v0.0.19

[0.0.19] - 2025-11-17

Added

• Added AWS Bedrock model support
• Added ollama embedding component support
• Added jina rerank component support
• Added vector database component support
  • Faiss vector database support
  • Qdrant vector database support
• Added a batch of new Reader data loading components
  • Added Notion, GoogleDoc, Confluence cloud document loading components
  • Added file format support for epub, rar, sevenzip, zip, xlsx
  • Added text extraction components for images and PDF files based on PaddleOCR
  • Added web page loading components based on playwright and bs4
• Added GitHub and YouTube retrieval tools
• Added async safe exit method for McpSessionManager
• Added model Token consumption recording in the Otel-llm-instrumentor module

Fixed

• Fixed parameter naming error in the RecursiveCharacterTextSplitter component's splitter method
• Fixed missing connection_kwargs parameter propagation in MCPToolkit
• Fixed abnormal queue release issue when tasks exited exceptionally in RequestTask

Note

• Improved security for the SlsSender module's put method
• Enhanced robustness of loop event handling in logging_util
• Optimized reliability of the add_invocation_chain method in the Monitor module
• Included some third-party community examples and tools
• Performed additional code optimizations and documentation updates

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More Details

What's Changed

• fix FileName in header info by @co63oc in #426
• Feat: add youtube tool support video search by keywords, trending videos and channel information retrieval by @xmhu2001 in #418
• Feat: Add ERNIE 4.5 series support by @fangfangssj in #417
• chore: fix typos by @ooooo-create in #424
• 1.修复类成员separators书写错误导致的运行错误 by @z4656207 in #420
• chore: fix FileName inconsistent by @co63oc in #431
• implement jina reranker by @xmhu2001 in #432
• docs:add image to guidebook-zh-开始使用-3.快速构建单体智能体.md by @Kang-Y-F in #435
• chore: fix typos and broken Markdown links; and enhance translation readability by @NLLFish in #436
• docs: add Google-style docstrings for context modules and demo_agent by @yu-2-tang in #437
• feat: 添加Excel文件读取支持 (.xlsx) by @toni20050606 in #438
• Fix-Replace-deprecated-get_event_loop_policy-in-logging_util.py by @Mirza-Samad-Ahmed-Baig in #442
• update pyproject.toml ruff by @co63oc in #443
• translate some comments by @co63oc in #445
• fix: align Python target version across linting tools by @SaladDay in #451
• fix typo: correct 'ample_apps' to 'sample_apps' in documentation by @SaladDay in #452
• feat: 添加EPUB文件读取支持 (.epub) by @SaladDay in #453
• Add FAISS store implementation and tests by @Saswatsusmoy in #458
• 修改模型自定义.md中的文字描述，完善表述 by @angelrabbit1225 in #472
• GitHub仓库信息搜索工具 by @Nine-Kris in #456
• fix: bug修复，迁移脚本目录创建错误，导致docker找不到目录，boostrap改为bootstrap by @HuangKunInkess in #464
• feat: add Ollama embedding. resolves #251 by @Veteran-ChengQin in #465
• 修复了Google搜索工具文档中的拼写错误："serpher" → "serper" 改进了代码注释，添加了详细的docstring by @PengZa666 in #470
• feat: 扩展ReaderManager以支持更多文件类型的读取 by @NJX-njx in #462
• chore: fix typos by @co63oc in #454
• fix invoke chain bug in mutil thread by @weizjajj in #468
• refactor: 优化代码报错逻辑 by @ApricityXX in #485
• docs: 更新教程示例模型为 qwen3-32b by @llnancy in #482
• 添加文档分类器功能 by @toni20050606 in #446
• feat: Qdrant Knowledge and Memory Storage by @Anush008 in #433
• add intelligent prompt generator and optimizer for agents by @Libres-coder in #441
• 添加Google学术工具 by @zxuexingzhijie in #448
• fix: 修复 MCPToolkit 中 connection_kwargs 传递问题 by @xinchenxy in #461
• feat: Add intelligent prompt generation and optimization toolkit by @super-sausage in #466
• feat(knowledge): add post-retrieval processors (rerank/filter/merge/summarize) and wire up examples by @toni20050606 in #469
• chore: developed a RAG-based Agent case: Medical Consultation Assistant by @big-zyb in #471
• chore: developed an Agent case: Primary Chinese Teacher Agent by @YIOYI in #476
• feat(prompt): add auto prompt designer helper by @SHDB108 in #478
• docs：add dataset/README_ZH.md by @angelrabbit1225 in #479
• feat: Add AWS llm components. resolves #250 by @Veteran-ChengQin in #480
• feat: Added support for reading ZIP files (.zip) by @SaladDay in #484
• refactor: 增加测试断言 by @ApricityXX in #487
• fix:测试中临时文件未在异常情况下清理 by @ApricityXX in #492
• feat: Added support for reading RAR files (.rar) by @SaladDay in #497
• fix:修复异步错误 by @ApricityXX in #495
• 新增了一个 写入 Word 文档（.docx） 的工具模块。 by @SunFlowerUE in #496
• reader部分功能更新 by @SunFlowerUE in #498
• Fix: RequestTask can't close correctly if task thread end without put an eof into queue by @AniviaTn in #510
• feat: Added support for reading 7Z files (.7z) by @zhouyi111111111 in #502
• feat: Release 20251112 by @LandJerry in #516

New Contributors

• @xmhu2001 made their first contribution in #418
• @fangfangssj made their first contribution in #417
• @ooooo-create made their first contribution in #424
• @Kang-Y-F made their first contribution in #435
• @NLLFish made their first contribution in #436
• @yu-2-tang made their first contribution in #437
• @toni20050606 made their first contribution in #438
• @Mirza-Samad-Ahmed-Baig made their first contribution in #442
• @SaladDay made their first contribution in #451
• @Saswatsusmoy made their first contribution in #458
• @angelrabbit1225 made their first contribution in #472
• @Nine-Kris made their first contribution in #456
• @HuangKunInkess made their first contribution in #464
• @Veteran-ChengQin made their first contribution in #465
• @PengZa666 made their first contribution in #470
• @NJX-njx made their first contribution in #462
• @ApricityXX made their first contribution in #485
• @llnancy made their first contribution in #482
• @Anush008 made their first contribution in #433
• @Libres-coder made their first contribution in #441
• @zxuexingzhijie made their first contribution in #448
• @xinchenxy made their first contribution in #461
• @super-sausage made their first contribution in #466
• @big-zyb made their first contribution in #471
• @YIOYI made their first contribution in #476
• @SHDB108 made their first contribution in #478
• @SunFlowerUE made their first contribution in #496
• @zhouyi111111111 made their first contribution in #502

Full Changelog: v0.0.18...v0.0.19