654 lines
18 KiB
Markdown
654 lines
18 KiB
Markdown
# 系统变量：需和开始节点拆分
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# end: string/number/boolean/object/array[file]/array[object]/array[number]/array[string]
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: 不需要 -->
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- parameter-extractor: __is_success / __reason
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- memory-read: answer / intermediate_outputs
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name / output
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- iteration: output
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body / status_code
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- tool: data
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- jinja-render: output
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# llm: 不能选 boolean 类型
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## 上下文：string/number/array[file]/array[object]/array[string]/array[number]; 不要object
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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- knowledge-retrieval: output
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- parameter-extractor: __is_success / __reason
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- memory-read: answer / intermediate_outputs
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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- iteration: output
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body / status_code
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- tool: data
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- code: output_variables
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- jinja-render: output
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## 提示词: string/number/array[file]/array[number]/array[string]; 不要object,boolean
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __is_success / __reason
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- memory-read: answer / intermediate_outputs
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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- iteration: output
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body / status_code
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- tool: data
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- code: output_variables
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- jinja-render: output
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# knowledge-retrieval: string
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __reason
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- memory-read: answer
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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# parameter-extractor:
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## 输入变量： string
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __reason
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- memory-read: answer
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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## 指令：string/number
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __is_success / __reason
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- memory-read: answer
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body / status_code
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- tool: data
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- code: output_variables
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- jinja-render: output
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# memory-read: string
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __reason
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- memory-read: answer
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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# memory-write: string
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __reason
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- memory-read: answer
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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# if-else: boolean/string/number/array[file]/array[object]/array[string]/object
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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- knowledge-retrieval: output
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- parameter-extractor: __is_success / __reason
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- memory-read: answer
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<!-- - memory-write -->
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||
<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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- iteration: output
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body / status_code
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- tool: data
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- code: output_variables
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- jinja-render: output
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# question-classifier
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## 输入变量: string
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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||
<!-- - knowledge-retrieval: output -->
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||
- parameter-extractor: __reason
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- memory-read: answer
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<!-- - memory-write -->
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||
<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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## 分类: string
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __reason
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- memory-read: answer
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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# iteration
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## 输入变量: array[file] | array[object] | array[string] | array[number] | array[boolean]
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<!-- - 系统变量 -->
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<!-- - 会话变量 -->
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<!-- - start: variables / sys -->
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<!-- - llm: output -->
