diff --git a/README.md b/README.md
index 532de9f..ad532fc 100644
--- a/README.md
+++ b/README.md
@@ -62,73 +62,6 @@ 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":[]}}
 ```
-
-```
-
-```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 OrigQuestion,TokenBudget input
     class FinalAnswer output