infiniflow/ragflow v0.15.0 on GitHub

Released on December 18, 2024. Cheers!

New features

Introduces additional Agent-specific APIs.
Supports using page rank score to improve retrieval performance when searching across multiple knowledge bases.
Offers an iframe in Chat and Agent to facilitate the integration of RAGFlow into your webpage.
Adds a Helm chart for deploying RAGFlow on Kubernetes.
Supports importing or exporting an agent in JSON format.
Supports step run for Agent components/tools.
Adds a new UI language: Japanese.
Supports resuming GraphRAG and RAPTOR from a failure, enhancing task management resilience.
Adds more Mistral models.
Adds a dark mode to the UI, allowing users to toggle between light and dark themes.

Improvements

Upgrades the Document Layout Analysis model in Deepdoc.
Significantly enhances the retrieval performance when using Infinity as document engine.

What's Changed

Fix the issue where the agent interface cannot call the context by @kunkeji in #3725
Fix image_id absence issue by @KevinHuSh in #3735
Fix GPU docker compose file by @JinHai-CN in #3736
Fix raptor issue by @KevinHuSh in #3737
Refactor dockerfile by @KevinHuSh in #3741
Change Traditional Chinese to Simplified Chinese by @kunkeji in #3742
Update document by @JinHai-CN in #3746
Pass top_p to ollama by @yuzhichang in #3744
Added release notes v0.11.0 by @writinwaters in #3745
Feat: Add DatasetTable #3221 by @cike8899 in #3743
Feat: Support for formulas #1954 by @cike8899 in #3747
Weight up title and keywords for chunks in terms of retrieval by @KevinHuSh in #3750
Fixed increase_usage for builtin models by @yuzhichang in #3748
Image compression by @kunkeji in #3749
Feat: Translate comments of file-util.ts to English #3749 by @cike8899 in #3757
Optimize the knowledge base card UI by @kunkeji in #3756
Feat: Add tooltip to delimiter filed #1909 by @cike8899 in #3758
Fix chunk creation using Infinity by @JinHai-CN in #3763
Update progress info and start welcome info by @JinHai-CN in #3768
Update QR code of wechat by @JinHai-CN in #3776
Update README by @JinHai-CN in #3777
Update file parsing progress info by @JinHai-CN in #3780
Refactor parse progress by @JinHai-CN in #3781
add jina new models in jina connector by @devMls in #3770
Removed obsolete instructions by @writinwaters in #3785
Fix out of boundary. by @KevinHuSh in #3786
Fix the bug that prevented modifying dataset_ids by @Feiue in #3784
Fix service_conf for oc9 docker compose file. by @KevinHuSh in #3790
Detect invalid response from api.siliconflow.cn by @yuzhichang in #3792
Update document: how upload file large than 128MB by @JinHai-CN in #3791
Feat: Quit from jointed team #3759 by @cike8899 in #3797
More dataset test cases by @JinHai-CN in #3802
Set Log level by env by @yuzhichang in #3798
Improved ollama doc by @yuzhichang in #3787
[DOC] We have no plan to maintain Docker images for ARM. Please build your … by @writinwaters in #3808
Feat: Supports page rank score for different knowledge bases. #3794 by @cike8899 in #3800
Fix the bug that the agent could not find the context by @Feiue in #3795
Feat: Add TestingForm #3221 by @cike8899 in #3810
Fix voyage embedding. by @KevinHuSh in #3818
Web API test cases by @JinHai-CN in #3812
Fix: page_chars attribute does not exist in some formats of PDF by @cyhasuka in #3796
Feat: Store the pagerank field at the outermost #3794 by @cike8899 in #3822
Fix @ in model name issue. by @KevinHuSh in #3821
Add pagerank to KB. by @KevinHuSh in #3809
Add Helm chart deployment method by @sd109 in #3815
Fix the agent reference bug and the session prologue by @Feiue in #3823
Add more mistral models. by @KevinHuSh in #3826
Refactor embedding batch_size by @yuzhichang in #3825
Feat: Modify the style of the home page in bright mode #3221 by @cike8899 in #3832
Fix parsing JSON file error by @JinHai-CN in #3829
Add api for list agents and agent seesions by @Feiue in #3835
Change default error message to English by @JinHai-CN in #3838
Update QRcode by @JinHai-CN in #3844
Email sending tool by @kunkeji in #3837
