Release Summary

1. Support GraphRAG
2. Add more Agent operators: keyword extraction, Baidu/duckduckgo/pubmed/wikipedia/bing/google search operators.
3. Add support for audio files (speech-to-text recognition).
4. Add support for Gemini, Groq and other LLMs.
5. Support for reranker provided by xinference.
6. Add support for LM studio/OpenRouter/LocalAI/Nvidia api and other inference frameworks/engines/services.

What's Changed

• feat: translate the to field #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1435
• feat: translate graph and chat text by @netyum in https://github.com/infiniflow/ragflow/pull/1433
• Update README by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/1438
• feat: translate name of operator #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1437
• feat: display the debugging results of each operator in a pop-up window #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1445
• fix no resualt bugs by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1448
• fix no resualt bugs by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1449
• API doc: Correct Base URL and Dataset URL. by @cyhasuka in https://github.com/infiniflow/ragflow/pull/1444
• fix pdf_parser content confusion by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1458
• fix pdf_paser char content confusion by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1462
• add support for Gemini by @hangters in https://github.com/infiniflow/ragflow/pull/1465
• fix: Delete hardcode by @cyhasuka in https://github.com/infiniflow/ragflow/pull/1464
• fix: monitor changes in the data.form field of the categorize and relevant operators and then synchronize them to the edge #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1469
• API: start parsing by @cecilia-uu in https://github.com/infiniflow/ragflow/pull/1377
• feat: validate the name field of the categorize operator for duplicate names and nulls #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1471
• feat: support xinference rerank model by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/1466
• added SVG for Groq model model providers by @paresh2806 in https://github.com/infiniflow/ragflow/pull/1470
• feat: add KeywordExtractForm and BaiduForm and DuckDuckGoForm #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1477
• fix bugs of rerank model with xinference by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1481
• fix bug about divided by zero by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1482
• add Gemini key by @hangters in https://github.com/infiniflow/ragflow/pull/1480
• feat: modify DuckDuckGo's style #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1485
• feat: translate text from DuckDuckGo #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1486
• fix: add message_history_window_size to GenerateForm #1472 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1487
• Fix baidusearch and duckduckgosearch by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1488
• fix ollama max token issue by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1489
• feat: add llm Select to KeywordExtractForm #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1492
• refine db connection by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1494
• refine db connection by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1495
• refactor name of duckduckgo by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1496
• fix duckduckgo.py by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1497
• fix: fixed the issue where the greeting message could not be displayed when opening the debug window #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1499
• fix: fixed the issue where parameters of DuckDuckGo could not be saved to the backend after being dragged to the canvas #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1503
• Fix: Implement DOMPurify to sanitize HTML content before rendering by @dservian in https://github.com/infiniflow/ragflow/pull/1498
• feat: remove dagre and elkjs #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1506
• fix: fixed the issue that the llm field in the KeywordExtract form had no default value by @cike8899 in https://github.com/infiniflow/ragflow/pull/1510
• fix: Add Model Providers:Azure-OpenAI error #1402 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1512
• Add component Wikipedia by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1513
• API: show status of parsing by @cecilia-uu in https://github.com/infiniflow/ragflow/pull/1504
• Set wikipedia lang by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1515
• feat: add Wikipedia operator #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1516
• Added supported LLMs by @writinwaters in https://github.com/infiniflow/ragflow/pull/1517
• fix: fixed the issue of error when opening the canvas #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1520
• fix wikipedia language by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1519
• fix bugs about multi input for generate by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1525
• fix minimax bug by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1528
• fix: Hundreds of chunks list can't choose page #1238 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1532