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- knowledge-retrieval: output
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- parameter-extractor: array类型的提取参数 params
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<!-- - memory-read: answer -->
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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<!-- - question-classifier: class_name -->
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- iteration: output
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- loop: cycle_vars
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<!-- - var-aggregator
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- group = false 时，output
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- group = true 时，group_variables -->
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<!-- - assigner: 不需要 -->
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<!-- - http-request: body -->
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<!-- - tool: data -->
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- code: output_variables
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<!-- - jinja-render: output -->
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## 输出变量
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- 系统变量
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<!-- - 会话变量 -->
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<!-- - start: variables / sys -->
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<!-- - llm: output -->
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<!-- - knowledge-retrieval: output -->
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<!-- - parameter-extractor: __reason -->
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<!-- - memory-read: answer -->
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<!-- - memory-write -->
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<!-- - if-else: 不需要 -->
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<!-- - question-classifier: class_name -->
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<!-- - iteration: output -->
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<!-- - loop: cycle_vars -->
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<!-- - var-aggregator
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- group = false 时，output
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- group = true 时，group_variables -->
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<!-- - assigner: 不需要 -->
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<!-- - http-request: body -->
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<!-- - tool: data -->
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<!-- - code: output_variables -->
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<!-- - jinja-render: output -->
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- 子节点的输出变量
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- llm: output
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- knowledge-retrieval: output
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||
- parameter-extractor: __reason, params
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- memory-read: answer
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- memory-write
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||
<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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<!-- - loop: cycle_vars -->
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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||
- http-request: body
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- tool: data
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- code: output_variables
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- jinja-render: output
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# loop
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## 循环变量
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- 系统变量
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- 会话变量
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- start: variables / sys
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- llm: output
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- knowledge-retrieval: output
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||
- parameter-extractor: __is_success / __reason / params
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||
- memory-read: answer
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||
<!-- - memory-write -->
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||
<!-- - if-else: 不需要 -->
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||
- question-classifier: class_name
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- iteration: output
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- loop: cycle_vars
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body / status_code
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- tool: data
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- code: output_variables
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- jinja-render: output
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## 循环终止条件
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### left
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- 系统变量
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- 会话变量
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<!-- - start: variables / sys -->
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<!-- - llm: output -->
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<!-- - knowledge-retrieval: output -->
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<!-- - parameter-extractor: __is_success / __reason -->
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<!-- - memory-read: answer -->
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<!-- - memory-write -->
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||
<!-- - if-else: 不需要 -->
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<!-- - question-classifier: class_name -->
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<!-- - iteration: output -->
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- loop: cycle_vars 当前loop节点的
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<!-- - var-aggregator
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- group = false 时，output
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- group = true 时，group_variables -->
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<!-- - assigner: 不需要 -->