Web: Fixed the download and preview file not authorized. by @baifachuan in #3652
Fix preview issue in file manager. by @KevinHuSh in #3846
Update docs. by @KevinHuSh in #3849
Feat: Fixed the problem of not finding EmailForm #3837 by @cike8899 in #3847
Fix: Delete unused code #3651 by @cike8899 in #3852
Fix: Hide the download button if it is an empty file #3762 by @cike8899 in #3853
Add sdk for list agents and sessions by @Feiue in #3848
Refine synonym query. by @KevinHuSh in #3855
Feat: Bind the route to the navigation bar in the head #3221 by @cike8899 in #3863
Fix open AI compatible rerank issue. by @KevinHuSh in #3866
Fix chunk position issue. by @KevinHuSh in #3867
Fix: The right coordinates of Categorize and Switch operators are misplaced #3868 by @cike8899 in #3869
Fix HuggingFace model error. by @KevinHuSh in #3870
Feat: Add question parameter to edit chunk modal #3873 by @cike8899 in #3874
Feat: Adjust the input box width of EditTag to 100% #3873 by @cike8899 in #3876
Feat: Add question parameter to edit chunk modal by @KevinHuSh in #3875
Fix chunk available issue by @KevinHuSh in #3877
Feat: Add tooltip to question item of ChunkCreatingModal #3873 by @cike8899 in #3878
Revert "Feat: Add tooltip to question item of ChunkCreatingModal #3873" by @KevinHuSh in #3879
Feat: Add tooltip to question item of ChunkCreatingModal #3873 by @cike8899 in #3880
Add a dependency blincker. by @KevinHuSh in #3882
Fix typos by @JinHai-CN in #3887
Feat: Import & export the agents. #3851 by @cike8899 in #3894
release with CI by @yuzhichang in #3891
Fix: An error occurred when deleting a new conversation #3898 by @cike8899 in #3900
Remove token check while adding model. by @KevinHuSh in #3903
Fix: Fixed the issue that the agent list page failed to load #3827 by @cike8899 in #3902
Remove vector stored in component output. by @KevinHuSh in #3908
Introduced NEED_MIRROR by @yuzhichang in #3907
Refactor UI text by @JinHai-CN in #3911
Update oc9 docker compose file by @JinHai-CN in #3913
Fix errors detected by Ruff by @yuzhichang in #3918
Added static check at PR CI by @yuzhichang in #3921
Add Japanese support by @cidrugHug8 in #3906
Add support to iframe chatbot by @KevinHuSh in #3929
Obsoleted dev and dev-slim by @yuzhichang in #3930
Fix field missing issue. by @KevinHuSh in #3931
Fixed tmp in Dockerfile by @yuzhichang in #3933
Fix transformers dependencies for slim. by @KevinHuSh in #3934
Fix error message for image access. by @KevinHuSh in #3936
Fix session API issues. by @KevinHuSh in #3939
api http return error by @isthaison in #3941
organize chunks by document in the prompt by @devMls in #3925
Fixed log not displaying by @yuzhichang in #3946
Miscellaneous updates by @writinwaters in #3942
Allows quick entry of entities separated by commas by @isthaison in #3914
Fix syn error. by @KevinHuSh in #3953
Case insensitive when set doc engine by @JinHai-CN in #3954
Theme switch support by @isthaison in #3568
Fixed README by @yuzhichang in #3956
Rename page_num_list, top_list, position_list by @yuzhichang in #3940
Feat: Modify the data structure of the chunk in the conversation #3909 by @cike8899 in #3955
Feat: Exclude reference from the data returned by the conversation/get interface #3909 by @cike8899 in #3962
Support iframe chatbot. by @KevinHuSh in #3961
Fixed retrieval TypeError: unhashable type: 'list' by @yuzhichang in #3966
Add back beartype by @yuzhichang in #3967
Fix: Answers with links to information not parsing #3839 by @cike8899 in #3968
Added release notes by @writinwaters in #3969
Disable SQL DB binlog in Helm chart by @sd109 in #3976
update typo vietnamese by @isthaison in #3973
Fix exec sql exception issue. by @KevinHuSh in #3982
Update api documents by @Feiue in #3979
Fix: Fixed the issue where two consecutive indexes were displayed incorrectly #3839 by @cike8899 in #3988
Update comment by @JinHai-CN in #3981
Support debug components. by @KevinHuSh in #3994
UI updates + RAGFlow image description by @writinwaters in #3995
Updated RAGFlow edition descriptions by @writinwaters in #4001
