v0.2.0

[Phinease]

🚀 Nexent：开源智能体 SDK 与平台

我们很高兴地宣布 Nexent 最新版本已发布——这是一个能够将自然语言描述转化为功能完整的多模态智能体的 AI 代理 SDK 和平台。
无需编排，也无需复杂的拖拽操作！

基于 MCP 工具生态，Nexent 集成了强大的模型融合、数据处理、知识管理与零代码智能体开发能力。
我们的目标很简单：将数据、模型和工具统一到一个智能中心，让日常工作流程更智能、更互联。

🔔 新特性

🤖 智能体零代码开发

• 通过配置引导轻松构建智能体
• 自主添加工具，输入业务描述
• 系统自动生成提示词，支持调试

🤝 多智能体协同

• 支持创建多个智能体
• 多智能体协同配合

⚙️ 核心提示词自动生成

• 根据业务描述自动生成提示词
• 支持根据指令进行微调和优化

🐛 Bug 修复

修复了 100+ 个 bug，提升系统稳定性、可靠性及用户体验。

🎯 我们的愿景

我们的使命明确：打造一个任何人都能轻松集成的数据、模型和工具智能中心，使日常工作更智能、更高效、更互联。

一句提示词，无限可能。

我们已发布 Nexent 最新版本，计划于 2025 年 6 月发布稳定的 v1 版本。在此期间，我们将持续快速推出核心功能，欢迎您的参与！
🗺️ 查看我们的功能路线图
🔍 立即访问 http://nexent.tech ，并通过 GitHub Issues 提交反馈。

