infiniflow/ragflow v0.25.2 on GitHub

Summary

Improvements

API refactoring and unification: Continues the transition of web APIs to RESTful conventions, ensuring backward compatibility for all legacy endpoints.

Data source

Introduces a lightweight snapshot mechanism for synchronizing deleted files across eight data sources—including Moodle, DingTalk AI Table, and RSS—ensuring a faithful reflection of all remote data sources. #14362 #14499

Bug fixes

Metadata visibility issues during v0.24.0 to v0.25.0 upgrades.
Duplicate chat output.
Metadata filtering was handled in-memory instead of leveraging Elasticsearch, incurring performance bottlenecks. #14576

What's Changed

feat: add FuturMix as model provider by @FuturMix in #14419
perf: avoid O(n²) array growth in embedding accumulation by @Zzappy24 in #14369
Fix: optimize file batch delete by @buua436 in #14473
Fix: add document delete permission check by @buua436 in #14472
Chore(deps): Bump go.opentelemetry.io/otel from 1.39.0 to 1.41.0 by @dependabot[bot] in #14516
Fix: Manual/Naive outline tuple unpack crash by @6ba3i in #14518
Doc: Updated v0.25.1 release notes by @writinwaters in #14519
feat(seafile): support deleted-file sync via slim snapshot by @spider-yamet in #14499
Feat: add button for remove header & footer in pipeline by @Magicbook1108 in #14486
Feat: add skills space to context engine by @yingfeng in #13908
fix: the oceanbase database connector constructs sql... in ob_conn.py by @orbisai0security in #14470
feat(asana): support deleted-file sync by @bitloi in #14468
feat(zendesk): support deleted-file sync by @bitloi in #14487
Fix version info by @JinHai-CN in #14529
Not allow to sort by id by @wangq8 in #14526
Simplify chat and support multimodal chat by @qinling0210 in #14523
Fix: LaTeX formulas cannot be displayed on the chat page. by @cike8899 in #14531
Go: implement provider: Vllm by @Haruko386 in #14532
Fix #14443 by @wangq8 in #14536
feat(webdav): support deleted-file sync via slim snapshot by @spider-yamet in #14491
feat(rss): support deleted-file sync by @bitloi in #14493
Fix: remove delete_documents uuid validation by @buua436 in #14533
Fix: sync data source empty list by @Magicbook1108 in #14530
Support stream for multimodal chat by @qinling0210 in #14537
Doc: Minor editorial updates by @writinwaters in #14543
Doc: RAGFlow now supports DeepSeek v4 by @writinwaters in #14544
Feat/configurable metadata display by @Attili-sys in #13464
Go: CLI chat with text, image, video by @JinHai-CN in #14573
Go: move logger to common module by @JinHai-CN in #14545
Chore(deps-dev): Bump pillow from 12.1.1 to 12.2.0 by @dependabot[bot] in #14578
Use GetChatModel, remove duplicate functions in model_service.go by @qinling0210 in #14546
Update README by @yingfeng in #14547
Go: implement provider: Ollama by @Haruko386 in #14580
Go: implement provider: xAI by @jack-stormentswe in #14550
Fix: retry RocksDB metadata contention on concurrent CREATE/DROP by @Zzappy24 in #14563
Fix MinerU output fallback and NameError regression by @6ba3i in #14538
feat(dingtalk-ai-table): support deleted-file sync via slim snapshot by @spider-yamet in #14525
Feat: add IMAP deleted document sync by @buua436 in #14539
Memory API: enforce tenant permissions on memory and message endpoints by @jony376 in #14535
Fix: add legacy agent completion API compatibility by @buua436 in #14582
fix(#14389): normalize list metadata values for in filters by @Shiyao-Huang in #14410
Fix AttributeError when appending non-streaming tool calls to chat history in Agentic Agent by @euvre in #14456
fix(connector_service): add TIMEZONE setting and correct interval log… by @alfaadriel in #14446
fix: authorize beta document downloads by tenant by @sebastiondev in #14496
Fix OpenDataLoader naive parsing by normalizing @OpenDataLoader and filtering unsupported parser kwargs by @6ba3i in #14581
feat(graphrag): fix merge concurrency and add resume-from-checkpoint by @prpercival in #14238
Fix: add file convert backward compatibility by @buua436 in #14583
Refactor: completion -> completions by @wangq8 in #14584
Fix: bootstrap agent replica on demand by @buua436 in #14588
fix: normalize double-escaped LaTeX backslashes and HTML entities by @vivek41-glitch in #14564
Go: implement provider: lm-studio by @Haruko386 in #14586
Bug fix: Support question and custom_header by @wangq8 in #14594
Fix agent permission issue by @wangq8 in #14597
Fix: support non-stream runtime agent completion by @buua436 in #14596
Fix: add base64 to doc generator output by @buua436 in #14599
Revert "Fix agent permission issue" by @wangq8 in #14602
Fix secret key inconsistency cross the RAGFlow servers by @JinHai-CN in #14591
refactor: use warp to improve canvas access check logic by @Woody-Hu in #14587
Bump to infinity v0.7.0-dev6 by @qinling0210 in #14606
feat(llm): add MiniMax GroupId header support by @yuzhichang in #14610
Go: implement provider: OpenAI by @pandadev66 in #14605
Feat: enable sync deleted files for RDBMS & fix remove last file issue by @Magicbook1108 in #14615
Go: implement provider: Nvidia by @Haruko386 in #14623
Allow more task logs for #14617 by @wangq8 in #14624
Fix team member cannot edit agent by @wangq8 in #14612
Fix: preserve doc generator download metadata in message by @buua436 in #14626
Fix: support tool call config by @buua436 in #14616
fix: prepend bucket prefix in Azure Blob (SAS/SPN) to prevent cross-dataset file overwrites by @octo-patch in #14174
