From 1634dfcdc5ce66e84d005afdf5301ff9f58a1d4e Mon Sep 17 00:00:00 2001
From: Mahesh Kommareddi <em@blndin.com>
Date: Wed, 17 Jul 2024 05:14:00 -0400
Subject: [PATCH] Was using wrong field in BedrockAPI to retrieve generated
 results. Working finally.

---
 src/main/java/com/ioa/IoASystem.java          |  26 ++++++++--------
 .../ioa/conversation/ConversationManager.java |   7 +++++
 .../com/ioa/model/BedrockLanguageModel.java   |  29 +++++++++++++++---
 src/main/java/com/ioa/task/TaskManager.java   |  27 +++++++++++++---
 src/main/java/com/ioa/util/TreeOfThought.java |  29 ++++++++++++++++++
 target/classes/com/ioa/IoASystem.class        | Bin 13447 -> 12332 bytes
 .../conversation/ConversationManager.class    | Bin 4009 -> 4700 bytes
 .../com/ioa/model/BedrockLanguageModel.class  | Bin 5823 -> 7103 bytes
 target/classes/com/ioa/task/TaskManager.class | Bin 4546 -> 5390 bytes
 .../classes/com/ioa/util/TreeOfThought.class  | Bin 4404 -> 5760 bytes
 10 files changed, 97 insertions(+), 21 deletions(-)

diff --git a/src/main/java/com/ioa/IoASystem.java b/src/main/java/com/ioa/IoASystem.java
index e8aa11b..5d7bee4 100644
--- a/src/main/java/com/ioa/IoASystem.java
+++ b/src/main/java/com/ioa/IoASystem.java
@@ -176,23 +176,23 @@ public class IoASystem {
             
             new Task("task7", "Organize an international tech conference with virtual and in-person components", 
                 Arrays.asList("event planning", "tech expertise", "marketing", "travel coordination", "content creation"), 
-                Arrays.asList("scheduleAppointment", "webSearch", "bookTravel", "getWeather", "findRestaurants", "getNewsUpdates")),
+                Arrays.asList("scheduleAppointment", "webSearch", "bookTravel", "getWeather", "findRestaurants", "getNewsUpdates"))//,
         
-            new Task("task8", "Develop and launch a multi-lingual mobile app for sustainable tourism", 
-                Arrays.asList("software development", "travel", "language expertise", "environmental science", "user experience design"), 
-                Arrays.asList("webSearch", "translate", "getWeather", "findRestaurants", "getNewsUpdates", "compareProductPrices")),
+            // new Task("task8", "Develop and launch a multi-lingual mobile app for sustainable tourism", 
+            //     Arrays.asList("software development", "travel", "language expertise", "environmental science", "user experience design"), 
+            //     Arrays.asList("webSearch", "translate", "getWeather", "findRestaurants", "getNewsUpdates", "compareProductPrices")),
         
-            new Task("task9", "Create a comprehensive health and wellness program for a large corporation, including mental health support", 
-                Arrays.asList("health", "nutrition", "psychology", "corporate wellness", "data analysis"), 
-                Arrays.asList("findFitnessClasses", "getRecipe", "setReminder", "getWeather", "scheduleAppointment", "getFinancialAdvice")),
+            // new Task("task9", "Create a comprehensive health and wellness program for a large corporation, including mental health support", 
+            //     Arrays.asList("health", "nutrition", "psychology", "corporate wellness", "data analysis"), 
+            //     Arrays.asList("findFitnessClasses", "getRecipe", "setReminder", "getWeather", "scheduleAppointment", "getFinancialAdvice")),
         
-            new Task("task10", "Plan and execute a global product launch campaign for a revolutionary eco-friendly technology", 
-                Arrays.asList("marketing", "environmental science", "international business", "public relations", "social media"), 
-                Arrays.asList("webSearch", "getNewsUpdates", "scheduleAppointment", "translate", "compareProductPrices", "bookTravel")),
+            // new Task("task10", "Plan and execute a global product launch campaign for a revolutionary eco-friendly technology", 
+            //     Arrays.asList("marketing", "environmental science", "international business", "public relations", "social media"), 
+            //     Arrays.asList("webSearch", "getNewsUpdates", "scheduleAppointment", "translate", "compareProductPrices", "bookTravel")),
         
-            new Task("task11", "Design and implement a smart city initiative focusing on transportation, energy, and public safety", 
-                Arrays.asList("urban planning", "environmental science", "data analysis", "public policy", "technology integration"), 
-                Arrays.asList("webSearch", "getWeather", "calculateDistance", "getNewsUpdates", "getFinancialAdvice", "findHomeServices"))
+            // new Task("task11", "Design and implement a smart city initiative focusing on transportation, energy, and public safety", 
+            //     Arrays.asList("urban planning", "environmental science", "data analysis", "public policy", "technology integration"), 
+            //     Arrays.asList("webSearch", "getWeather", "calculateDistance", "getNewsUpdates", "getFinancialAdvice", "findHomeServices"))
         
         );
     
diff --git a/src/main/java/com/ioa/conversation/ConversationManager.java b/src/main/java/com/ioa/conversation/ConversationManager.java
index 421e38f..7228efe 100644
--- a/src/main/java/com/ioa/conversation/ConversationManager.java
+++ b/src/main/java/com/ioa/conversation/ConversationManager.java
@@ -44,9 +44,16 @@ public class ConversationManager {
     }
 
     public void postMessage(String conversationId, String senderId, String content) {
+        System.out.println("DEBUG: Posting message - ConversationId: " + conversationId + ", SenderId: " + senderId + ", Content: " + content);
         ConversationFSM conversation = conversations.get(conversationId);
         if (conversation != null) {
+            if (content == null) {
+                System.out.println("WARNING: Attempting to post null content message");
+                return;
+            }
             conversation.postMessage(new Message(conversationId, senderId, content));
+        } else {
+            System.out.println("WARNING: Conversation not found for id: " + conversationId);
         }
     }
     
diff --git a/src/main/java/com/ioa/model/BedrockLanguageModel.java b/src/main/java/com/ioa/model/BedrockLanguageModel.java
index f85bab5..3b3fc30 100644
--- a/src/main/java/com/ioa/model/BedrockLanguageModel.java
+++ b/src/main/java/com/ioa/model/BedrockLanguageModel.java
@@ -10,6 +10,8 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.databind.node.ObjectNode;
 import com.fasterxml.jackson.databind.node.ArrayNode;
 
+import com.fasterxml.jackson.databind.JsonNode;
+
 import org.springframework.stereotype.Component;
 
 import java.nio.file.Files;
@@ -32,6 +34,7 @@ public class BedrockLanguageModel {
     }
 
     public String generate(String prompt, String imagePath) {
+        System.out.println("DEBUG: Generating response for prompt: " + prompt);
         try {
             ObjectNode requestBody = objectMapper.createObjectNode();
             requestBody.put("anthropic_version", "bedrock-2023-05-31");
@@ -39,7 +42,7 @@ public class BedrockLanguageModel {
             ObjectNode message = messages.addObject();
             message.put("role", "user");
             requestBody.put("max_tokens", 20000);
-            requestBody.put("temperature", 0.4);
+            requestBody.put("temperature", 0.7);
             requestBody.put("top_p", 0.9);
 
             ArrayNode content = message.putArray("content");
@@ -71,12 +74,30 @@ public class BedrockLanguageModel {
 
             InvokeModelResponse response = bedrockClient.invokeModel(invokeRequest);
             String responseBody = response.body().asUtf8String();
+            System.out.println("DEBUG: Raw response from Bedrock: " + responseBody);
 