🎁 早期贡献者福利

我们不会忘记早期贡献者！从专属徽章、纪念品到其他丰富奖励，我们致力于感谢每一位助力 Nexent 成长的朋友。

📢 推广扩散

最重要的是让更多人看到这个项目。请为仓库点星 ⭐、关注我们并分享给朋友——每一次点击都助力社区壮大，保持项目活力。

📄 许可证

Nexent Licence 正式变更为 MIT Licence，附加部分使用条款。详情请参阅 LICENSE 文件。

What's Changed

• ✨ Add data model for linguified Agent by @liutao12138 in ✨ Add data model for linguified Agent #26
• ✨ Modify the agent table name by @liutao12138 in ✨ Modify the agent table name #34
• ✨ Add create, update, and query operations for agents. by @liutao12138 in ✨ Add create, update, and query operations for agents. #35
• ✨ system prompt template reuse by @ljy65535 in ✨ system prompt template reuse #40
• 🚚 sync main code and resolve conflict by @liutao12138 in 🚚 sync main code and resolve conflict #42
• 🎨 Adjust debug button style and fine-tuning input box style by @WMC001 in 🎨 Adjust debug button style and fine-tuning input box style #44
• ✨ add agent api by @liutao12138 in ✨ add agent api #48
• ✨ enable to generate/fine-tune system prompt by @ljy65535 in ✨ enable to generate/fine-tune system prompt #47
• ♻️ optimize title generate, extract system prompt by @ljy65535 in ♻️ optimize title generate, extract system prompt #49
• 🎨 Optimize agent configuration interface style by @WMC001 in 🎨 Optimize agent configuration interface style #51
• ✨Knowledge base summary: Create a new knowledge base table, summarize the content of the knowledge base and store it in the knowledge base table by @linsensen222 in ✨Knowledge base summary: Create a new knowledge base table, summarize the content of the knowledge base and store it in the knowledge base table #39
• 🐛 Bug fix: Roundrobin logic failure in KnowledgeBase setup page. by @Jasonxia007 in 🐛 Bug fix: Roundrobin logic failure in KnowledgeBase setup page. #50
• 🐛The location of the header file has been modified by @linsensen222 in 🐛The location of the header file has been modified #52
• 🐛 fix commercial uuid conflicts by @ljy65535 in 🐛 fix commercial uuid conflicts #53
• 🎨 Optimize the boot step rendering logic and change annotation to English by @WMC001 in 🎨 Optimize the boot step rendering logic and change annotation to English #54
• ✨ scan tool and update to PG dataset when start main service by @ljy65535 in ✨ scan tool and update to PG dataset when start main service #55
• ✨ scan tool when click into agent config page by @ljy65535 in ✨ scan tool when click into agent config page #56
• 🐛 Fix the problem described in English in the task window by @WMC001 in 🐛 Fix the problem described in English in the task window #57
• 🐛 fix dataset prompt & enabled field by @ljy65535 in 🐛 fix dataset prompt & enabled field #58
• 🐛 Table ag_tool_info_t add inputs & output field by @ljy65535 in 🐛 Table ag_tool_info_t add inputs & output field #59
• 🐛 Fix bug: Document size and document status not properly updated by @Jasonxia007 in 🐛 Fix bug: Document size and document status not properly updated #61
• ✨ scan sub agent when click into agent config page by @ljy65535 in ✨ scan sub agent when click into agent config page #64
• ✨ Support intelligent generation of system prompt words by @WMC001 in ✨ Support intelligent generation of system prompt words #65
• ✨ Document processer now supports Ray by @Jasonxia007 in ✨ Document processer now supports Ray #66
• ✨Knowledge_base summary ：Enhance users' ability to modify the summary of the knowledge base by @linsensen222 in ✨Knowledge_base summary ：Enhance users' ability to modify the summary of the knowledge base #60
• ✨ Relevant adaptation of prompt word warehousing by @WMC001 in ✨ Relevant adaptation of prompt word warehousing #69
• ✨ 1.tool instance create/update/search 2.create sub_agent_id when click create agent bottom by @ljy65535 in ✨ 1.tool instance create/update/search 2.create sub_agent_id when click create agent bottom #70
• ♻️ Modify query tool instance function name by @ljy65535 in ♻️ Modify query tool instance function name #72
• 🐛 Fix missing tool instance query conditions by @WMC001 in 🐛 Fix missing tool instance query conditions #73
• 🐛 Fix abnormal parameter transfer of prompt finetune interface by @WMC001 in 🐛 Fix abnormal parameter transfer of prompt finetune interface #74
• ✨ display tool instance enabled statue by @ljy65535 in ✨ display tool instance enabled statue #75
• ♻️ extract Agent Modal to components by @ljy65535 in ♻️ extract Agent Modal to components #76
• 🐛 Fix agent id is not synchronized with the prompt generation compone… by @WMC001 in 🐛 Fix agent id is not synchronized with the prompt generation compone… #77
• ✨ add business_description Field in ag_tenant_agent_t by @ljy65535 in ✨ add business_description Field in ag_tenant_agent_t #78
• ✨Knowledge_base summary:srteam output by @linsensen222 in ✨Knowledge_base summary:srteam output #79
• ✨ support to create sub agent and edit its tool params by @ljy65535 in ✨ support to create sub agent and edit its tool params #80
• ✨ support to update select model/max step/business_description/prompt timely by @ljy65535 in ✨ support to update select model/max step/business_description/prompt timely #82
• 🐛 Fix all knowledge summary bugs by @Phinease in 🐛 Fix all knowledge summary bugs #83
• ✨ Automatically save business descriptions and prompt after generatin… by @WMC001 in ✨ Automatically save business descriptions and prompt after generatin… #81
• 🚚 trans code from agent_app to agent_service by @ljy65535 in 🚚 trans code from agent_app to agent_service #133
