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Han Xiao
2025-02-02 22:08:42 +08:00
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@@ -62,73 +62,6 @@ data: {"type":"progress","data":"Step 1 / Budget used 10%"}
data: {"type":"progress","data":"Step 2 / Budget used 25%"} data: {"type":"progress","data":"Step 2 / Budget used 25%"}
data: {"type":"answer","data":{"action":"answer","answer":"Paris is the capital of France","references":[]}} data: {"type":"answer","data":{"action":"answer","answer":"Paris is the capital of France","references":[]}}
``` ```
```
```mermaid
flowchart TD
subgraph Inputs[System Inputs]
OrigQuestion[Original Question]
TokenBudget[Token Budget]
end
subgraph States[Global States]
direction TB
GapQueue[Question Queue]
ContextStore[Action History]
BadStore[Failed Attempts]
QuestionStore[Question History]
KeywordStore[Keyword History]
KnowledgeStore[Knowledge Base]
URLStore[URL Map]
end
subgraph Outputs[System Outputs]
FinalAnswer[Answer]
end
TokenBudget -->|check| End[System End]
OrigQuestion -->|initialize| GapQueue
GapQueue -->|pop| NextQ[Question]
NextQ -->|generate| AIResponse[Response]
AIResponse -->|analyze| ActionType{Action Type}
ActionType -->|is search| SearchOp[Search Results]
SearchOp -->|store| ContextStore
SearchOp -->|add| KeywordStore
SearchOp -->|update| URLStore
SearchOp -->|continue| TokenBudget
ActionType -->|is visit| URLData[URL Content]
URLData -->|store| ContextStore
URLStore -->|provide| URLData
URLData -->|continue| TokenBudget
ActionType -->|is reflect| NewQuestions[Questions]
NewQuestions -->|check against| QuestionStore
NewQuestions -->|filter| UniqueQuestions[Unique Questions]
UniqueQuestions -->|push to| GapQueue
UniqueQuestions -->|add to| QuestionStore
UniqueQuestions -->|continue| TokenBudget
ActionType -->|is answer| AnswerCheck{Original Question}
AnswerCheck -->|compare with| OrigQuestion
AnswerCheck -->|is not| ContextStore
AnswerCheck -->|store valid| KnowledgeStore
ContextStore -->|continue| TokenBudget
AnswerCheck -->|is| Evaluation[Answer Quality]
Evaluation -->|check| ValidCheck{Quality}
ValidCheck -->|passes| FinalAnswer
FinalAnswer -->|return| End
ValidCheck -->|fails| BadStore
ValidCheck -->|fails and clear| ContextStore
classDef state fill:#e1f5fe,stroke:#01579b
classDef input fill:#e8f5e9,stroke:#2e7d32
classDef output fill:#fce4ec,stroke:#c2185b
class GapQueue,ContextStore,BadStore,QuestionStore,KeywordStore,KnowledgeStore,URLStore state class GapQueue,ContextStore,BadStore,QuestionStore,KeywordStore,KnowledgeStore,URLStore state
class OrigQuestion,TokenBudget input class OrigQuestion,TokenBudget input
class FinalAnswer output class FinalAnswer output