-            ObjectNode responseJson = (ObjectNode) objectMapper.readTree(responseBody);
-            return responseJson.path("content").get(0).path("text").asText();
+            JsonNode responseJson = objectMapper.readTree(responseBody);
+            JsonNode contentArray = responseJson.path("content");
+            
+            if (contentArray.isArray() && contentArray.size() > 0) {
+                JsonNode firstContent = contentArray.get(0);
+                String generatedText = firstContent.path("text").asText();
 
+                if (generatedText.isEmpty()) {
+                    System.out.println("WARNING: Generated text is empty. Full response: " + responseBody);
+                    return "No response generated";
+                }
+
+                System.out.println("DEBUG: Generated text: " + generatedText);
+                return generatedText;
+            } else {
+                System.out.println("WARNING: Unexpected response format. Full response: " + responseBody);
+                return "Unexpected response format";
+            }
         } catch (Exception e) {
-            throw new RuntimeException("Error generating text with Bedrock", e);
+            System.out.println("ERROR: Failed to generate text with Bedrock: " + e.getMessage());
+            e.printStackTrace();
+            return "Error: " + e.getMessage();
         }
     }
 }
\ No newline at end of file
diff --git a/src/main/java/com/ioa/task/TaskManager.java b/src/main/java/com/ioa/task/TaskManager.java
index f4b7d07..705ccd4 100644
--- a/src/main/java/com/ioa/task/TaskManager.java
+++ b/src/main/java/com/ioa/task/TaskManager.java
@@ -37,29 +37,48 @@ public class TaskManager {
         Task task = tasks.get(taskId);
         AgentInfo agent = task.getAssignedAgent();
         
+        System.out.println("DEBUG: Executing task: " + taskId + " for agent: " + agent.getId());
+        
         conversationManager.postMessage(conversationId, agent.getId(), "Starting task: " + task.getDescription());
         
         String executionPlanningTask = "Plan the execution of this task: " + task.getDescription() + 
                                        "\nAssigned agent capabilities: " + agent.getCapabilities() +
                                        "\nAvailable tools: " + agent.getTools();
         
+        System.out.println("DEBUG: Generating execution plan for task: " + taskId);
         Map<String, Object> reasoningResult = treeOfThought.reason(executionPlanningTask, 3, 2);
-        String reasoning = (String) reasoningResult.get("reasoning"); // Assuming the reasoning is stored under the key "reasoning"
+        String reasoning = (String) reasoningResult.get("reasoning");
+        
+        System.out.println("DEBUG: Execution plan generated: " + reasoning);
+        
+        if (reasoning == null || reasoning.isEmpty()) {
+            System.out.println("WARNING: Empty execution plan generated for task: " + taskId);
+            reasoning = "No execution plan generated.";
+        }
         
         conversationManager.postMessage(conversationId, agent.getId(), "Task execution plan:\n" + reasoning);
         
         String executionPrompt = "Based on this execution plan:\n" + reasoning + 
                                  "\nExecute the task using the available tools and provide the result.";
         Map<String, Object> executionResult = treeOfThought.reason(executionPrompt, 1, 1);
-        String response = (String) executionResult.get("response"); // Assuming the response is stored under the key "response"
+        String response = (String) executionResult.get("response");
+        
+        if (response == null || response.isEmpty()) {
+            System.out.println("WARNING: Empty response generated for task execution: " + taskId);
+            response = "No response generated.";
+        }
         
         String result = executeToolsFromResponse(response, agent);
         
         task.setResult(result);
         
-        conversationManager.postMessage(conversationId, agent.getId(), "Task result: " + result);
+        if (result != null && !result.isEmpty()) {
+            conversationManager.postMessage(conversationId, agent.getId(), "Task result: " + result);
+        } else {
+            conversationManager.postMessage(conversationId, agent.getId(), "Task completed, but no result was generated.");
+        }
     }
-
+    
     private String executeToolsFromResponse(String response, AgentInfo agent) {
         StringBuilder result = new StringBuilder();
         for (String tool : agent.getTools()) {
diff --git a/src/main/java/com/ioa/util/TreeOfThought.java b/src/main/java/com/ioa/util/TreeOfThought.java
index bc137e4..b9be837 100644
--- a/src/main/java/com/ioa/util/TreeOfThought.java
+++ b/src/main/java/com/ioa/util/TreeOfThought.java
@@ -17,8 +17,11 @@ public class TreeOfThought {
     }
 
     public Map<String, Object> reason(String task, int depth, int branches) {
+        System.out.println("DEBUG: Starting reasoning process for task: " + task);
         Map<String, Object> treeData = exploreThought(task, depth, branches, "Root");
         webSocketService.sendUpdate("tree_of_thought", treeData);
+        String reasoning = formatReasoning(treeData);
+        System.out.println("DEBUG: Reasoning result: " + reasoning);
         return treeData;
     }
 