• ✨ Add improvement template by @SimengBian in ✨ Add improvement template #127
• 🐛 fix bugs by @ljy65535 in 🐛 fix bugs #141
• Create SECURITY.md by @ljy65535 in Create SECURITY.md #128
• 📝 Update Demo Video by @Davina-jcx in 📝 Update Demo Video #146
• 🐛 Fix tool button position abnormal [Bug] 没有溯源信息时跑到左边来了 #121 by @WMC001 in 🐛 Fix tool button position abnormal #121 #144
• 🐛 fix bug: The model configuration information will be re-read after entering the page of knowledge base [Bug] 普通用户进入知识库以后会刷新整体配置，导致模型信息全部丢失，导致所有用户无模型可用 #143 by @ljy65535 in 🐛 fix bug: The model configuration information will be re-read after entering the page of knowledge base #143 #147
• 🐛 1.Remove redundant functions 2.agent-factory do not use the same model object by @ljy65535 in 🐛 1.Remove redundant functions 2.agent-factory do not use the same model object #151
• 🐛 1.Annotated in English 2.remove redundancy const definition 3.optimize prompt generate logic 4.delete test file: prompt generate/tool configuration by @ljy65535 in 🐛 1.Annotated in English 2.remove redundancy const definition 3.optimize prompt generate logic 4.delete test file: prompt generate/tool configuration #152
• ♻️ Code optimization by conversations: part 1 by @WMC001 in ♻️ Code optimization by conversations: part 1 #153
• 🐛 1.remove redundancy agent const definition by @ljy65535 in 🐛 1.remove redundancy agent const definition #154
• ♻️ Optimize type conversion mapping by @WMC001 in ♻️ Optimize type conversion mapping #156
• ♻️ Log using custom name by @WMC001 in ♻️ Log using custom name #159
• ♻️ Refactored logic of the system prompt generation by @ljy65535 in ♻️ Refactored logic of the system prompt generation #160
• ♻️ Optimized the search logic of the MCP tool by @ljy65535 in ♻️ Optimized the search logic of the MCP tool #162
• ♻️ Refactor the tool refresh logic to the location where the tool ser… by @WMC001 in ♻️ Refactor the tool refresh logic to the location where the tool ser… #164
• ♻️ move scan_tool to tool_configuration_service.py by @ljy65535 in ♻️ move scan_tool to tool_configuration_service.py #166
• 🐛 Fix the issue Like/Dislike feedback lost after page refresh [Bug] Like/Dislike feedback lost after page refresh #138 by @Bavichi in 🐛 Fix the issue Like/Dislike feedback lost after page refresh #138 #161
• ♻️ Unit test of prompt service by @WMC001 in ♻️ Unit test of prompt service #168
• ♻️ Unit test of conversation service by @WMC001 in ♻️ Unit test of conversation service #169
• ♻️ Unit test of knowledge summary service by @WMC001 in ♻️ Unit test of knowledge summary service #170
• ♻️ Unit test of agent service by @WMC001 in ♻️ Unit test of agent service #171
• ♻️ Unit test of tool configuration service by @ljy65535 in ♻️ Unit test of tool configuration service #172
• ♻️ Show all report from running all unit tests by @WMC001 in ♻️ Show all report from running all unit tests #173
• 🚚 merge main branch into agent_page_0508night branch by @ljy65535 in 🚚 merge main branch into agent_page_0508night branch #174
• Language-Based Agent Development Test Merge by @Phinease in Language-Based Agent Development Test Merge #139
• 🐛 fix parameter name and input box 3:7 split by @Phinease in 🐛 fix parameter name and input box 3:7 split #195
• 🐛 fix task detail hight auto resize [Bug] 任务详情需要自适应高度 #131 by @Phinease in 🐛 fix task detail hight auto resize #131 #196
• 🐛 fix chat page jumps back to the model configuration page [Improvement] /chat page jumps back to the model configuration page. #178 by @Phinease in 🐛 fix chat page jumps back to the model configuration page #178 #197
• ♻️ Hide Save/Share Button [Bug] 体验网站点击收藏/分享无反应 #150 by @WMC001 in ♻️ Hide Save/Share Button #150 #187
• 🐛 Fix the issue Chat requests blocked by other API calls [Bug] Chat requests blocked by other API calls #108 by @Bavichi in 🐛 Fix the issue Chat requests blocked by other API calls #108 #189
• Fix bugs that cannot be directly output; Delete the final_answer tool. [Bug] The direct output function has problems. #181 by @ljy65535 in Fix bugs that cannot be directly output; Delete the final_answer tool. #181 #202
• 🐛 Fix manually modifying the prompt is not actually saved by @WMC001 in 🐛 Fix manually modifying the prompt is not actually saved #203
• 🐛 Restore the speech generation button and implement streaming output by @WMC001 in 🐛 Restore the speech generation button and implement streaming output #210
• 🐛 Bugfix [Bug] Inconsistent scrolling behavior between the conversation area and the conversation list #112 [Bug] Suggest scrolling within the list instead of scrolling the entire page #116 [Bug] User question display error #200 [Bug] 右侧侧边栏来源标题过长没有使用...进行省略 #105 by @WMC001 in 🐛 Bugfix #112 #116 #200 #105 #215
• 🐛 Fix the issue The prompt generation interface needs to be asynchronous.[Bug] The prompt generation interface needs to be asynchronous. #185 by @Bavichi in 🐛 Fix the issue The prompt generation interface needs to be asynchronous.#185 #208
• 🐛 Fix the issue of 'exact traceability containing multiple line breaks by using regex to replace them with a single line break, reducing whitespace'. [Bug] 精确溯源 存在多个换行，使用正则替换成一个换行，减少空白 #104 by @Bavichi in 🐛 Fix the issue of 'exact traceability containing multiple line breaks by using regex to replace them with a single line break, reducing whitespace'. #104 #214