• fix the tokens error that occurred when adding the xinference model by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/1527
• 'load llm infomation from a json file and add support for OpenRouter' by @hangters in https://github.com/infiniflow/ragflow/pull/1533
• fix: Bulk disable the chunk, the UI still shows they are enabled #1236 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1534
• hide referece when disable cite by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1535
• remove dependency by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1536
• fix minimax init error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1537
• feat: replace open-router.svg #1467 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1538
• API Documentation by @cecilia-uu in https://github.com/infiniflow/ragflow/pull/1526
• Update requirements.txt with pybind11 2.13.1 by @voulkon in https://github.com/infiniflow/ragflow/pull/1548
• Update the Dockerfile.cuda by @cnjack in https://github.com/infiniflow/ragflow/pull/1545
• fix: add group id field to ApiKeyModal #1353 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1540
• fix emmpty input in graph by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1560
• refine generate by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1562
• Update deploy_local_llm.md by @cnjack in https://github.com/infiniflow/ragflow/pull/1557
• Add templates/websearch assistant by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1559
• Fix web search and template max tokens by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1564
• fix: remove duplicate MessageItem #1289 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1566
• fix MiniMax api error by @hangters in https://github.com/infiniflow/ragflow/pull/1567
• fix requirements.txt by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1570
• API: Stop parsing by @cecilia-uu in https://github.com/infiniflow/ragflow/pull/1556
• fix: new message appears in wrong chat window. #1289 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1571
• feat: change all file names to lowercase #1574 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1575
• [Bug]: IndentationError: unindent does not match any outer indentatio… by @narendra-bluebash in https://github.com/infiniflow/ragflow/pull/1579
• Updated deploy a local llm using IPEX-LLM by @writinwaters in https://github.com/infiniflow/ragflow/pull/1578
• Fix component debug by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1583
• fix: display total items on chunk list page #900 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1584
• fix: Minimax API is error! #1353 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1585
• Add component pubmed by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1586
• Add component arxiv by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1587
• fix generate error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1590
• add docker-compose-gpu.yml to support gpu by @Seaver-Zhu in https://github.com/infiniflow/ragflow/pull/1591
• feat: add PubMed operator #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1589
• fix: after logging out and entering the knowledge base page again, the data before still exists #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1597
• fix embeding model for Azure by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1601
• fix function create to slove chunk number wrong by @Seaver-Zhu in https://github.com/infiniflow/ragflow/pull/1604
• Fix component exception by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1603
• add support for LocalAI by @hangters in https://github.com/infiniflow/ragflow/pull/1608
• fix: use @tanstack/react-query to get knowledge base data #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1609
• fix delete selected chunks display wrong by @Seaver-Zhu in https://github.com/infiniflow/ragflow/pull/1612
• add support for StepFun by @hangters in https://github.com/infiniflow/ragflow/pull/1611
• Chat Use CVmodel by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1607
• feat: support AWS Bedrock #308 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1617
• update quickstart and llm_api_key_setup document by @hangters in https://github.com/infiniflow/ragflow/pull/1615
• modify the encryption to first perform base64 encoding and then encrypt by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/1621
• add docker-compose-gpu-CN.yml and docker-compose-gpu-CN-oc9.yml to support gpu by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/1618
• fix: the content in the chunk card will overflow #1628 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1629
• Add sequence2txt model.py by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1633
• fix: reference file with 'docx' type can not open #844 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1635
• Add information form by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/1636
• Add ParsertType Audio by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1637
• fix: fetch file list by react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1640
• fix bug of ragflowdocxpparser by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1642
• add support for NVIDIA llm by @hangters in https://github.com/infiniflow/ragflow/pull/1645
• refine readme, update updates by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1648