@@ -67,4 +70,30 @@ public class TreeOfThought {
                         "\nPath: " + path + "\nEvaluations:\n" + childEvaluations;
         return model.generate(prompt, null);
     }
+
+    private String formatReasoning(Map<String, Object> treeData) {
+        StringBuilder sb = new StringBuilder();
+        formatNode(treeData, sb, 0);
+        return sb.toString();
+    }
+
+    private void formatNode(Map<String, Object> node, StringBuilder sb, int depth) {
+        String indent = "  ".repeat(depth);
+        sb.append(indent).append(node.get("name")).append("\n");
+        
+        if (node.containsKey("evaluation")) {
+            sb.append(indent).append("Evaluation: ").append(node.get("evaluation")).append("\n");
+        }
+        
+        if (node.containsKey("conclusion")) {
+            sb.append(indent).append("Conclusion: ").append(node.get("conclusion")).append("\n");
+        }
+        
+        if (node.containsKey("children")) {
+            List<Map<String, Object>> children = (List<Map<String, Object>>) node.get("children");
+            for (Map<String, Object> child : children) {
+                formatNode(child, sb, depth + 1);
+            }
+        }
+    }
 }
\ No newline at end of file
diff --git a/target/classes/com/ioa/IoASystem.class b/target/classes/com/ioa/IoASystem.class
index 2a4f41c6719f5f0fef562ad73b6ba1e07e6e646c..6a0836cc5dcb82a84184cb2a1419cbb7c5a6ccef 100644
GIT binary patch
delta 2903
zcmb7G33yaj6+Zvm$-J32cQTX7`q)efNl4hC4LB{3vJ^3~jjTnhFioZ~EJ>Id2(8u_
zY)b{P=o8!0O%$7Ii!=d;Bq&Qotxzo37E+~Es+5*0luAJmNYA|qB<-i4pYwh1zH`q#
z_dol2vnu-BJagZbww*+DGu~@5i&A|iy-g<!dPmZ`bkZJ>7V<FT?~?vOr|kJ@eI>n5
zXAJs4(m&~}y)La%(m6VB(7z;Ipo?}#T8X4fblIRQk~%>4&A|c>U4lbGz-iY8bG<GY
z2HX-JnD%4A8(dPthgAD;aIh;Nk%pk{PM_?_K&F8#iEMjTdV$N5=!M?)%Jk8$z7qZL
zDSKD?=$Qd8okM?#JP^o;#wRbSP26pgM7~4;QbEDWSR|Z?OsuJ19*M=niD*r=Ivyxd
zL>ob=;i{^Na4Zq6jMj#$69xu>^6b*gOnY92e<))Qkr+y+K+bsdo`{KJ440IG5zH7k
zwP;q592h0(UR=+9+UwFY?52zcZwW>l7$fm%gzT}I3%voQaje8RjJKOJr>0KCBm<Kr
zZow2#U#+b^%WW5A4Rse|s>EkeX5W!D9G|n-X5~#P$88c7<O2C?W6|ow^hCIF(TrHQ
zGNNFoNlZr&lsP|==;`FNNPOAiM39^axG~E<n^ilz1h-4fQ9$naf@O)Sn!4%~&bs>D
z<iSLIN#e`OB4hgGiMQQ4X}T9Bm?sfN87L603r7<(BC#dWY8^y%SSeA3h`l4bu<v|{
z1uEPrY{t|olh$B<kmIySWplCJkv)D&wL}dfplp_y7FoJ18jDm-4A+M5j4qBQqLH{s
z?N}-iQ!;@bGBavw7VE==#4;?m@6Rc5t&q4I_t<-K3j2Ij;$Dmgc_S+#mCF*58R7UM
zm8N=$uWxl)4}0)y`|<v(d+i6Mn-#H|%1AsOt)8EoV7X8(+&EyD=4Ic0(4;yXlGuY6
z+;|0Kl}8eV@!Yza*rME;>fFSFNcWA`xNMY~+?bBBMmYi!m<zuPubcQI{$${&a{Uc^
zOWs~T{%qneIA-82iNE4+TUQPUA_XTv`F0>b+kQUZ@4&nEp8WA>uu+gzxRNvC;(8_;
zhHvmHHJyU{a6j*W2e68@HQ3_{de7>X9i?S+NwAFBC99|h@lAc-#A>YJdi@rkGdk8X
z)VG=TI5g-(dR>im8hXpepvU|d=<ndWUC<A}{$J4F!+I8JuyYH0kLtF1Y!45+tnO(c
z+xdMwtnXD9_MXyxZ^Hj?5@S7rM>W>L!hZD%%OvIe6n>X!ym1^EBHy*>`LF?xX%~HL
z$KzVs$MLsylzlp)PQESh1fJx2?-5(p_7r}gv@zl$GBmP(2j$KgG<b;RwCp7V%}BRD
z6+QI(uj%)*#ZPMeeyCt8YyH|Lm1V!S$*C!o+fVA>h#zWij}Gkj#coYAwWjMy^?pxJ
zuWI_wo+|CmPx!Y1KhpR!iw<F>U06J2gsRpoZRPGRAKcW^8N-j=^<Wcz%n@p^pDHe%
zu59B;#cM6cX(^>sjB+U6Bf}P+MkAja6vQ+52}dNI=h#oV9~?}tq6ZZgmvuAuN{~og
z-r8qSg@eB~ONPv@Z=v-ePYWGS(t9m*I%Ha&R{9VW@><?j`ZwrNxS0Y#yQw`Sn~`G4
zB)o0#6D5&8MD21yKE?O7pidieHQ(~J;yTa<+G)9y7!XQjhQ{?<{!U!#%@pc2@S0G-
za$BiZAc?}pj$=DeJVyZx25rZ%kpJr4fEDPvTf|hSO>07FmT5^VjjJZr^0#3mQ7dk6
z(Co&JS2Sp+xi>1aZnFFtC~d}sBtA2{k<3t_Ug^A5$tCgmP(Zm6Xu}NcLnA47(=n6%
zY`k*TGFvg5ho6~&FErzhR?Ky>e_qAD6ReJW9JH=Y6FJ0su~BS7xi}(Diw{uF1;VLB
zFS><OwVYE?$7x()KQer6{WJ80V>7+zXrX<MBedUff?jf*rUQ-+dRchrkO<JLVi>(9
z#?WDLBfT!l=%`poZ-@puA?~A-Vm+M_8|jSLM5o2m^uBnO&WdgHq1Z#`#9lft4$uX0
zkS>WMbVZz?4sjZSErK`;hqwf1y{@Hwl)*|ocoxr5fZ?+>mBxT6*o>bsFF;M$g6Aof
z4OosQG?Smz_^_3E0XFzeY{SpV$1a>h65C0Nv*gxyy{hW2_AOJLRVu|9-NE$^$`Qx0
z5iLA8@<lt3hE^{4kz&7Y;S?G#cIvU>qH@us8^)kH99z}aZpUU+pp6xK94(lP9ry*0
z^<Q#~xz)Oi+Q~+BO6_6?ck|gQ@^v`&kTj^yAp3=p*={;#pv0g{_OX$9^;b6rwHr*+
zLwrDVk*>Q;IR=V(caet8HBj!lKsgu4eUTjfCh*o1Fx5x0v)}k{p^JNxsB8zd&nZsg
zu0cse+pv&`H(q|0@Kd{;-U_8yDSQ?mY^5YoH`p4%ue*jM@fFLN#Me||xin?Dc5z`b
z;utFBwUj34x8V7*ZPcK8HDA<>?oV0x6~|xAuri$qCYVy0Ro~4r9bko1rt_($Wtq;W
zQwPUGj`LJ%V6TU3_BVX!z;CY&s2910f5*IH9x?6g=svx^gg2>3;P-f$AI1KIUSHMg
QVI1cRCUf7$J2*+!M|N3jLI3~&