• 🐛 Fix the issue After the prompt fine-tuning button is clicked, the user instruction is not displayed. [Bug] After the prompt fine-tuning button is clicked, the user instruction is not displayed. #201 by @porkpink in 🐛 Fix the issue After the prompt fine-tuning button is clicked, the user instruction is not displayed. #201 #216
• 🎨 Exa_Tool turns on image filtering by default. [Improvement] exa_Tool turns on image filtering by default. #176 by @Bavichi in 🎨 Exa_Tool turns on image filtering by default. #176 #222
• 🐛 Bugfix [Bug] 滚动条组件在列表刷新后会自动下拉 #220 Scroll bar automatically slides down [Bug] 溯源图标未生效 #224 The citation corner mark disappears by @WMC001 in 🐛 Bugfix #220 Scroll bar automatically slides down #224 The citation corner mark disappears #221
• 🐛 Fix the issue of 'model connectivity styles not adapting to page size on the Model Configuration Page [Bug] 模型配置页面，模型连通性样式未自适应页面大小 #175 by @Bavichi in 🐛 Fix the issue of 'model connectivity styles not adapting to page size on the Model Configuration Page #175 #217
• 🚚 1.trans thread and create agent function into sdk 2.support agent run without mcp service [Bug] Agent功能SDK不完整，需要把线程启动迁入sdk #115 [Bug] MCP服务与.env依赖关系存在先后顺序 #111 by @ljy65535 in 🚚 1.trans thread and create agent function into sdk 2.support agent run without mcp service #115 #111 #218
• 🐛 Fix the issue where "background-free images display with a black background, making the top-right close button difficult to see" [Bug] 无背景的图片底色为黑色，看不清右上角关闭按键 #157 by @Bavichi in 🐛 Fix the issue where "background-free images display with a black background, making the top-right close button difficult to see" #157 #226
• 🐛 Fix the issue The prompt generation interface needs to be asynchronous. [Bug] The prompt generation interface needs to be asynchronous. #185 by @Bavichi in 🐛 Fix the issue The prompt generation interface needs to be asynchronous. #185 #230
• 🐛 Add /agent/stop service to stop front-end conversation. [Bug] 前端用户主动停止，后端线程未停止 #129 by @ljy65535 in 🐛 Add /agent/stop service to stop front-end conversation. #129 #227
• 🐛 async /me/healthcheck [Improvement] 所有前端接口之间相互阻塞，未达成异步 #67 by @ljy65535 in 🐛 async /me/healthcheck #67 #232
• Agent configuration will be detected when click complete configuration. [Bug] Configuration can be completed without setting Agent parameters. #179 by @ljy65535 in Agent configuration will be detected when click complete configuration. #179 #234
• 🐛 set 5 as the default value of agent step, set 20 as the max value; Reduce the display time [Improvement] 最大步骤默认值设为5，最大值设为10-20，更新频率需要降低 #236 by @ljy65535 in 🐛 set 5 as the default value of agent step, set 20 as the max value; Reduce the display time #236 #237
• 🐛 Bugfix: History source cards are displayed repeatedly [Bug] 历史记录来源卡片会重复展示 #106 by @WMC001 in 🐛 Bugfix: History source cards are displayed repeatedly #106 #233
• 🐛 Bugfix: some long text titles cause the traceability result component to be too wide [Bug] 某些长文本标题导致溯源结果组件超宽 #239 by @WMC001 in 🐛 Bugfix: some long text titles cause the traceability result component to be too wide #239 #244
• 🐛 1.fix Accurate traceability 2.fix image display 3.fix import os bug by @ljy65535 in 🐛 1.fix Accurate traceability 2.fix image display 3.fix import os bug #243
• ♻️ Review all non-asynchronous interfaces [Task] Review all non-asynchronous interfaces #110 by @Bavichi in ♻️ Review all non-asynchronous interfaces #110 #245
• 🐛 Bugfix: Allow scrolling up when generating data in task window [Improvement] 任务窗口生成数据时要允许向上滚动 #206 and fix task paddings disappearance [Improvement] 任务流程显示优化 #235 by @WMC001 in 🐛 Bugfix: Allow scrolling up when generating data in task window #206 and fix task paddings disappearance #235 #276
• 🐛 Fix the issue where Nexent gives irrelevant responses to questionslike "Who are you?"[Bug] 询问“你是哪个公司开发的？”答非所问 #134 by @Bavichi in 🐛 Fix the issue where Nexent gives irrelevant responses to questionslike "Who are you?"#134 #281
• 🐛 Bugfix: When terminating a conversation, disconnect the agent run i… by @WMC001 in 🐛 Bugfix: When terminating a conversation, disconnect the agent run i… #282
• ✨ Support sub agent import and export. by @ljy65535 in ✨ Support sub agent import and export. #284
• 🐛1.add db summary to system prompt when agent_run 2.fix the bug that the sub-agent cannot be debugged. 3. Fix multi-round dialogue bug by @ljy65535 in 🐛1.add db summary to system prompt when agent_run 2.fix the bug that the sub-agent cannot be debugged. 3. Fix multi-round dialogue bug #290
• 🐛 Fix the issue System prompt streaming output [Improvement] System prompt streaming output display improve #177 by @porkpink in 🐛 Fix the issue System prompt streaming output #177 #293

New Contributors

• @Phinease made their first contribution in 🐛 Fix all knowledge summary bugs #83
• @SimengBian made their first contribution in ✨ Add improvement template #127
• @Davina-jcx made their first contribution in 📝 Update Demo Video #146
• @Bavichi made their first contribution in 🐛 Fix the issue Like/Dislike feedback lost after page refresh #138 #161
• @porkpink made their first contribution in 🐛 Fix the issue After the prompt fine-tuning button is clicked, the user instruction is not displayed. #201 #216

Full Changelog: v0.1.2...v0.2.0

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This discussion was created from the release v0.2.0.