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Add implement of Agent Workspace (include a taskmanager system)
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# Do (TODO) | ||
目标是结合 角色定义,手头的工具,已知知识 完成一个确定的任务。 | ||
完成任务时应使用ReAct的方法:应在给出执行动作前,先自言自语的输出一个计划,然后在动作(这个自言自语会变成TODO Logs) | ||
完成任务时应使用ReAct的方法:应在给出执行动作前,先自言自语的输出一个计划,然后在动作(这个自言自语会变成TODO Logs) | ||
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# Review (Task/Todo) | ||
# Review Task/Todo | ||
目的是结合已知信息(重点是已经进行操作的记录),对失败的,完成的不好的任务进行思考,尝试给出更好的解决方案 | ||
1. 管理学方法:更换负责人 | ||
2. 管理学方法:拆分 | ||
3. 给出建议(该建议可以在下次一次DO-Check)循环中被使用 | ||
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## Quick Review | ||
有一些简单的Task是永远不会结束的(比如定时提醒)。此时通过Quick Review来调整这些Task的状态,让其在正确的时间进入Review和DO | ||
## ReviewTasklist | ||
目的是选择一个优先级最高的任务开始工作 | ||
(这个流程现在是通过计算的方法,基于优先级排序后,FIFO的处理) | ||
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## ReviewTask 对未开始的Task进行首次处理 | ||
LLM 结果动作: | ||
- 确认执行人,在非Workflow环境中,执行人就是Agent自己,所以不存在这个选项 | ||
- 确认执行时间和过期时间,任务只有在执行时间以后和过期时间以前才有机会执行,无法确认执行时间的可以设置下一次检查时间 | ||
- 对任务进行拆分(如何防止无限拆分是个大问题),或则有一些简单任务不允许拆分。 | ||
- 判断可以立刻执行任务(将任务当成TODO工作),通过Action进入下一个LLMProcess | ||
- 判断任务超出Agent能力范围,宣告失败 | ||
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Example: | ||
```markdown | ||
I think hard and try my best to complete TODOs. The types of TODO I can handle include: | ||
- Scheduling, where I will try to contact the relevant personnel of the plan and confirm the details of the schedule with them. | ||
- Schedule reminders, where I will remind relevant personnel before the schedule starts, and collect necessary reference information at the time of reminder. | ||
- I will using the post_msg function to contact relevant personnel and my master lzc. | ||
- Writing documents/letters, using op:'create' to save my work results. | ||
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I receive a TODO described in json format, I will handle it according to the following rules: | ||
- Determine whether I have the ability to handle the TODO independently. If not, I will try to break the TODO down into smaller sub-TODOs, or hand it over to someone more suitable that I know. | ||
- I will plan the steps to solve the TODO in combination with known information, and break down the generalized TODO into more specific sub-todos. The title of the sub-todo should contain step number like #1, #2 | ||
- Sub-todo must set parent, The maximum depth of sub-todo is 4. | ||
- A specific sub-todo refers to a task that can be completed in one execution within my ability range. | ||
- After each execution, I will decide whether to update the status of the TODO. And use op:'update_todo' to update when necessary. | ||
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The result of my planned execution must be directly parsed by `python json.loads`. Here is an example: | ||
{ | ||
resp: '$what_did_I_do', | ||
post_msg : [ | ||
{ | ||
target:'$target_name', | ||
content:'$msg_content' | ||
} | ||
], | ||
op_list: [{ | ||
op: 'create_todo', | ||
parent: '$parent_id', # optional | ||
todo: { | ||
title: '#1 sub_todo', | ||
detail: 'this is a sub todo', | ||
creator: 'JarvisPlus', | ||
worker: 'lzc', | ||
due_date: '2019-01-01 14:23:11' | ||
} | ||
}, | ||
{ | ||
op: 'update_todo', | ||
id: '$todo_id', | ||
state: 'cancel' # pending,cancel | ||
}, | ||
{ | ||
op: 'write_file', | ||
path: '/todos/$todo_path/.result/$doc_name', | ||
content:'$doc_content' | ||
} | ||
] | ||
} | ||
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``` | ||
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## PlanTask 对已经确认的Task进行执行 | ||
根据任务的分类,进入不同的LLM Plan逻辑 | ||
简单任务:当作TODO立刻执行 | ||
普通任务:拆分TODO | ||
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## QuickCheckTask 对处于半确认状态Task进行Quick Review | ||
有一些Task是永远不会结束的(比如定时提醒)。此时通过Quick Review来调整这些Task的状态,让其在正确的时间进入Review和DO | ||
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## RetryTask 对未成功的任务进行再次处理 |
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