delta 3971
zcmb7G3v?9a6~5o>%<g0}o89atz!r%kghxUkqJp?ZP<a_+6-|Ujt7Nhnl9hciyBmnD
zU2S{BSBpBeK3ZwDt<+*$0lS1y@!8e_YN;=*V%63+Dk^W3^!~F;Ku>#mnsYMyKkohR
zcfbF?cjo@~<uUK(!~L6x=uD}4jkm5MuhLr}C2M3BPgUt1(Ck@ej~P#;btBoS$BkSv
z+N~RUA{WobCd6aOuAC9q6RD0^+|-S9T3?j1^h_?3HDXDlgV(aDoE6I?RC*6ol}Rni
zE;TGu?<`^_%w$%jouFXc5J+97o;R1JO)DGAm@0h;sy357F)Ni6mK-P(jhV?PZ|wpN
z$z@DScg&qd2F=8}k}7>t;(wY-yFrU*TBea@a(XnCNLyyNnasp`OugGQ;#p3Gvs!A#
z<4H4<(bHBc-(?vICkunKwU|*fWu;S=k&UI24SFmYjpsT!ZN0>(1e3|7*@%<b3-YEj
zz0vMeJk`~!(tb|v2!c5nNu`4zU#F2Zn1B)Q&BQV)eFk!8^DO+N6ID74x^y0^;t({K
znbDk+LsvZ2!8$O}&RjHm<UFEAB5iQ)CEk|VlZxjAVZ-Xx&1h=EB8w&JjQ8qUGuoXj
zQUkGuv1Hb?l1_3A+mXxUV?qfP5-5<)b;M&)-7@2j0k6t}qF^{lg&Wi{%aPpS7)zw%
zrVxdd&Lj*gt4CwmUKT8tjj=l`z9<#VWrTF8q@J~mWJV}f($!3wR#$I>ZshqqN^vvB
zA~V~oLIqXitPa*9&4MHuL4}v)E19KJOp?tsPUmQP95`$8Sqc?YRB$$nV#&_4Qwg)h
zw0dGuGvh@7l^z5&gir;lyxiz98sm0T#iYr+GepBs3<HIDH5M0Fd7hPGuT09yfL!D1
zn!NZ5hI??Fh7qU%)!0VO2zzVAObt3t@L;5dQK+?t`=@9agRvfr(@=+c`%?dyGG1uV
zFaZ<o8~u9uiJ0WUNg7VZDfW8*WH&pUimCP|{swnM!&foQt_{pCn~oVCoT1@N+X{?v
zbCg+_ZLbWR>Yl6NY&6*~2TnacQqHl@)$ldcgFLa!>_j@->m?26YnaE7lPbd_F4WLM
zceA8MXXiXVrdTwVHj-HnE&`3>9IEYaRr<#>&H@cz7YfLk*cGN1t+-et1()!`xTd=K
zL6UH(Mpxo8yHI(1MLP@+Iy6Ml394n7TKlTt%<_l`-ld@%G5hIYQ$+$v4^kS^SOOa1
zM2m!`sIACo$RcMi3!R9i_I;sIwLR$7a0T%t^QSF7%a*JWUEFFJQBy#EOT(3{%dXII
zazw>dcAzS~pdH`Q@Ll1dX1a6P&eYPR!hKErO)EnJ%Qajp!g^X}&piLUSuN#g$MqU+
zK#nhmvDAoVTTLs$ZA)AkvH5)sKfnt6#j3IT%^GgORPHNXX11x*OE=)=Ad7LUIG!JY
zrrKu)LiT_!XtxHc%4j=o*Kh~BwpZ7T`mu(eU<HR@*9*-hxtL{kwx&|?jF;_JYWOLB
zX5U>s#eI*4pW_$yj_R?;-K$|0VxaO;-M4bZi37M#!>`xrLvAa>M|R)w*U#9)*V9|N
zmZGjiWkz(amwkM^b5d5q?Bs$s61)~5x8IF}URsJn8s5iF6`$Kz>opAnY%1`%$}`;4
zg}Vg4;8+O1TXK0NSyDWbn-i5h_7?pKzf|Uxyi&PG(lp5@RjgZiLJ*2n2^wv`HnPTB
zdu}SVIG6TFA$!Nj8Piv@`i<OZz`siUdcqnWNVuP$ZfCI(zu~b~G{A51JDvd#u$>F5
z?TbeZpMTW$WXDz~7u$GCwqmpv>l}YC9>nh%y--BQdWP!bahc?RZg8FtqThku@&)Lr
z{{?y@{!oH`01y2y=uLQ-O;+2}YKNbEl=bPyWLRQ-EJM!r5j^VnU0*wV?oq$9{(nl0
z^%x#^uy)qg<OP<OMDla_x7op)&bkx%2G#T73H;GX(Z@Xg<XHPy|A!oveU73sd%N&w
zJjqx77;QP)U$9w3W5mVeaghBRNpBn9Fd;05^U8V}`2g=7d*1VoVc{QS;b-1YIxPGU
zk_*m$hnYBQzr##+M&g9O%wh|+mRKxg4x;FN8)<Z#t&XX<<fxt(Igw8(?hi)x4MzUY
z`3pAkm$H5WPdOSd8M6)d+cU?`oh0t?5Qp_6C1jQQipqY$w+v6?8P;vJy>V=Pi{KU{
zkyo14TS6hSXc%RVIrlLBifz2_p&<T-XIY^TH@N4xN+cdHr)vckky^(U6yyqPT{m^y
zJPE3OUHyW5o4k>>w*}t}zO6n)E81MacU#)z;JqzvO7Q)bHh1uYmNrlDqn19pHQ+89
zOb`Z9VK7A)oFfb_YiU!1-NI@;y}?@!=EuQLOPB@W(kEQ@2$y}r<$!|;w|!;Z(CIus
zUqD!c5N-$JQ1J5-#AX4(WR&0lLxcc<v9-v{uB@-lGb0aEV30EgK|BH^1Xl=35heuB
zAkF~?r;Ob~C@%sXlOX4&1ZNAjoSTP<wW%Tajv#ZQk+MGc3#jfxIN}YL<u~AXP^3Iu
zz5$~_cR&@R@t{X&dqi7{#;{hv<bIq+RKV#I#O$nyPptd;FsC2qIO}2G1~h~2q)lP9
zfb$|1VnN{g!~P;J4HqK^_l8IytcEMXfdVdAl^=M0BU;;p{d~}Rw6ROcHxLe#eCx!h
z<Xai`hP7}dmtaNM-;Zw)ZNNf_7OWb0)<G@OH3h9jVSg1aUyFDF)`C^!<+vPknJ_Eh
zn~{LX!U*)^+fELvNTeG=p7UIFcz4*l0at^<-YR@=Ew0&s>txQaTrA%R4o5x~tu$Ff
zlDt#iFCRjWGEteMG@*y<iYovSI?ukK;g0+>RFL-2de<oGcQw&Q*D~7VT1gMPw$Wp*
z{q(qNfbNoIdQ$e&W_coQk*CvEc@8}#&!=bPcG@O)(R1=O^t`-+UXX90m*jis75P!x
zA#bO*<(KI_c_)1+@28LDL-djSIqgy;+O3q+9%UHqRff~Pyi!XCl(F=gGLa4|(`i7N
z0~gbT(hNyy;ZI*t<eRCAgOuTUyg&hlAL@)M8BoEC*v@NRv<5HX?^MAAdhjw{AwP%l
zVF#}TnDDE375^X~r?3~V;dRoKW>VQVzn#iO1s~~5JStYarkw5cD2awC)360^aAzK^
zG;;6#C-;t%l#xz%RA`1$?euLoovWx$@9|I@>n%E_D$D!<_%9AzCi^iPZ{jU}Z@$e5
zan~x63gaDSRWy5-GklLXmy>Tm9%i>stWlwR(C)z)`<jWP@<%2f+V0^ot>6u!gLJ~@
zG|Yomo*ksdg&y>{574j!q#h)x<}99;1-#<hqu8|QEpFBxj?yejxxRp##us4s<A+2%
znauyU@&BFNbs|bw;k~;W!b$;mH-v}s&rK5w_+?lw;8)_Bxt)<cqcO}4xvg=0UYwP9
z)s3Vf_<&UwFNJ1DZyxYSoS*n6X?A23ubXD))Wqwi**P`YQJ{>ZeRPHgAC~cL-Nl;{
zJ|67opYZMdl-KIXEpb1_Zs)mIQmM{`{WyUA&cbKT^RReIB>CCF%cFo4l&UEFZx|oC
ABLDyZ

diff --git a/target/classes/com/ioa/conversation/ConversationManager.class b/target/classes/com/ioa/conversation/ConversationManager.class
index b45cbcb33a47ac2acae01b198e0031e1a22c39c8..4de5c4ecfd84c39a11ae9d4e7ec1e20edc27b767 100644
GIT binary patch
delta 1728
zcmbtVSyLQU6#nkaFx}JB43j}t18KI%KG`ZzWRqQXWC(<y;s^~)7`n+!4~k1hV`5z5
z60gP>H7-G8)EJfsf>oAJTBT)`&z3*JN6U)K>1JfG$~Panr|&)YeBXDzb9(yvj$ewU
z@Bdu?8bCeP7p0%=stb*163{H81+5I;6T#V_KOEF1{DHZsp-wZ{^_ans(P>3Oy1zFP
z(u{x+QG?S5e1y~{qa7U#S<}HOwNckbgT`RUn53tu5!8$*Lpwhxmhc`ionIAwaS2`M
z7SJQ37xyxx{|7FEFk`ZWH6kwEVBXMV(DuZEvH=kRhFyd8ecf%{t#wMhK~iT7iYbP!
z%;-@=(PH7SGOBBasu{|(8jS`gQ~^hs4cqxmX9oYv?h^YkC?f^OxYu#F^SF#*+{XtT
zdn6wi9x%%q;pfG&Oc6l_XJ9DM-`wSc4Wlx~pz<q@UQY-o1Wd^YgPh8{a3q5tOc8lb
zO0`GFjDV9eA|MB<%*d}So1ae6x??hCQNiGvP>nt{8VegD9%0BN$7a<?G-!l$P0@5i
z8P{Xln1o6^D&sLc&LD-NEg>xwom9uDFQsM2MV#V?ojGYw%6Q5&(>ZR1mrpspHohwU
z5Et<tLt|5O!%=dnmwYiTO1Pm^DO)Mq#_AMSsRUGQOpPQK6gT~&fQSzm$~Fz(nwZo|
ziX%$M#PPzJ=ER3B65RMm#wEN-%a0{o$0q_lHLd-Op*T5gA#GNlQvEbmB#^*qh+2Z9
zh8~$?xKzq_OWFJnN#MV`8hENCuwh<p&*v8<?>2({T*6H(2w0S{gyrRVS2}a7Fwn$F
zd7fx-r>;-Ms25){<eOXE?#>fV)8N|hG{4JT#Ln;z_g;3E$K5;9o}qmOcDfhh9G>Mj
z+&RK?sGxZ`!+&(|Z#_#99~^Ygg@8Meh3zOp9+G(_W*)@_<l}j~K$%(a;5=R=K88bh
z$--)v%SMt|1$3g2aEs_{iG@{eabzd3fb0a8`SdbgAuJCh3)PMb#3q8>MwURc!sylh
zhodllWRZe)B&kX%v5ct7iK_B{Qw`&oSq^dh1Sh>oK=%?FDk`hiaSyP9cxU-7NEK_S
zvEdt3);V$<-=eVUJIHj**SCVs#T>_1=pUk#RSc|P=o->Ygmv6+=65FL?}Urs{Um=E
z`MsO`+Jl|gi)!qn-ThQ`E&Z|7Stae;kb-k9Rx3!=rhVObm6~ERm4efg-2yY)<FJgB
zV80DN8M)0(mA!`7t#<vES`a6Zz6UEeR8m#>RO3Uy9T;E2<QlXT3?{{9S^^G{*u&)Y
z5fq>SHDrl7CL67--E3{`rnXvKw6uBXjHzf#Yik7A>g^jCu>{R~3gX6s@8Jak+}hp_
zqU<EfE^2R&MYl1{xtnyk2|5qt#8m!ke!P<TvL>3^X3Z?%DPO_dWw^?HPf$-2Wu7Ez
z50QhuAOf0@N?#DOKADouh*<$FPwil-Wbb8K+VB?Mre7x=dWU|m(3MRf*J%B&b$=f>
UXnhs)blsw;M3FDBiZ$f?4a_281^@s6

