Releases: apecloud/ApeRAG
Releases · apecloud/ApeRAG
KubeChat v0.5.0-mengjie-4
Full Changelog: v0.5.0-mengjie-3...v0.5.0-mengjie-4
KubeChat v0.5.0-mengjie-3
What's Changed
- chore: add online remote model deployment config by @iziang in #612
- chore: tidy up by @iziang in #613
- feat: add similarity search api by @iziang in #617
- chore: remove useless code by @iziang in #618
- chore: tidy up by @iziang in #619
- chore: tidy up by @iziang in #620
- chore: tidy up by @iziang in #621
- fix: generate related questions using tools by @ikkvix in #624
- feat: support custom recommendation prompt by @ikkvix in #627
- chore: optimize deployment by @iziang in #629
- fix: remove the same questions as the query by @ikkvix in #608
- feat: support api key management by @ikkvix in #628
Full Changelog: v0.5.0-alpha.0...v0.5.0-mengjie-3
KubeChat v0.5.0-mengjie-2
What's Changed
- chore: add online remote model deployment config by @iziang in #612
- chore: tidy up by @iziang in #613
- feat: add similarity search api by @iziang in #617
- chore: remove useless code by @iziang in #618
- chore: tidy up by @iziang in #619
- chore: tidy up by @iziang in #620
- chore: tidy up by @iziang in #621
- fix: generate related questions using tools by @ikkvix in #624
Full Changelog: v0.5.0-alpha.0...v0.5.0-mengjie-2
KubeChat v0.5.0-mengjie
What's Changed
- chore: add online remote model deployment config by @iziang in #612
- chore: tidy up by @iziang in #613
- feat: add similarity search api by @iziang in #617
- chore: remove useless code by @iziang in #618
- chore: tidy up by @iziang in #619
- chore: tidy up by @iziang in #620
- chore: tidy up by @iziang in #621
- fix: generate related questions using tools by @ikkvix in #624
Full Changelog: v0.5.0-alpha.0...v0.5.0-mengjie
KubeChat v0.5.0-alpha.0
KubeChat v0.4.0
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 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 v0.4 版本中将会从以下几个方面进一步提升智能问答能力
- 稳定性
- 从django应用中拆分模型,应用不再加载任何模型,利用xinference运行embedding和rerank模型,缩小了应用镜像size,提高测试发布效率
- 修复redis连接泄露问题
- 修复长文本导致的rerank hang问题
- 上传文件支持存放到对象存储,解耦django和celery的部署依赖,也方便管理用户上传的文件
- 数据源
- 支持根据文档内容自动生成问题,用于问题推荐
- OSS/S3类型的Collection支持多bucket、多目录
- 支持xlxs,html格式文档
- 邮箱数据源支持IMAP协议
- 机器人
- 统一记忆和非记忆的prompt,不再根据是否打开记忆开关做区分
- 支持普通机器人,不需要关联collectioin,内置众多prompt模板,开箱即用
- 支持集成到钉钉客户端
- 支持集成到微信公众号
- 支持相关问题推荐
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
- 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
- chore: trigger release kubechat frontend by @JashBook in #564
- fix: server hung by @ikkvix in #557
- chore: release check by @JashBook in #565
- feat: improvement replace infinity by xinference to provide embedding and reranking service by @lwj2015 in #494
- feat: support multi-path for oss&s3 by @Chen-speculation in #563
- feature: support dingtalk by @Chen-speculation in #561
- bugfix: make rerank async by @lwj2015 in #567
- feat: support different bot types by @lwj2015 in #558
- bugfix: use bot_in.type instead of bot.type by @lwj2015 in #570
- feat: rename officaccount to officialaccount by @lwj2015 in #569
- feat: welcome by @ikkvix in #540
- chore: fix comments of #540 by @iziang in #571
- chore: make formatter work by @iziang in #573
- chore: format code by @iziang in #575
- chore: enable preview features of ruff by @iziang in #576
- chore: disable static check temporarily by @iziang in #577
- fix: optimize qa query by @ikkvix in #578
- feat: html message by @ikkvix in #531
- feat: unify prompt template by @lwj2015 in #580
- feat: add multi role prompt templates by @lwj2015 in #581
- chore: make lint by @iziang in #583
- chore: add translation prompt by @iziang in #587
- fix: question crud bugs by @iziang in #588
- fix: invalid buckets by @iziang in #589
- feat: release redis forcefully by @lwj2015 in #585
- feat: add English prompts and solve feedback bug by @lwj2015 in #586
- bugfix: update English prompt templates by @lwj2015 in #591
- chore: tidy up by @iziang in #592
- fix: add question status by @ikkvix in #582
- fix: get_question signature by @iziang in #595
- fix: list_questions by @ikkvix in #596
- chore: merge migrations by @iziang in #597
- chore: remove llmserver by @iziang in #598
- fix: pull image failed by @iziang in #599
- bugfix: support bot type for sse by @lwj2015 in #602
- bugfix: add use_default_token for qianwen by @lwj2015 in #600
- fix: comptiable with old collections by @iziang in #603
- feat: optimize the dockerfile of kubechat by @lwj2015 in #593
- fix: invalid embddding model by @iziang in #606
Full Changelog: v0.3.0...v0.4.0
KubeChat v0.4.0-alpha.10
What's Changed
- bugfix: add use_default_token for qianwen by @lwj2015 in #600
- fix: comptiable with old collections by @iziang in #603
Full Changelog: v0.4.0-alpha.9...v0.4.0-alpha.10
KubeChat v0.4.0-alpha.9
What's Changed
Full Changelog: v0.4.0-alpha.8...v0.4.0-alpha.9
KubeChat v0.4.0-alpha.8
What's Changed
Full Changelog: v0.4.0-alpha.7...v0.4.0-alpha.8
KubeChat v0.4.0-alpha.7
What's Changed
Full Changelog: v0.4.0-alpha.6...v0.4.0-alpha.7