• fix redis no such key by @Seaver-Zhu in https://github.com/infiniflow/ragflow/pull/1647
• add password reset function by extending the Flask command by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/1632
• fix: remove unused libraries #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1649
• fix: fetch the file list after uploading the file by @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1654
• Feat stepfun by @bdss58 in https://github.com/infiniflow/ragflow/pull/1659
• build(deps): bump pymysql from 1.1.0 to 1.1.1 by @dependabot in https://github.com/infiniflow/ragflow/pull/1664
• build(deps): bump tqdm from 4.66.2 to 4.66.3 by @dependabot in https://github.com/infiniflow/ragflow/pull/1681
• build(deps): bump certifi from 2024.2.2 to 2024.7.4 by @dependabot in https://github.com/infiniflow/ragflow/pull/1680
• build(deps): bump pillow from 10.2.0 to 10.3.0 by @dependabot in https://github.com/infiniflow/ragflow/pull/1677
• build(deps): bump idna from 3.6 to 3.7 by @dependabot in https://github.com/infiniflow/ragflow/pull/1676
• build(deps): bump flask-cors from 4.0.0 to 4.0.1 by @dependabot in https://github.com/infiniflow/ragflow/pull/1675
• build(deps): bump jinja2 from 3.1.3 to 3.1.4 by @dependabot in https://github.com/infiniflow/ragflow/pull/1674
• build(deps): bump requests from 2.31.0 to 2.32.2 by @dependabot in https://github.com/infiniflow/ragflow/pull/1673
• build(deps): bump urllib3 from 2.2.1 to 2.2.2 by @dependabot in https://github.com/infiniflow/ragflow/pull/1672
• build(deps): bump scikit-learn from 1.4.1.post1 to 1.5.0 by @dependabot in https://github.com/infiniflow/ragflow/pull/1671
• build(deps): bump aiohttp from 3.9.3 to 3.9.4 by @dependabot in https://github.com/infiniflow/ragflow/pull/1670
• build(deps): bump werkzeug from 3.0.1 to 3.0.3 by @dependabot in https://github.com/infiniflow/ragflow/pull/1669
• build(deps): bump setuptools from 69.5.1 to 70.0.0 by @dependabot in https://github.com/infiniflow/ragflow/pull/1666
• fix: Misspelled Variable Name by @Piercinge in https://github.com/infiniflow/ragflow/pull/1662
• feat: add arxiv operator #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1683
• pypdf2 to pypdf by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1684
• add support for LM Studio by @hangters in https://github.com/infiniflow/ragflow/pull/1663
• fix graph bug about second retrieval by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1688
• build(deps-dev): bump axios from 0.27.2 to 1.7.2 in /web by @dependabot in https://github.com/infiniflow/ragflow/pull/1679
• build(deps): bump follow-redirects from 1.15.4 to 1.15.6 in /web by @dependabot in https://github.com/infiniflow/ragflow/pull/1678
• build(deps-dev): bump ws from 8.17.0 to 8.18.0 in /web by @dependabot in https://github.com/infiniflow/ragflow/pull/1668
• Fix api reference empty bug by @jiyegege in https://github.com/infiniflow/ragflow/pull/1655
• fix: Login with @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1691
• fix: Fixed an issue where the project could not be built #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1693
• fix: Set the default language to English #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1694
• refactor some llm api using openai api format by @hangters in https://github.com/infiniflow/ragflow/pull/1692
• fix: Limit the length of the new password input box to no less than 8 #1634 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1696
• Fix pdfparser content confusion by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1700
• fix embedding_model by @Seaver-Zhu in https://github.com/infiniflow/ragflow/pull/1698
• fix: Fix for Empty Reference Array Causing Errors by @iMyth in https://github.com/infiniflow/ragflow/pull/1652
• fix bug of regx by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1703
• fix: Set the default value of Self RAG to false #1220 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1702
• fix: alter Arxiv to ArXiv #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1705
• fix: fetch llm list by @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1708
• fix: fetch user by @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1709
• Fix pdfparser error by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1707
• fix: Remove kAModel #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1713
• Add Kibana component for Elasticsearch by @Chunshan-Theta in https://github.com/infiniflow/ragflow/pull/1710
• Fix docs parser by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1714
• fix: test chunk by @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1719
• fix OpenAI llm return bug by @hangters in https://github.com/infiniflow/ragflow/pull/1728
• Fix multiple generate by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1722
• fix: When parsing the bold content in PDF, the result is duplicated. by @leecj in https://github.com/infiniflow/ragflow/pull/1729
• Fix docx parser line bug by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1715
• fix add local vision llm error when cannot download test pic by @hangters in https://github.com/infiniflow/ragflow/pull/1732
• Fix index=true by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1734
• fix: Fetch chunk list by @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1738