delta 1197
zcmbtTNl#N@6g^+3S01kqC^9NT84Q#XR0!Ze2=gR}f*?2`N`Wf2Knu<moJRydM{roX
zlEGlW#E_V{Fmd75xb{zIjQ4%i7TLOZ-+a$G_uTuwXS`04KmT6-0H6#n=HzdBy@U!L
zWweEtqe_7h)ePJDcvvQHHd>YJHW?1oDyTy}A2V)?HDfn}simW(wW`rdAWaJPpqc+P
zHmj}JFQH9AI}R`;O_j!Qx2Z6^69*+6Qg9eY_#4y9rlShFk;4$y=k)D!dPfF)W*ldT
zt?;-<ox|R4pUdM;b$fiNy`B+wkH+p)(2G6>+2yTvxn16VXAgruE4$MS7oU+5B2Fq8
zz$uc|E3Wy9A%5Yb6scpIDUWDAW{Bor!@i_N!W3b`gp6?9S8xs2X*VU~0l0*R3LfF{
zLbwvm*fXADv9lRoZz+-7l%ftEK4D2`gM8kS&xZI9OG@4_ou@)iV;a2h(X6ekhz1j@
zSj15r!w7O{9OMORVa*WTSYe<s5fV1ii%m#J5<*y+0W1m07{zIdjDw0ZI4iJ9a86*&
zso7m2EE~PhnA7QProgfbj`*Oi_y86VkMp=dSSn<Js>elAV+Q+$IEkEQ)DwR>()^`!
zbg4&(DvJWMiONn?j{l~rL$#I;aZJKQeFtRN-$Kq=LXi$DaQJr^5)7YUO)$Jic}I>T
z_Z=!1QL|oD9wM*>8?coe$QPmtR>6Y#X9V-lz$J23r%}OAD?P==2qz37C(>7)7&Bp9
z*!?Qf<|lq@gJV?yiA>I2Mk9!H?>t(T&|yS-NLH+%FC?#u$g5)5u#;A0Yy2t>N-GXZ
zE5>CZO(l1=g0Cq}k)(*)T)|Z#s3FSc@0zt9n_X9)N}{YH%4#Z4t)N@&(8M5JVt`JC
z66mUb>K`d<e?_1ub)x40)xL<HX@uFW{fjseNYhEws%ZaR)XF8Wpi~el6s+B789-R7
q2eVK=-k_}xH*t$*6Fs_3^BwxMfJp+ni+l7vp%a--o?;r$k?;p^sJE8@

diff --git a/target/classes/com/ioa/model/BedrockLanguageModel.class b/target/classes/com/ioa/model/BedrockLanguageModel.class
index 04de7eba67b16deea5a248cfea4c3f710b8f54f6..752c35bdd5a273a5e46d42564105293664df94ff 100644
GIT binary patch
delta 2995
zcmaJ@3t&@c75+|}<lZE=Nx3bLY%2uTLJKKnj15SEK%tapftE)V7+%s#8=B_En_Fl%
zW}NQD#wL2Fu6sG1=+x@y*dlZS+jN^Ua8oxGaL%clQ>UAv(}@nxf72CkxIX^>{O5hn
zf6n>u;p)TFeMjCMI0RrG#rl1Zxwd#Q6Hy7Z3T9z8p?IsdO{+<2skWNto{Xh;5(<qj
zi!gkdLrEAlE6qg8YPL*W>#S8-Q%u2JR)>+DT8BR0NX0d4UBYT-C}U|UD?=DxY2WWI
zwbvI9Tj9feERayIU?Ca^B^OXikkZ0LGR0Oa^Jeo7S&VM0ty=3tH5Myaf~EFzt|g<E
z6Na&&cGE~F;+wYVW+q{zWUR0+bB_$HLX(7M1*@@!FxgJK#@IW&LHl~QHeww??$k3G
ztxeDPunHei@L{aCPrI7~8*!C{O$t7OrG#onYPKg}@AL#Bn+Yz{Na`|L8S2XDri?8F
zU#Hf+$uc_hl%uO%SWMV8(g^#wXWF<9f}fL_)=kaoGIdYvwJpw%Flz|bG_x*=m;|?F
zq&KBKu{Vy2pJOt%aX#Wk%F<Jo58ddIaJ7PKu*2RXRro)Ktb~s%xDKDNUz9fZug47%
zZd7m+ZnkI1b^cp$tAt$&Zo}>NPI+EnH$E-lGYV|nK^SE}B#*M+k|SlG<4CNYG{<x&
zdywelj0n%}QgAo!v1fYM%(;)?*<zTTnkD0Yu8DN2O~#iPnK8P|I17H61vmFtdPc@q
zgf_jK-L1xh3ciM~+ef`~1AX|Wgl{SE;~_$Wy=qv4t@&C4{dicyJ_T3e5#l=&=z!m(
zoPC{t_{@InS8za3{DV1I&2IY9kH-{zN8mkLJg%qN)*&30@VJ5}@Fbz!ex<0~KILC2
z_v3pCp2E}iQssuCew6zm;|B_k;92`6<w5^3{7}Mkg5!C6cTu-|2tQWv6TDy-2gV0g
z5Mm;VpDFk`j@xqs%L6Cz3kfeN_$7`LCODPxY`_<Dr8TSFhm-h~f>*GE?<|p-XPR1%
z!2L$SZ}BQ;C6l;X=j2sZEf(nCiF<pU5UE^jYk^4iB>te_k9a`@m08URR8fGKj6ZW9
zG#X)3&!oAh^l+P=5_P1vswhNEg-bB~m2lCTl-`}z<4ifroWC>)e|xXloK~vu7D?ka
z@!=HSR`3tDIu*V)-CCY+2o-J-`YHTN!D)C1L8m91EiK-$+SKB@3J+rYjs#T-Dq9j}
z#^Qb#HA>)ECI$&bLvC^?`;HgSpdw}P4xPl<LG{sWah+jU8Ozkt%XO>WXwAq}PN-Z^
zU$>?q8g9r3%1wV>JmIuybf&Fnm}DAHxO9-aN!xx78?%J#^j6b|cQ}ldgsJQ1H8n17
zJgZpGwuVKah7*}EH>cGzIlQndnH<vM2u|ciIo}^nuaI)65yBNiYX5)!FQj-fAv?Lg
zscA)1G`vttB!yaI=yLOpZRbIHUKmq&X4RXfVY2n0ho<`Ia+)U56+DCKO0N5}<2#Ys
z#?z>V2Q}x9FNeqSLM?6?W)I=c!Ld5lDTYDL{0%J9QmsinQ@+eFI=a%e_U-Pnrt=s?
z1J=HODz85WwPN#DuEN@?b5MgS=4;7hbHdW?C)Dy5iE0TI@ALRVen`Y`)94Ro<+jN?
zZNI8kxf{55|6`YwEX}^lZ`3&Mdf;Mil}mX3l%WKp`F9Me5XLl&<u`B~&M?Oa?l>Sy
zAmW`N9!t|%6Hx&b3XMSFY1UE<(7?l(F=+sEfE?;3K7uJZENZM)m#K|8tXx;EuFat(
z>I!9DIc$i!LvB@5<9UictTCKJ8}n=}MKXsJLmw?gMnKHhB?LW@r_mD0Vf$TJ6)8N3
z?)|uSKRy|i_G4#A%HdN{Iph(Vy&<pqS@rWmGef-hMtvcldawEg2j$DEUlcfh$ge&S
zk{z5QCxs-I+v6Z4b<ZRLh$yOa_-a(%k8ki{+5zk>fcoeGd^^7l6d=U3g9q^40-npy
z5FSTg)XS_BLf!-TegTB>9FFGjqo|(~6!K>W@ZwO4LjD|n8dXAy2=YX<C{&cg%e`n2
z`>*dqEL2pO!)wt%C?GsLk;Ct!!BCL1(2EjB+W_8hl&OE(E6%|Iyy=`nLFeorz*~9x
zU-mXK0|%4+`vCsw;P~(k|MU6Zz+Rr63SC3@;1unkTb+Fu-7R*eh?;p4Q+Ta_f(a-^
zC09)qpC%%LNn8~X{^+UZPmsy{cu&DbOhr2`M;BL9mZ>*#)$GO$^kQZf4{#avp_a>J
z4h|xQXIS)k)Zqjc@LN%j*ZEuMO*G(bEMmipN#>7^;aEmvu$&@TLDR94=AwyKqM2H-
znp&}zl2}JQXrUcgPdl-JcHt`O#U^%NqkFNL`VgnRXyu~Lg5RnU?AbhWksA^trjv*L
zliABDB(XU!`&mX_hJ5U(kKc6}el|6YeB?)f4OWuE5<!&G%~ZtHLR8Rpb|JvM5TP^$
z8Ry1Eit*=4fM14#c$tbBC*eev-{WDz93Sr>l}g~{=x(A?UVR+nwKRgMevVS7k!()k
zSU1ophKe|nG78Z}Y>wOQy{2U7VwT_rW#|%y3aE@PsspYwoMK5rrG#$hZ<U0NQWjzZ
zXW}Uo|1Z&@Nn&M*J_*Mh;G~57UpMd$f@e7J!XZhJ#3kaQ(QLDT#!#4d4-bg3?9Vuc
zBarAaK40pr6*OBMCOC&GXPxA%)y`VOVFMz--MEEj@J;lik7jzj6s1`-2ciE0e?j~Q

