KubeChat v0.4.0-wenjun-2

Full Changelog: v0.4.0-wenjun...v0.4.0-wenjun-2

KubeChat v0.4.0-wenjun

Full Changelog: v0.4.0-alpha.1...v0.4.0-wenjun

KubeChat v0.4.0-alpha.1

What's Changed

• feat: add tencent doc source by @lwj2015 in #548
• feat: integrate bot with weChat official account by @lwj2015 in #554
• feat: related question prompt by @ikkvix in #560

Full Changelog: v0.4.0-alpha.0...v0.4.0-alpha.1

KubeChat v0.4.0-alpha.0

What's Changed

• feat: list external ip of django server by @lwj2015 in #545
• chore: support admin user by @iziang in #546
• fix: default collections by @iziang in #553
• feat: sensitive information by @ikkvix in #547
• fix: the context window of gpt-3.5 is too small by @iziang in #555
• fix: related question by @ikkvix in #556

Full Changelog: v0.3.0...v0.4.0-alpha.0

KubeChat v0.3.0

KubeChat 是一款企业级 LLM 机器人管理和运营平台，通过将企业文档本地向量化，轻松构建具有企业领域知识的大模型问答机器人，可发布到企业网站、飞书等渠道供员工和客户使用。
KubeChat v0.1 完成了智能问答机器人的主体功能，具有以下特性：

• 支持多种大模型：内置多个流行 LLM 大模型，可随时切换大模型， 选择最佳 的模型能力。
• 支持私有化部署：大模型和向量数据库均部署在企业内部网络，文档和信息本地存储，保障信息安全。
• 支持多种文档类型：支持绝大多数文档格式，包括飞书、Office、 WPS、电子书、PDF、Markdown 及多媒体文档。
• 文档自动同步：定期同步在线文档库，包括 S3、OSS、FTP、飞书知识库 等，保持机器人问答的时效性。
• 可集成机器人：问答机器人可集成到产品官网、控制台以及飞书聊天工具等用户常用渠道。

KubeChat 具有三大核心优势：

• 文档预处理，大幅提高了文档有效信息提取率
• 使用 Hybrid search 提升召回率
• 使用 Rerank 提升相关性

在 v0.3 版本中从以下几个方面进一步提升智能问答能力

• 数据源
  • 飞书文档支持同步整个知识库
• 安全
  • 支持quota，限制每个用户最大创建的collection数，collection内document数，bot数量，免费token对话轮数，避免用户误操作或者恶意使用导致的系统资源浪费
• 机器人
  • OpenAI Proxy支持TLS
  • 增加了在线模型的免费额度，让用户更方便体验到业界领先的大模型
  • 根据用户的问题再推荐三个相关问题，做个更懂用户的bot
  • 支持配置问候语、引导问题
  • 支持集成到企业微信

Bugfix

• 删除Collection时，取消未完成的文档向量化任务

What's Changed

• bug fix: validate chatglm key and use self.api_key by @lwj2015 in #490
• feat: add context_window for each model by @lwj2015 in #486
• fix: sensitive information by @ikkvix in #493
• feat: support zhihuigonghui deployment by @iziang in #495
• feat: ensure the first history message role is human by @lwj2015 in #492
• fix: add missing dependency python-pptx by @iziang in #499
• chore: by @iziang in #501
• bugfix : add quote of io by @Chen-speculation in #500
• chore: use ninja router by @iziang in #505
• feature: support quota by @lwj2015 in #455
• fix: quota migrations by @iziang in #506
• fix: incorrect botintegration id by @iziang in #507
• fix: sorting by @iziang in #508
• chore: tidy up by @iziang in #510
• chore: remove black, use ruff instead by @iziang in #503
• feat: recommend related questions by @ikkvix in #509
• fix: reverse order by @iziang in #516
• bugfix : delete relevant tasks of text_vec by @Chen-speculation in #514
• feat: filter sensitive information using llm by @ikkvix in #518
• chore: fix empty collections by @iziang in #523
• fix: wrong web router by @iziang in #524
• chore: loose chat limitions by @iziang in #525
• feat: welcome message by @ikkvix in #522
• feature: support imap protocol for email collection by @Chen-speculation in #529
• feat: integrate the bot with wechat by @lwj2015 in #526
• Bugfix/delete vectorization task by @Chen-speculation in #512
• feat: read quota from settings instead of db by @lwj2015 in #534
• feat: crawl all pages by @Chen-speculation in #533
• bugfix: change type of quota from str to int by @lwj2015 in #538
• fix: missing global queue by @iziang in #539
• Revert "Bugfix/delete vectorization task (#512)" by @iziang in #541
• chore: add missing migrations by @iziang in #542

Full Changelog: v0.2.0...v0.3.0

KubeChat v0.3.0-alpha.4

What's Changed

• Revert "Bugfix/delete vectorization task (#512)" by @iziang in #541
• chore: add missing migrations by @iziang in #542

Full Changelog: v0.3.0-alpha.3...v0.3.0-alpha.4

KubeChat v0.3.0-alpha.3

What's Changed

• fix: missing global queue by @iziang in #539

Full Changelog: v0.3.0-alpha.2...v0.3.0-alpha.3

KubeChat v0.3.0-alpha.2

What's Changed

• feat: crawl all pages by @Chen-speculation in #533
• bugfix: change type of quota from str to int by @lwj2015 in #538

Full Changelog: v0.3.0-alpha.1...v0.3.0-alpha.2

KubeChat v0.3.0-alpha.1

What's Changed

• feature: support imap protocol for email collection by @Chen-speculation in #529
• feat: integrate the bot with wechat by @lwj2015 in #526
• Bugfix/delete vectorization task by @Chen-speculation in #512
• feat: read quota from settings instead of db by @lwj2015 in #534

Full Changelog: v0.3.0-alpha.0...v0.3.0-alpha.1

KubeChat v0.3.0-alpha.0

What's Changed

• feat: support zhihuigonghui deployment by @iziang in #495
• feat: ensure the first history message role is human by @lwj2015 in #492
• fix: add missing dependency python-pptx by @iziang in #499
• chore: by @iziang in #501
• bugfix : add quote of io by @Chen-speculation in #500
• chore: use ninja router by @iziang in #505
• feature: support quota by @lwj2015 in #455
• fix: quota migrations by @iziang in #506
• fix: incorrect botintegration id by @iziang in #507
• fix: sorting by @iziang in #508
• chore: tidy up by @iziang in #510
• chore: remove black, use ruff instead by @iziang in #503
• feat: recommend related questions by @ikkvix in #509
• fix: reverse order by @iziang in #516
• bugfix : delete relevant tasks of text_vec by @Chen-speculation in #514
• feat: filter sensitive information using llm by @ikkvix in #518
• chore: fix empty collections by @iziang in #523
• fix: wrong web router by @iziang in #524
• chore: loose chat limitions by @iziang in #525
• feat: welcome message by @ikkvix in #522

Full Changelog: v0.2.1-alpha.0...v0.3.0-alpha.0