Go: fix auth issue in hybrid mode by @JinHai-CN in #14611
feat(moodle): support deleted-file sync by @jack-stormentswe in #14548
Go: implement Rerank in ZhipuAI driver by @pandadev66 in #14608
fix: prepend bucket prefix to Azure SPN and SAS storage paths by @voidborne-d in #14185
Feat: support local provider for code exec component & remove some outdated models by @Magicbook1108 in #14637
Fix: Change route name by @dcc123456 in #14639
Perf: push metadata filters down to Elasticsearch by @sxxtony in #14576
feat: update Turkish localization strings by @bakiburakogun in #14650
fix(go): wire CheckConnection to ListModels in ollama, lm-studio, and vllm by @pandadev66 in #14614
Go: implement Balance in SiliconFlow driver by @pandadev66 in #14643
Go: implement provider: OpenRouter by @Haruko386 in #14652
Go: implement Balance in DeepSeek driver by @pandadev66 in #14632
fix(go): implement ListModels and CheckConnection in NVIDIA driver by @pandadev66 in #14636
fix: add bucket prefix to Azure Blob SPN and SAS storage operations by @D2758695161 in #14347
Go: implement Rerank in Gitee AI driver by @pandadev66 in #14656
Fix: display error by @Lynn-Inf in #14654
Refa: migrate document preview/download to RESTful API by @buua436 in #14633
Fix: missing authorization checks in /files/link-to-datasets by @jony376 in #14649
Fix cli login by @JinHai-CN in #14658
Go: implement remaining interface for OpenRouter by @Haruko386 in #14657
Go: implement Encode (embeddings) in Aliyun driver by @pandadev66 in #14647
Fix: enforce tenant authorization on document download endpoint (#14618) by @web-dev0521 in #14625
Fix: collapsible thinking display and separate deep research retrieval tag by @wanghualoong in #14613
Fix: add compatibility route for document download under /v1 by @buua436 in #14663
Fix: path-aware reset in canvas.run() to preserve cross-run outputs by @wanghualoong in #14600
Fix: type of tenant_rerank_id by @Lynn-Inf in #14667
Go CLI: fix register user by @JinHai-CN in #14665
Fix(Go): prevent global state pollution in local model connection check by @Haruko386 in #14669
Go: fix CLI logout command by @JinHai-CN in #14672
Fix: handle null document_metadata in kb_prompt to prevent citation crash (#14651) by @web-dev0521 in #14666
Do not bypass threshold for rerank when metadata filter is enabled by @qinling0210 in #14684
Fix: move file check by @Lynn-Inf in #14681
fix: enforce tenant-scoped authorization for chatbot SDK endpoints by @dale053 in #14592
Refactor : Allow search multiple datasets by @wangq8 in #14685
Fix: Route error in dataset files page by @dcc123456 in #14691
Fix UI search multiple datasets by @wangq8 in #14689
Go: implement Rerank in Aliyun driver by @Joseff531 in #14676
Fix go cli: search on datasets by @JinHai-CN in #14692
Go: Admin list ingestion tasks by @JinHai-CN in #14695
Docs: Added a guide on configuring SSL certificates by @writinwaters in #14696
fix(sync): scope document IDs per connector to prevent cross-KB collisions by @octo-patch in #14378
Fix: IMAGE2TEXT→CHAT fallback with model_type normalization in tenant_model_service by @vincentlambert in #14704
Fix: validate kb_ids as UUIDs before SQL interpolation in use_sql by @xingxing21 in #14087
Fix: Bedrock api_key overridden by existing-key fallback in add_llm by @vincentlambert in #14707
fix: handle missing 'total' key causing KeyError in deep research retrieval by @vincentlambert in #13942
Update README by @yingfeng in #14723
Bugfix: keep document api backward compatible by @wangq8 in #14726
fix(llm): replace mutable default gen_conf={} with None + defensive copy by @Ricardo-M-L in #14566
Fix: private dataset authorization bypass in shared dataset access checks by @jony376 in #14645
Go: implement provider: HuggingFace by @Haruko386 in #14722
Fix: tag parser id by @buua436 in #14724
Fix: filter api in dataset document by @Magicbook1108 in #14728
Docs: Added v0.25.2 release notes by @writinwaters in #14727
Fix IDOR: Add permission checks to file ancestry endpoints by @zpf121 in #14725
Fix: Some bugs by @dcc123456 in #14734
Fix: handle id as keyword by @Lynn-Inf in #14729
Go CLI: embed and rerank by @JinHai-CN in #14735
Fix: Add legacy system healthz route by @buua436 in #14738
Fix: restore embedding model switching for datasets with existing chunks by @euvre in #14732
Docs: Updated release date by @writinwaters in #14740
Docs: Update version references to v0.25.2 in READMEs and docs by @asiroliu in #14731

New Contributors

@FuturMix made their first contribution in #14419
@Zzappy24 made their first contribution in #14369
@orbisai0security made their first contribution in #14470
@jack-stormentswe made their first contribution in #14550
@jony376 made their first contribution in #14535
@Shiyao-Huang made their first contribution in #14410
@alfaadriel made their first contribution in #14446
@sebastiondev made their first contribution in #14496
@prpercival made their first contribution in #14238
@vivek41-glitch made their first contribution in #14564
@pandadev66 made their first contribution in #14605
@voidborne-d made their first contribution in #14185
@sxxtony made their first contribution in #14576
@D2758695161 made their first contribution in #14347
@web-dev0521 made their first contribution in #14625
@wanghualoong made their first contribution in #14613
@dale053 made their first contribution in #14592
@Joseff531 made their first contribution in #14676
@vincentlambert made their first contribution in #14704

Full Changelog: v0.25.1...v0.25.2