delta 1772
zcmYk633wA_8pnTM+GZv*(_javja-EXl_L>&EFh@@L6N(NRs`i)2;HHL&?K9rP}s$=
zE8Zf?=ZW>G_brIVR#vGi>nfhR>bl;n>t4#Pd!GpVPF&G>l5gI;$N&Am$Co{m_r$Dy
zhn{){NT`aP*6vEnBE}SlIF0(Ys=0NiC~A`FLR&7AO|>jv>*eyPOxk3cR>7mg31%3a
z>Tnt}6({Iy<uE<p>ZhB7$=X>8v)#+*ldWFfBEcMoxy;iq1<wjEpvhpN!x=OxV&$l6
zBdnJi;pmx)%3NlRXVNTEN8ZbsELK?U$<F14%xW)P##-WMT&fQnwfcUeVZ?a~yWq8F
zy<D=;k@JGn-nq$tw)<(9`>rd*b#8Q}qN<R|F3$$19eCM)UNKpvFj_L{f|o8>w2?A6
z-(fXtbccDYohD<Db@&cBeYd&HF3@4H)?po;+6m3DH}GA9?>TJb0=+bp2yf#120w7P
zkj;uZT@2OfzEE_?#ZpOOeO79^R2Zb%r6WGG%N?%ZN*%J!o_ducxGIxtPZmtBR#aru
zttQ(<na_0OS|spV30%3p;N?xO_tCsgp&R2yhnv{0yR7NqE^aZn)xqXA#VkD`aP&1R
z>h$N;b$WumB;3s%26sA4;x5I)Z(2XJbLt+w$Qd}LoBJH@_Z{s2ccfWJ+jR4w!$ZD4
zm~3hBvXc1`9yQqEu#?9WBlXVkNd261hS|;I4o^_hgQ_p8?q;NoNw33G?A8xg-)BF~
zGX{Hnk3PL3+-W|-j~t$3uihU%uDo^6JN$$f^uT@#1}E6(@DeXbvDsvy&EgeaHF(XR
z#p}AgU$inhYR+gq+^yGJ`<cZ?-@ea3-f(!6y*|}^voy)z=ZgO4C)Xy&tx2X^$Ia~Y
z3y=ji_=Vz_uMKB*qzkEb?}**xUB!r*xm+e!-|D6P%}S+P>;1;puS*r$>SuW0&ShFw
zTfEKtrb87UD8}evHA9_dxhm_DE7y39qZjLqRdu_bILcMKTz8_<i~H}=k=o&UTkYto
z4^e!i`)cPE_siuQA+3T4l^i1@97KNxGn65Wma~CjOrf4%ibpL0IpciHujK7Zlb9?>
zick2pj|hQ}1*IBPV$9==FL6>+%sttiT4MS+G57Qmv*VSK$`bSARgo%pk$YD0OUv0c
zP4y+t5ubAhu&l(lL`n{z#h1j<^8<s?=UEah(Yl>Q(Tb;O>!H1eeB9_^eZ(kHjGK|5
z4;_kx+>6{xd}NX2eOcU!Snd{gYguKv*Z3+sV!Jw0G|RejoDnf3?z*zVaIYKd3w{-`
z5;w%n9&VN&4ZYkRz`eVdd%t`=5FjG9hkMx-pqD2VeRRb`;(B}})JsnQKY58CmUuR9
z`*0Dv#E<((#GQ!a7NxWoD@wfV=lyAkpY3Sc&D%@ecVbWS-X7^GszFWUEh^YA9lu;=
z1tVo%$5O*_GPC1lHlr9LvucoYDr1=~cXJWrSjKo#Od!vRY!K^aCbC5)c7x39c242}
z8rfOoWOj23dzr?o^1tvFGkBj<Wx%KLDKq&Cr*n|mD#RSspLuFH^My{6n#98LO7zLH
zq$KV){1!t}P3Cv<H6`JAelG|iNjZeiM6x8Q#Ws=TW~vwmM5>?|QG=PqA7pFl)j<9z
z$|_<139CdGlsmqe&qZelxmNyEhCV3!_-7#&5>iqA%HObr+6ewGR$B-T;2#p<2t}KJ
z@-Imu+xXSaiu7;s^ZT0MKTK|wmHw}^bOM3H(h<X8ltEkhlQ39d;Gb|<I$v?bhBC?%
hIVgbvzTl9&gMxWjP({QQ?It!TCFOV1r2@gw{{S?3wj2Ne

