ModelEngine-Group/fit-framework
View on GitHubFIT: 企业级AI开发框架，提供多语言函数引擎（FIT）、流式编排引擎（WaterFlow）及Java生态的LangChain替代方案（FEL）。原生/Spring双模运行，支持插件热插拔与智能聚散部署，无缝统一大模型与业务系统。
- Stars
- 2.1k
- Forks
- 335
- Open beginner issues
- 0
- Indexed issues
- 54
- Dominant language
- Java
- License
- MIT
- Last GitHub push
- Mar 13, 2026
- Latest indexed
- Sep 19, 2026
- Contributing guide
- Contributing guide
- Code of conduct
- No code of conduct
- Beginner labels
- good first issue
- PR merge metrics
- No merged PRs in 30d
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Difficulty 4/5 3-5 days Newbie friendliness 48/100
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Emitter支持onTimeout回调 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#356 · 1 assignee ·
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type: enhancement
ModelEngine-Group/fit-framework#329 · 2 comments · 1 assignee ·
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MCP协议method命名格式需要统一 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#298 · 1 assignee ·
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status: waiting-for-triage type: bug
ModelEngine-Group/fit-framework#286 · 1 assignee ·
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status: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#284 · 2 comments · 1 assignee ·
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type: enhancement
ModelEngine-Group/fit-framework#283 · 1 assignee ·
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good first issue in: fit status: feedback-provided type: documentation
ModelEngine-Group/fit-framework#276 · 7 comments · 2 assignees ·
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支持远程 docker 调试插件 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#262 · 1 assignee ·
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发布官方python包 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#261 · 1 assignee ·
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in: elsa type: bug
ModelEngine-Group/fit-framework#235 · 1 assignee ·
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memory支持根据条件的检索 Openstatus: feedback-provided type: feature
ModelEngine-Group/fit-framework#222 · 4 comments · 1 assignee ·
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支持 MCP 代理的能力 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#221 · 1 assignee ·
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FEL的调用模型的返回值类型不兼容报错 Opengood first issue in: fel status: waiting-for-internal-feedback type: bug
ModelEngine-Group/fit-framework#213 · 1 assignee ·
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应用工程文档中的插件编写指导文档问题 Openstatus: waiting-for-triage type: documentation
ModelEngine-Group/fit-framework#210 · 2 comments · 1 assignee ·
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mcp client不支持鉴权的使用场景 Openin: fel type: enhancement
ModelEngine-Group/fit-framework#199 · 2 assignees ·
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节点调用后端接口时机变化 Openin: elsa type: enhancement
ModelEngine-Group/fit-framework#198 · 1 assignee ·
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MCP服务端实现需要支持多实例 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#196 · 1 assignee ·
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兼容系统提示词为空会报错的大模型 Openstatus: waiting-for-triage type: bug
ModelEngine-Group/fit-framework#193 · 1 assignee ·
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status: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#190 · 1 assignee ·
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python是否使用uv构建 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#183 · 1 assignee ·
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good first issue in: elsa type: bug
ModelEngine-Group/fit-framework#182 · 1 assignee ·
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FEL 中接入 A2A 协议 Openstatus: waiting-for-internal-feedback type: feature
ModelEngine-Group/fit-framework#161 · 1 assignee ·
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fit可执行文件的路径及运行问题 Openin: fit status: feedback-provided type: documentation
Difficulty 3/5 1-2 days Newbie friendliness 45/100
ModelEngine-Group/fit-framework#152 · 1 comment ·
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good first issue in: fit type: enhancement
ModelEngine-Group/fit-framework#120 · 2 comments · 1 assignee ·
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in: ohscript type: enhancement
Difficulty 4/5 3-5 days Newbie friendliness 30/100
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序列化时json去掉冗余属性 Openin: fit type: enhancement
ModelEngine-Group/fit-framework#110 · 2 comments · 1 assignee ·
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from: gitcode in: fit type: enhancement
ModelEngine-Group/fit-framework#95 · 1 comment · 1 assignee ·
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in: elsa type: enhancement
ModelEngine-Group/fit-framework#93 · 1 comment · 1 assignee ·
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from: gitcode in: waterflow status: waiting-for-internal-feedback
Difficulty 5/5 Over a week Newbie friendliness 20/100
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需要支持在 K8S 中的方便部署 Openfrom: gitcode in: fit status: pending-design-work
Difficulty 5/5 Over a week Newbie friendliness 25/100
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from: gitcode in: fit status: ideal-for-contribution
Difficulty 5/5 Over a week Newbie friendliness 30/100
ModelEngine-Group/fit-framework#79 · 1 comment ·
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支持 MyBatis-Plus Openfrom: gitcode good first issue in: fit type: task
Difficulty 4/5 3-5 days Newbie friendliness 35/100
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调整 AOP 包部分功能的目录结构 Openfrom: gitcode good first issue in: fit type: enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
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@Fitable 提供类级应用 Openfrom: gitcode in: fit status: waiting-for-internal-feedback
Difficulty 5/5 Over a week Newbie friendliness 25/100
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from: gitcode in: waterflow type: bug
ModelEngine-Group/fit-framework#74 · 1 assignee ·
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from: gitcode in: waterflow type: bug
Difficulty 4/5 3-5 days Newbie friendliness 35/100
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支持 Jpa 事务管理器 Openfrom: gitcode in: fit status: waiting-for-internal-feedback
Difficulty 5/5 Over a week Newbie friendliness 25/100
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from: gitcode in: fit status: pending-design-work type: documentation type: enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
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提供便利化使用 Json 序列化的接口 Openfrom: gitcode good first issue in: fit type: enhancement
Difficulty 3/5 1-2 days Newbie friendliness 45/100
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提供插件的预热机制 Openfrom: gitcode in: fit type: feature
Difficulty 5/5 Over a week Newbie friendliness 25/100
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websocket 线程池优化 Openfrom: gitcode good first issue in: fit type: enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
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接入 OpenSergo 微服务治理标准 Openfrom: gitcode in: fit type: task
Difficulty 5/5 Over a week Newbie friendliness 20/100
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异步启动优化 Openfrom: gitcode in: fit type: enhancement
Difficulty 5/5 Over a week Newbie friendliness 20/100
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from: gitcode good first issue in: fit type: task
Difficulty 5/5 Over a week Newbie friendliness 25/100
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from: gitcode in: fit type: task
ModelEngine-Group/fit-framework#63 · 1 assignee ·
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使用 Nacos 来作为服务的注册中心 Openfrom: gitcode in: fit type: enhancement
ModelEngine-Group/fit-framework#62 · 1 comment · 1 assignee ·
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Elsa-React发布前改名 Openin: elsa type: enhancement
ModelEngine-Group/fit-framework#52 · 1 assignee ·
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Databus模块开发 Openin: fit type: task
ModelEngine-Group/fit-framework#48 · 1 comment · 1 assignee ·
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status: waiting-for-internal-feedback
ModelEngine-Group/fit-framework#28 · 2 comments · 1 assignee ·