• Add component google,Bing by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1737
• fix MiniMax chat bug by @hangters in https://github.com/infiniflow/ragflow/pull/1733
• support reset the user email by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/1735
• Fix: Embedding err when docx contains unsupported images by @cyhasuka in https://github.com/infiniflow/ragflow/pull/1720
• add support for LocalLLM by @hangters in https://github.com/infiniflow/ragflow/pull/1744
• feat: Add bing and google operator #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1745
• fix: ERROR: 'CompletionUsage' object has no attribute 'get' by @chinamerp in https://github.com/infiniflow/ragflow/pull/1736
• fix: delete chunk by @tanstack/react-query #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1749
• lower openai version in requirements.txt by @hangters in https://github.com/infiniflow/ragflow/pull/1747
• add step-1v-8k cv model by @bdss58 in https://github.com/infiniflow/ragflow/pull/1686
• refactor stepfun cv model by @hangters in https://github.com/infiniflow/ragflow/pull/1751
• feat: Classify nodes based on edge relationships #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1755
• feat: Increase the distance between nodes #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1758
• trival by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1760
• API: retrieval api by @Valdanitooooo in https://github.com/infiniflow/ragflow/pull/1763
• fix jina module not find bug by @hangters in https://github.com/infiniflow/ragflow/pull/1770
• feat: Add KnowledgeGraphModal #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1766
• feat: Alter style of ForceGraph #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1774
• fix jina module not find bug by @hangters in https://github.com/infiniflow/ragflow/pull/1779
• feat: Add EntityTypesForm #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1777
• feat: Hide KnowledgeGraphModal #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1783
• fix: TypeError: Cannot read properties of undefined (reading 'viewport' #1761 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1784
• fix: Rename graph to agent #918 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1785
• Add component google scholar by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1790
• feat: Add IndentedTree #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1792
• Add graphrag by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1793
• readme update by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1794
• feat: Fixed the issue where the page reports an error when the graph returned by the interface is empty #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1795
• refine dockerfile by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1801
• refine Dockerfile by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1802
• fix: Fixed the issue that the related form value does not change after selecting the freedom field of the model #1804 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1805
• Fix graphrag callback by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/1806
• refine mindmap prompt by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1808
• remove duplicated key in mind map by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1809
• feat: Translate ForceGraph #162 by @cike8899 in https://github.com/infiniflow/ragflow/pull/1810
• be better chunks before graphrag by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1811
• refine docs for 0.9.0 release by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1812
• refine context length by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1813
• refine mindmap by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/1817

New Contributors

• @netyum made their first contribution in https://github.com/infiniflow/ragflow/pull/1433
• @cyhasuka made their first contribution in https://github.com/infiniflow/ragflow/pull/1444
• @paresh2806 made their first contribution in https://github.com/infiniflow/ragflow/pull/1470
• @dservian made their first contribution in https://github.com/infiniflow/ragflow/pull/1498
• @voulkon made their first contribution in https://github.com/infiniflow/ragflow/pull/1548
• @cnjack made their first contribution in https://github.com/infiniflow/ragflow/pull/1545
• @narendra-bluebash made their first contribution in https://github.com/infiniflow/ragflow/pull/1579
• @Seaver-Zhu made their first contribution in https://github.com/infiniflow/ragflow/pull/1591
• @bdss58 made their first contribution in https://github.com/infiniflow/ragflow/pull/1659
• @dependabot made their first contribution in https://github.com/infiniflow/ragflow/pull/1664
• @Piercinge made their first contribution in https://github.com/infiniflow/ragflow/pull/1662
• @jiyegege made their first contribution in https://github.com/infiniflow/ragflow/pull/1655
• @iMyth made their first contribution in https://github.com/infiniflow/ragflow/pull/1652
• @Chunshan-Theta made their first contribution in https://github.com/infiniflow/ragflow/pull/1710
• @leecj made their first contribution in https://github.com/infiniflow/ragflow/pull/1729
• @Valdanitooooo made their first contribution in https://github.com/infiniflow/ragflow/pull/1763

Full Changelog: https://github.com/infiniflow/ragflow/compare/v0.8.0...v0.9.0