diff --git a/target/classes/com/ioa/task/TaskManager.class b/target/classes/com/ioa/task/TaskManager.class
index 1dc76d8466a9aee64bd13e7bccdc8b9673e8b901..88cbcb18cd388644b21841e038ba6e87dca126aa 100644
GIT binary patch
delta 2297
zcmZuy33O9M6upzA`RUJZ3ZKmn98UlXlonbG2k@6ts4Y;Iw$f6z3Z(6)1VR#$Uv`YU
zf{Nm(Ebc3csH}wsSp)>d1rhfRaR*Uc&+#aNZ+<AP=sE5CZ)V=y`{vy@lfB)R_mU5t
zjqd_56u)nj58H+%;|k~!aup0h9z&~{zPY}vfG=2=RlXo<8nYSfp?Z^{-DqpYAId6=
z_=9G-88Ljbb7kbCyM!V9xUHkC5^RBjD^bY3_Rh9}J^5~X8uv@Bb0}^YhD#Wspco?=
z+WZd|gA^9Xfgq9f<VWo7d!%8sf-y*E@YES*p%JZ#_`{|@6jZ@bDwxU`x{KI0g2qEM
zV^J=lLcusx^00lLD<2aSOvEI9+Me#N!qpO{D42?AyqjZ0mwZ$!sKF!#7vWcgLV>6X
z8w`OwonfRnz-4@cBdwhZJ4$8vF;l`U1p!c9I`XNkBR}Wp8w)WcQ#qocpg&lr!XZMd
z5K#~XRZj9pi)M$-1ysqN>626>q11(W44q3tUSqydQ!h^B4O7j%bw<#L_)Md=j|wMB
zRY)Rs5#<*#qTx_5YN&9DscRV8)Aqz{hp5qFrwli)Rd5}y=e{Ig>_!DQiIOKr4Rfp!
ztq+(gk_E)A44D<a=qztdXm&VY5NW2jy595#Em(^4&htfE;7VA=(4j?pn50%+LA^gv
zYeZx$h24!iuw25O3hu%R(oDqi9?tB39QR1LSHXRv9I6FDhYn;Fo8q*g2-RqYFIr;E
zH{IY^rC>GI@D)z4s|pV&cn}ZqMrVfm5j-m4F$Is~34Yo+*0mH*DOiiAd9jq+XC0kT
zl!Nlty)ucoUcqysb6jSKdX+MD;ROaJi%i#V-Xv|Yc~Z(vU(KvBzHo)FI$-cxxtQ;i
z7Z<$8kXBe!FmAZ+ElS7}tn->wDc#Gw(?b!jk7Obi=E4VbVF)B*5`I&N3m@?^_r%yI
zRNwP3!xOTKpo;_-aOa_2_>7_Jzls0T7Z&U141LEB9a~adB2pBsbula@*e=mXR>Bt;
zzToTJo!D3WfV*zmHw*(VLTPHUX4NljZ)UJk_>SbYny0DcEY*pVGQP(t2|tMY^CK@)
zjyis(TJpt8nq9)Lyfh_G+DLDN4VySm$x7Nxw|EObm@<fM<ql7e)CO7`OnnbzU>mk`
z-7`RHMBIv+@97fTN-IKIpbJvb6(YX9HEt#1X#}*w4!lS^7<OWp*hzG&=te348`5hF
z<cvmS+pq^|CA}NaPj_s>zzogNfWdKk5(%=1g1nj53<ZpeqeRSJMSg6Qm>s_zlf~CZ
z-#BUkJxM^sQP;G)vzFvcYQPNLsX5i)dAcfHqA*R0BW%TK(gC<NsR46VqfG*!-da%S
z>QZwGV#9nZ0Zod<v4H4YwAxv7IVgu2da{<RF1$b?YqCI<TcR#bpf1tnUYaZtkLm8-
zn!5ovXzl~(D!e&s(6I%jJC2(z%C%6Nr`20xR0biR144)(I+0C-2i?&YJ<02ZTx3!a
zd(#`=2bIW1H7-X8Iaq>zScd*si2-zb2hyd@C7JTDpME`#U<i((0H>&D{y-tlU^sK4
zm?;>=G>m51C}H_1BMoA}!i0`ZYO^8OO;R$UEnXte1`o@zI>3&$EE9XNkJ7EgNut_A
z4{wO*UZ&o0QcC-1w1*zp{aB0x<hf`qgoCu2ObPk0h~{KUMaL`Tx$!FTTkVzrIYc0d
z4TosMYqZuM&U17`mjt(jD(f#zLcZl>kOflDqVU2n^$hybz(YyXTb*cCoS>0JSW|Xj
z>BMcgtt68=tr52~=#H4?XvE!&9>;v)tz?u|m7bKLQM28@8a+s>ON9Th?(8kTPpZ$5
z(VPu<Rt%meGk)#4oz%%2HV}o~lJQcDuAEL^fpq%S%%N)KVFKAn^s_nHx?|!_=0S_$
zb-Y1tIw|}naVLp9o1`F56pW-GPn6w8kd;)r!$c&i(;D`_(MG~j3H&b<{7C^0yhRH(
zD&yPqb<*ae^nHi^2h%-2LF0EV`@UsA)UD6Qmi^SS$1Ho?vR_*EYs-F%(*z<Dz)$!E
Hzd`#49~3pJ

delta 1468
zcmYjR3v&}y6#i~ryWMQl5L<BtOVDZQlc0#DOKTs1twL&TYfDiIONb>jO-iz*h?d}6
z5z%@@0TmS=h>C4(O=(ICf=@(o#u;b)36B2&$H%!Fr#hLOd+t4t@0{=4yNAmz-lAOo
zD>Db60Y8l^S8cL_Y7|S*`4an$jS7lTqoNk244&Swxh|XxB_ac6Bp&loOr45)G%zge
zH~PYB<FSxoc16scq$N!wW+oYm`8K(LA9616Dp-qk64tA@3r!3q`~)lEA;(6!8h5L>
z2OId5qtqQli-dbswBkPgyQBH0YP759zy=1H;5*{+XwnCUP66D-Tb;pN1>M*z;Q<v7
zVhbO2wg$E`<RrpIG9HV>dVR2=&Idc{WP~V7BAgtc^1=$-2&;Gqz5IyFD2S-og+2;Q
zhRwEcaxiK#6j1H?t2%vfpiV-J+T3OAF#=H|)*EOy6O_DhFcRGnPAKSy-HqKyNJy$M
zG00<5m3s(#B|NNRA0FXj(h@I&y`*%r8$%dYu^%b^tK^r1cud9Pc!D#z-2D`umhg;<
zXYm}blH25dJg?#qUf?70n&mH2b$%+JYSaA+wKbyRWic4pjAzS{@d^V|L^&f9*W^hX
zpK~{Pa@$QK)E6`cI*jenFt@Aw7tSzv=`>+d4}Q}~_UV2mW0qf1yV-d@mb-|3!LQ`@
zvP*ooC*Sjxg0Jz7gl`4u-*N8w*>Q!Th@bZqxg`9^P)KSapU7J*y-JtDhS&Hnc>(89
zn$t0^cx%{k-sD}D_d40`go|W3-oTrD*jpu?z+0BrjCX13I9Wtnz*6MlW(fc5t-V+H
z(+=?BZM;Jf3@7ofhy>UfnvY7h*|JF}<<nSU!vz$zRHkve?w~V&h2}_OHSO1Ar~stV
zD0Feyd=?wU+D2<CgZly9NfC=Rr^}hfCf%jEd_DhW4C>N<$uud0ZB{Cw85Ad5ak7K5
zZPIhJ9N+f&IHgQe1j-KGU8%X#*!jOa?hK+<p79j5V22=~k=g`3JP(SIj}ny8Zv~OI
z8WmWN<!D2Iz;C5{wi3fwg@d>QN6C5;IzB`V&e3}n<n7DSGEd$t-oyJu8c~H0NV5^b
zs70uqa8jpniozWPu@|Sw>?EK*d_=Qw5!@DRr89{D>+vyZGQqCICuGeb@FIlhOra7M
z;S6bRd`d84df6PKlq2guO8z$S?6T9tZ?u!hw<k4&{_ZKnTPkQC(->gT9hzerd&HFM
zg!U+-!3K3_xkke|a16_c#~XzHr0%K|>p|aP5}GTGm&AsX=sNZHEKU2!7(ry&Ewte3
zseuNR64$rUcd3?|PIaP*J|)c-b>g1ZLc<uwNh?JqKBKOjqRx3bd#s)Xojn$FHcHt^
z-A@qEB%LmR{ZCvcp<lw#A85QrjXLl-8EkX~r)YH%1!rlUroSHnC%&YEj3v)ma?X+$
SEO`-^$xR`T@9_h!Li-0%yFT3j