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<!-- - http-request: body / status_code -->
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<!-- - tool: data -->
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- code: output_variables
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<!-- - jinja-render: output -->
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- 子节点的输出变量
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- llm: output
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- knowledge-retrieval: output
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- parameter-extractor: __reason
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- memory-read: answer
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- memory-write
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||
<!-- - if-else: 不需要 -->
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- question-classifier: class_name
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<!-- - iteration: output -->
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<!-- - loop: cycle_vars -->
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- var-aggregator
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- group = false 时，output
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- group = true 时，group_variables
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<!-- - assigner: 不需要 -->
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- http-request: body
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- tool: data
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- jinja-render: output
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### right: number
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- 系统变量
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- 会话变量
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- start: variables / sys
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<!-- - llm: output -->
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<!-- - knowledge-retrieval: output -->
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- parameter-extractor: __is_success
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<!-- - memory-read: answer -->
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<!-- - memory-write -->
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||
<!-- - if-else: 不需要 -->
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<!-- - question-classifier: class_name -->
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<!-- - iteration: output -->
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- loop: cycle_vars 当前loop节点的
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<!-- - var-aggregator
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- group = false 时，output
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- group = true 时，group_variables -->
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||
<!-- - assigner: 不需要 -->
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||
- http-request: status_code
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<!-- - tool: data -->
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- code: output_variables
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<!-- - jinja-render: output -->
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# var-aggregator: string/number/boolean
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- 系统变量
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- 会话变量
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- start: variables / sys
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||
- llm: output
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||
- knowledge-retrieval: output
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||
- parameter-extractor: __reason
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||
- memory-read: answer
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||
<!-- - memory-write -->
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||
<!-- - if-else: 不需要 -->
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||
- question-classifier: class_name
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||
- iteration: output
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||
- loop: cycle_vars 当前loop节点的
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||
- var-aggregator
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||
- group = false 时，output
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||
- group = true 时，group_variables
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||
<!-- - assigner: 不需要 -->
|
||
- http-request: body / status_code
|
||
- tool: data
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||
- code: output_variables
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- jinja-render: output
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# assigner
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## variable_selector
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<!-- - 系统变量 -->
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- 会话变量
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<!-- - start: variables / sys -->
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<!-- - llm: output -->
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||
<!-- - knowledge-retrieval: output -->
|
||
<!-- - parameter-extractor: __reason -->
|
||
<!-- - memory-read: answer -->
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||
<!-- - memory-write -->
|
||
<!-- - if-else: 不需要 -->
|
||
<!-- - question-classifier: class_name -->
|
||
<!-- - iteration: output -->
|
||
- loop: cycle_vars 当前loop节点的
|
||
<!-- - var-aggregator
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||
- group = false 时，output
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||
- group = true 时，group_variables -->
|
||
<!-- - assigner: 不需要 -->
|
||
<!-- - http-request: body -->
|
||
<!-- - tool: data -->
|
||
<!-- - code: output_variables -->
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||
<!-- - jinja-render: output -->
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||
## value
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<!-- - 系统变量 -->
|
||
- 会话变量
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||
- start: variables / sys
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||
- llm: output
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||
- knowledge-retrieval: output
|
||
- parameter-extractor: __reason / __is_success
|
||
- memory-read: answer
|
||
<!-- - memory-write -->
