosimasu made their first contribution in https://github.com/infiniflow/ragflow/pull/21280
  • @211250105 made their first contribution in https://github.com/infiniflow/ragflow/pull/15826

  Full Changelog: https://github.com/infiniflow/ragflow/compare/v0.27.2...v0.27.3