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@ -85,3 +85,55 @@ data: {"type":"progress","data":"Step 1 / Budget used 10%"}
data: {"type":"progress","data":"Step 2 / Budget used 25%"}
data: {"type":"answer","data":{"action":"answer","answer":"Paris is the capital of France","references":[]}}
```
## How Does it Work?
Not sure a flowchart helps, but here it is:
```mermaid
flowchart TD
Start([Start]) --> Init[Initialize context & variables]
Init --> CheckBudget{Token budget<br/>exceeded?}
CheckBudget -->|No| GetQuestion[Get current question<br/>from gaps]
CheckBudget -->|Yes| BeastMode[Enter Beast Mode]
GetQuestion --> GenPrompt[Generate prompt]
GenPrompt --> ModelGen[Generate response<br/>using Gemini]
ModelGen --> ActionCheck{Check action<br/>type}
ActionCheck -->|answer| AnswerCheck{Is original<br/>question?}
AnswerCheck -->|Yes| EvalAnswer[Evaluate answer]
EvalAnswer --> IsGoodAnswer{Is answer<br/>definitive?}
IsGoodAnswer -->|Yes| HasRefs{Has<br/>references?}
HasRefs -->|Yes| End([End])
HasRefs -->|No| GetQuestion
IsGoodAnswer -->|No| StoreBad[Store bad attempt<br/>Reset context]
StoreBad --> GetQuestion
AnswerCheck -->|No| StoreKnowledge[Store as intermediate<br/>knowledge]
StoreKnowledge --> GetQuestion
ActionCheck -->|reflect| ProcessQuestions[Process new<br/>sub-questions]
ProcessQuestions --> DedupQuestions{New unique<br/>questions?}
DedupQuestions -->|Yes| AddGaps[Add to gaps queue]
DedupQuestions -->|No| DisableReflect[Disable reflect<br/>for next step]
AddGaps --> GetQuestion
DisableReflect --> GetQuestion
ActionCheck -->|search| SearchQuery[Execute search]
SearchQuery --> NewURLs{New URLs<br/>found?}
NewURLs -->|Yes| StoreURLs[Store URLs for<br/>future visits]
NewURLs -->|No| DisableSearch[Disable search<br/>for next step]
StoreURLs --> GetQuestion
DisableSearch --> GetQuestion
ActionCheck -->|visit| VisitURLs[Visit URLs]
VisitURLs --> NewContent{New content<br/>found?}
NewContent -->|Yes| StoreContent[Store content as<br/>knowledge]
NewContent -->|No| DisableVisit[Disable visit<br/>for next step]
StoreContent --> GetQuestion
DisableVisit --> GetQuestion
BeastMode --> FinalAnswer[Generate final answer] --> End
```