Major updates:

• Integrates BCE and BGE reranker models.
• Integrates Jina embedding and reranker models.
• Supports LLM Baichuan and VolcanoArk.
• Supports RAPTOR for better text retrieval.
• Adds a new API for removing documents.
• Supports a new file format: HTML.
• Supports the ARM platform.

What's Changed

• Fix missing docker image version prefix v. by @CamusGao in https://github.com/infiniflow/ragflow/pull/855
• Updated Launch service from source by @writinwaters in https://github.com/infiniflow/ragflow/pull/856
• fix: the site domain name in the Chat Bot API is hardcoded. #776 by @cike8899 in https://github.com/infiniflow/ragflow/pull/859
• Reorganized docs for docusaurus publish by @writinwaters in https://github.com/infiniflow/ragflow/pull/860
• fix: display specific error message when previewing file error #868 by @cike8899 in https://github.com/infiniflow/ragflow/pull/869
• fixed a format issue for docusaurus publication by @writinwaters in https://github.com/infiniflow/ragflow/pull/871
• Fixed a format issue by @writinwaters in https://github.com/infiniflow/ragflow/pull/872
• Add api/list_kb_docs function and modify api/list_chunks by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/874
• fixed: The choices may be empty. by @dashi6174 in https://github.com/infiniflow/ragflow/pull/876
• fix import error by @yonghuili1 in https://github.com/infiniflow/ragflow/pull/877
• Add api.md:/api/list_kb_docs/ description by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/881
• Implements RAPTOR for better chunking #882 by @cike8899 in https://github.com/infiniflow/ragflow/pull/883
• feat: remove the space before promptText by @cike8899 in https://github.com/infiniflow/ragflow/pull/886
• Add /api/document/rm function by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/887
• Add support for VolcEngine - the current version supports SDK2 by @yungongzi in https://github.com/infiniflow/ragflow/pull/885
• feat: RAPTOR is not displayed when the parsing method is picture. by @cike8899 in https://github.com/infiniflow/ragflow/pull/897
• fixbug for computing 'not concating feature' by @xinzhuang in https://github.com/infiniflow/ragflow/pull/896
• add raptor by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/899
• Update api_md document/rm by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/894
• feat: fixed issue with threshold translation #882 and add NodeContextMenu by @cike8899 in https://github.com/infiniflow/ragflow/pull/906
• Fix some syntax errors, re not import by @dashi6174 in https://github.com/infiniflow/ragflow/pull/904
• Update README by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/901
• Bug fix for volcengine by @yungongzi in https://github.com/infiniflow/ragflow/pull/909
• The fasttext library is missing, and it is used in the operators.py file. by @dashi6174 in https://github.com/infiniflow/ragflow/pull/925
• syntax error by @dashi6174 in https://github.com/infiniflow/ragflow/pull/924
• feat: build react flow nodes and edges from mock data #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/919
• fix raptor bugs by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/928
• Expanded list of locally deployed embedding models by @writinwaters in https://github.com/infiniflow/ragflow/pull/930
• Remove duplicated FROM. by @CamusGao in https://github.com/infiniflow/ragflow/pull/935
• Updated RESTful API Reference by @writinwaters in https://github.com/infiniflow/ragflow/pull/908
• Update docnm_kwd to doc_name by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/939
• Add Dockerfile and requirements.txt for arm by @aopstudio in https://github.com/infiniflow/ragflow/pull/936
• feat: test buildNodesAndEdgesFromDSLComponents by @cike8899 in https://github.com/infiniflow/ragflow/pull/940
• minor editorial updates for clarity by @writinwaters in https://github.com/infiniflow/ragflow/pull/941
• Added support for Baichuan LLM by @yungongzi in https://github.com/infiniflow/ragflow/pull/934
• fix #917 #915 by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/946
• Add umap-learn, fasttext and volcengine in requirements_arm.txt by @aopstudio in https://github.com/infiniflow/ragflow/pull/945
• fix: fixed the issue of 404 error in the user settings page of the demo site by @cike8899 in https://github.com/infiniflow/ragflow/pull/948
• Fixed a docusaurus display issue by @writinwaters in https://github.com/infiniflow/ragflow/pull/954
• Update README by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/956
• Expanded the supported LLM list by @writinwaters in https://github.com/infiniflow/ragflow/pull/960
• feat: add FlowHeader and delete edge by @cike8899 in https://github.com/infiniflow/ragflow/pull/959
• limit the system context length of conversation messages. by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/962
• feat: add rerank models to the project #724 #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/966
• feat: add jina by @cike8899 in https://github.com/infiniflow/ragflow/pull/967
• add rerank model by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/969
• fix: if the conversation name is too long, it will overflow the current item. #607 by @cike8899 in https://github.com/infiniflow/ragflow/pull/972
• fix jina adding issure and term weight refinement by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/974
• Update README.md by @writinwaters in https://github.com/infiniflow/ragflow/pull/976
• Update README.md by @writinwaters in https://github.com/infiniflow/ragflow/pull/978
• Fix:After being idle for a while, new tasks need to be cancel and redo by @cklogic in https://github.com/infiniflow/ragflow/pull/958
• Add support for HTML file by @aopstudio in https://github.com/infiniflow/ragflow/pull/973
• fix create dialog bug by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/982
• fix: fixed the issue of error reporting when saving chat configuration #965 by @cike8899 in https://github.com/infiniflow/ragflow/pull/984
• set ollama keep_alive by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/985
• fix bug in pdf parser by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/986
• fix bge rerank normalize issue by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/988
• fix tk_count undefine issue by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/996
• Update README by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/998

New Contributors

• @CamusGao made their first contribution in https://github.com/infiniflow/ragflow/pull/855
• @yungongzi made their first contribution in https://github.com/infiniflow/ragflow/pull/885
• @xinzhuang made their first contribution in https://github.com/infiniflow/ragflow/pull/896
• @aopstudio made their first contribution in https://github.com/infiniflow/ragflow/pull/936

Full Changelog: https://github.com/infiniflow/ragflow/compare/v0.6.0...v0.7.0