|
||
<!-- - if-else: 不需要 -->
|
||
- question-classifier: class_name
|
||
- iteration: output
|
||
- loop: cycle_vars 当前loop节点的
|
||
- var-aggregator
|
||
- group = false 时，output
|
||
- group = true 时，group_variables
|
||
<!-- - assigner: 不需要 -->
|
||
- http-request: body
|
||
- tool: data
|
||
- code: output_variables
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||
- jinja-render: output
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||
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# http-request
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## url/headers/params: string/number
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- 系统变量
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||
- 会话变量
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||
- start: variables / sys
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||
- llm: output
|
||
<!-- - knowledge-retrieval: output -->
|
||
- parameter-extractor: __reason / __is_success
|
||
- memory-read: answer
|
||
<!-- - memory-write -->
|
||
<!-- - if-else: 不需要 -->
|
||
- question-classifier: class_name
|
||
<!-- - iteration: output -->
|
||
- loop: cycle_vars 当前loop节点的
|
||
- var-aggregator
|
||
- group = false 时，output
|
||
- group = true 时，group_variables
|
||
<!-- - assigner: 不需要 -->
|
||
- http-request: body / status_code
|
||
- tool: data
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||
- code: output_variables
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||
- jinja-render: output
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||
## ['body', 'data']
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### body?.content_type = form-data/x-www-form-urlencoded/json/raw: string/number
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### body?.content_type = binary: file/array[file]
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- 系统变量
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||
- 会话变量
|
||
- start: variables / sys
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||
- llm: output
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||
<!-- - knowledge-retrieval: output -->
|
||
- parameter-extractor: __reason / __is_success
|
||
- memory-read: answer
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||
<!-- - memory-write -->
|
||
<!-- - if-else: 不需要 -->
|
||
- question-classifier: class_name
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||
<!-- - iteration: output -->
|
||
- loop: cycle_vars 当前loop节点的
|
||
- var-aggregator
|
||
- group = false 时，output
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||
- group = true 时，group_variables
|
||
<!-- - assigner: 不需要 -->
|
||
- http-request: body / status_code
|
||
- tool: data
|
||
- code: output_variables
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||
- jinja-render: output
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||
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||
# tool: 不需要
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||
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# jinja-render
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## mappingList 输入变量
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||
- 系统变量
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||
- 会话变量
|
||
- start: variables / sys
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||
- llm: output
|
||
- knowledge-retrieval: output
|
||
- parameter-extractor: __reason / __is_success
|
||
- memory-read: answer
|
||
<!-- - memory-write -->
|
||
<!-- - if-else: 不需要 -->
|
||
- question-classifier: class_name
|
||
- iteration: output
|
||
- loop: cycle_vars 当前loop节点的
|
||
- var-aggregator
|
||
- group = false 时，output
|
||
- group = true 时，group_variables
|
||
<!-- - assigner: 不需要 -->
|
||
- http-request: body / status_code
|
||
- tool: data
|
||
- code: output_variables
|
||
- jinja-render: output
|
||
|
||
# code
|
||
## input_variables
|
||
- 系统变量
|
||
- 会话变量
|
||
- start: variables / sys
|
||
- llm: output
|
||
- knowledge-retrieval: output
|
||
- parameter-extractor: __reason / __is_success
|
||
- memory-read: answer
|
||
<!-- - memory-write -->
|
||
<!-- - if-else: 不需要 -->
|
||
- question-classifier: class_name
|
||
- iteration: output
|
||
- loop: cycle_vars 当前loop节点的
|
||
- var-aggregator
|
||
- group = false 时，output
|
||
- group = true 时，group_variables
|
||
<!-- - assigner: 不需要 -->
|
||
- http-request: body / status_code
|
||
- tool: data
|
||
- jinja-render: output
|
||
- code: output_variables
|
||
- code: output_variables
|
||
|
||
|
||
# 迭代子节点
|
||
- llm
|
||
- if-else
|
||
- parameter-extractor && prompt
|
||
- var-aggregator
|
||
- assigner
|
||
- http-request && body.content_type !== 'binary'
|
||
- tool
|
||
- jinja-render
|
||
- iteration: item / index
|
||
|
||
- knowledge-retrieval
|
||
- parameter-extractor && !prompt
|
||
- memory-read
|
||
- memory-write
|
||
- question-classifier
|
||
- iteration的输入变量是array[string]时，可选item
|
||
|
||
- iteration
|
||
- loop
|
||
- 不可添加此类节点
|
||
|
||
# 循环子节点
|
||
- llm
|
||
- knowledge-retrieval
|
||
- parameter-extractor
|
||
- memory-read
|
||
- memory-write
|
||
- if-else
|
||
- question-classifier
|
||
- var-aggregator
|
||
- assigner
|
||
- http-request
|
||
- tool
|
||
- jinja-render
|
||
- loop: cycle_vars
|
||
|
||
- iteration
|
||
- loop
|
||
- 不可添加此类节点
|
||
|
||
|
||
|
||
# TODO
|
||
|
||
## 需要后端支持的需求
|
||
1. 集群调试：对话过程数据输出【需后端】
|
||
<!-- 2. 中断流式输出【需后端，不做】 -->
|
||
3. 应用调试、分享增加变量配置【需后端】
|
||
4. 应用导入导出，导出已完成，导入【需后端】
|
||
6. 单个节点的运行【需后端】
|
||
7. 列表 节点的配置【需后端】
|
||
9. 对话支持附件（非图片）【需后端】
|
||
|
||
## 前端需求
|
||
1. 工作流整理布局、历史撤销、回退
|
||
2. 问题分类节点，分类中英文
|
||
3. 感知记忆：文本类型增加片段展示
|
||
- variableConfig
|
||
4. 工作流UI
|
||
<!-- - LLM节点 的模型参数，仅在有选模型时显示 -->
|
||
<!-- - 条件分支 -->
|
||
<!-- - 循环节点-循环终止条件 -->
|
||
- 变量聚合器
|
||
7. 记忆萃取
|
||
- 本体场景不可编辑
|
||
- rb:truncate
|
||
- 注释翻译
|
||
- RbCard
|
||
- src/views/KnowledgeBase/index.tsx
|
||
- src/components/Upload/UploadFiles.tsx
|
||
- src/components/Chat
|
||
|
||
|
||
# 分支
|
||
|
||
## 0.2.6
|
||
- feature/workflow_import_zy
|
||
- 工作流导入 | 导出
|
||
- input_type: Constant / Variable 统一成小写
|
||
- 结束节点内容被覆写
|
||
- 增加未知节点
|
||
- http 节点
|
||
- 变量下拉列表替换成编辑器
|
||
- body form-data file时，值支持选择sys.files
|
||
- feature/form_zy
|
||
- 表单校验规则
|
||
- 流式输出时，向上滚动后，自动滚动到最底部的效果失效
|
||
- 应用 API URL更新
|
||
- feature/memory_zy
|
||
- 记忆萃取增加剪枝
|
||
|
||
## 20260212
|
||
1. A2A 协议适配
|
||
2. 日志跟踪系统
|
||
3. Agent、集群、工作流共享
|
||
4. 试运行、分享会话支持文件(包含语言、其他附件)【待联调】
|
||
2. 导入 Agent、工作流 - 合并到应用管理创建方式
|
||
|
||
|
||
a7da914dcbb80186b9aaf9ac4d21a9881e60ecb5
|
||
e115353811b34de2fd359962860fdafe87fef503 |