Try to reuse existing chunks by @yuzhichang in #3983
Replaced md5 with xxhash64 for chunk id by @yuzhichang in #4009
Fix: Completion AttributeError: 'list' object has no attribute 'get' by @lizheng419 in #3999
Add mssql support by @isthaison in #3985
Updated UI by @writinwaters in #4011
Fix json file parse by @JinHai-CN in #4004
Component debugging funcionality. by @KevinHuSh in #4012
Fix bug in hierarchical_merge function by @unsw-luopan in #4006
Fix bugs in agent api and update api document by @Feiue in #3996
Migrate infinity at startup by @yuzhichang in #3858
Feat: Supports to debug single component in Agent. #3993 by @cike8899 in #4007
Feat: Reparse a file shall reuse existing chunks if possible #3793 by @cike8899 in #4021
Set task progress on exception by @yuzhichang in #4025
Fix xinfo_groups returns unexpected result by @yuzhichang in #4026
Fix connection error for adding visual llm. by @KevinHuSh in #4028
Updated RAGFlow Agent UI by @writinwaters in #4029
Update launch_ragflow_from_source.md by @isthaison in #4005
Fixed a display issue by @writinwaters in #4030
Updated configurations by @writinwaters in #4032
extraction sqlquery by @isthaison in #4027
Remove Redundant None Check for vector_similarity_weight by @learnerLj in #4037
Fix chunk number error after re-parsing. by @KevinHuSh in #4043
Fix: Every time you switch the page number of a chunk, the PDF document will be reloaded. #4046 by @cike8899 in #4047
Cache the result from llm for graphrag and raptor by @KevinHuSh in #4051
Fix: Hide the upload button in the external chat box #2242 by @cike8899 in #4048
Feat: Set the color of the canvas's control button #3851 by @cike8899 in #4053
Upgrades Document Layout Analysis model. by @KevinHuSh in #4054
Compatible with former API keys. by @KevinHuSh in #4055
Feat: Modify the text of the embedded website button #3909 by @cike8899 in #4057
Feat: Modify the link address of the agent id #3909 by @cike8899 in #4062
Fix raptor resuable issue. by @KevinHuSh in #4063
Added pagerank support to infinity by @yuzhichang in #4059
Fix rerank_model bug in chat and markdown bug by @Feiue in #4061
Fix position lost issue. by @KevinHuSh in #4068
Feat: Bind event to the theme Switch #3221 by @cike8899 in #4067
Elasticsearch disk-based shard allocator use absolute byte values instead of ratio by @yuzhichang in #4069
show avatar dialog instead of default by @isthaison in #4033
Add Architecture-Specific Logic for msodbcsql in Dockerfile #4036 by @midilandlu in #4049
Feat: Add AdvancedSettingForm #3221 by @cike8899 in #4071
Fix: The cursor is lost after entering a character in the operator form #4072 by @cike8899 in #4073
update chinese model warning message by @benquike in #4075
Fix: Fixed the issue with external chat box reporting errors #3909 by @cike8899 in #4079
Fix conversation bug in agent session by @Feiue in #4078
Fix arm doc by @yuzhichang in #4080
Fix abnormal user invitaion message. by @KevinHuSh in #4081
Refactor trie load and construct by @JinHai-CN in #4083
Fix: Fixed the issue where the required information in the input box was incorrect when inviting users #2834 by @cike8899 in #4086
Add huqie trie to docker image. by @KevinHuSh in #4084
Update team invite message by @JinHai-CN in #4085
Bump infinity to 0.5.0 by @yuzhichang in #4088
Fix raptor by @yuzhichang in #4089
Feat: Add MultiSelect #3221 by @cike8899 in #4090
Prepare docs for v0.15.0 release by @KevinHuSh in #4077
Added release notes for v0.15.0 by @writinwaters in #4056
Add latest updates. by @KevinHuSh in #4093
Feat: Translate the previous run into parsing #4094 by @cike8899 in #4095

New Contributors

@kunkeji made their first contribution in #3725
@devMls made their first contribution in #3770
@sd109 made their first contribution in #3815
@cidrugHug8 made their first contribution in #3906
@lizheng419 made their first contribution in #3999
@unsw-luopan made their first contribution in #4006
@learnerLj made their first contribution in #4037
@midilandlu made their first contribution in #4049

Full Changelog: v0.14.1...v0.15.0