diff --git a/target/classes/com/ioa/util/TreeOfThought.class b/target/classes/com/ioa/util/TreeOfThought.class
index 8b0a699c387765efbef4809381313b4445feee3c..cdbfc3dbe12ebb7502652fc2ce139706d207c023 100644
GIT binary patch
literal 5760
zcmb_g`Fk7H6+NSEWO))NB2G{m6OlmT$W8<l2$cdQb~Y!@>cl1?As$N;Yhrmuof%~*
zZ6Pg`E_7d5TG|xSq@^u^6ddfdlrD6E?)zT)XS81_J#S_-mTkEW-`5{B8ohVlUCurC
zzW4O<zb9S*upWO;AcU}th=M3$66PIMkEz+RY7A$04jt7Bj)d4c-O!!eB!t^n^*14o
zCK(9@%}^vPE|{ZP-BhzxM=xjhTAH@=$lj7!9WHTUbkr<rWeL~x)}-8lY?oHF%)&@7
zja1cPZM%@l3&nF4v|t{cIIa!#Q9^V2H0zjN&?GDiblBcdc3_$eH6(F`j0Fl>v2aQx
zeJ5>48)X1ym2S26x-sfzc9*3aPM>3G>S#VmIIdKX!eR-FM%59m+cXNQGoU*qzS)jy
zIJSfp?cQP+Ag<Jn;ryzZLkTQFn~bXzEJa$v6%7nZkSoG`*`P;_wD!lbOhROjX*vmF
zbB%&)u|mRJ?L?()T3Uee+6IezdS?3MyXhusyIRS|(JrBd!E1-jBZnO?X$fS|A)`~l
zYOIlvt|e|Z&?O{n%_#1x6jg^=TG_ytI!`=C<yZBKfUZ+;J#L^2M@(x}b@phgZ5qT=
z!g60r;A#VelaO$wjGH9PcfoaKx2SfBp(Su5!g1U}^bB=WYeo)v8S50>3bJ_4q&#Iw
zii#k`E%l!Jem3xY=8y>Gc7>JHB|*`SspTq>=+)FC({%b|sZ%gJed5?aV0~q}X~@`A
zBas{DddpHz_Ubl?u@T`UE4W86cdLY4eHgQv?CEKMXac?1E@Ov+og$WHwbajEvl8ON
znxR<?xEZ^#M@FB5z1T;RPGT(FB*<#9IF08uG8~9wfSL*=y<D_3L*Thz!2#S!Y7|(5
z<!W(~>{~7?J`ZFUDq+4+g~oA+5PSM<LYzbxhXsgTGE{Z|H-Ne-@2b*0%}QVpVG(Rm
zfd=L{t~&w%(~_{Ty}rbH{PBD<O3-B-RWJfJ!{j71H4(Ogl4|eJP6(jdR~-;53<W00
z&WPa-FR1CR>&(=ggQdWRSU0TkIi)?-0Is8)KO~|!rr<bEu)C|33M*K`>UwA!to7LB
z<G}9mb_t<eTBv%5Q1#Af8fInpq=tJWNQnea;oUOcqu@T=KecPS?Umq&qT;^tzr*uw
zCK15{BA4%zu(dv_Sqq{LqFMdU3ub;m!3Xgmnd3FB9o)Jkbow@eel<f~E#@B4`Ude~
z1s}mjNgl`a%t@G<VBd*2K2DI+1o;#`so+!iH1lO?6-{NXTiY8|vEanR3LX(v*i3pm
zs&3fZw3BgshW%-y*PqDuTsn@&IKsV+6(%Ym$Bn9|J=kVvFZ+BTGuy7f4o~KGyWq6+
z>V~$XIy$6Td)1*b;Y#+J1-0C-TDth{4@R7l&i!>spxXs=%7G&91}}CA3D-7AYtYq#
zJkSY8wMT@>>Ge!y(V|vyO5|V<GcjbTMxmt9g}B%fH>eJ~K#RAmPG1wx3bk!&;nX-z
zR%)@_G<Dg!na1lz{7Sox4mI`Z!-ncqErPV|ass?;&59S^F3TLPkUFxz+tZ}mc0C$P
zI)gWuv>n_uMdxwzH?J-jx0y=VJZ;E#qXyGudL<&B)90v#5pKgi3l24mx(=<W)%gZ3
zGNy_uG9Ih=Kt$c}*>&9S$?6~tQZua9ide!u4cwd|p8r3g)L^S-Q?Q5JYMtCn2;yY|
z-%w#pH;S4;ZtU@6dxO}{2)~9FTOQkGpINmE+9utt|0z|yMub4P_f!o>AJzJGTW42T
zZy2VdI&4c!MW)xZhO@RfE)O5ENY3M?HIn6#-qK8mWtZ(HtxbdOlT!1#cwn|2ORa3z
zNb{l{$B(%+ZP?hgZ*wk9zF7{{q=Pz6lM4mSw$tqBY0)j%2jloDuQvXY;9$x%cD3xd
z^FJq0Y@N2wGeO!ZX|<J!?yAK@jFT2bqhw;EcUn)YX+t}n_R27A9^o4Il9X=uhor2u
zDi_BuC9LsjNS$nnX>QM!sTN9}e|462c^2aMwS;c3jTg1FX$W_0Em)`dk<DD0sN;Js
zA+^Nt+XQ}x-^=)e*gXHpi`!(^)Qw~2h?e#0Pgql(O=^MXo|6(Dt}h2)&;x&qY81<w
zeNC@vj#MjtMbw?D>PMz5+{?7qPx^I#XC2KN98r7~-D<hq$8#Ckp!66#pmvv4+tzFu
zf8owCBc?{K%J`dvtNyzv`-m48uI9-g#QS52H&9-S`IZzHS$@mBrbO{MK0nW2`^8<G
z-z}MokTM<5LC$nOhdIx1D1_5|ijxa4m(Lb7QNdiy#}_z~_LkvsJi%X7;F^)#H(@A5
z1849>ehV|-5LbDA=PqD=#{?DuV|Y`hV@X@`>M<<OMKaG~PI6@`GKN(d@yzC;luSh@
z@Mc#u6?vMg!>&h*T}=xZR4WxN#4<iJxDsp05aHQvo~6LE9M0k#y`gn{316m1;_XSk
zg}HJ$zJjkZx(t2(8s(yRit`HPy}9$86ShNmh9BN{y@;e&DA~;MvzKt={)@Od7fnTz
zYg3VNyd{i*C69{mL?my`#W>NOig^>M=+l?5kqb8GV&R+RR=MqQ<SE!HM+Vy_u!XM0
z35J}COJmrUYa&LGVq2<7pp;0(Qi*Zw3Sr<rSvvRnOH|xnQ@kW{8jFR=RBQ})<Ydkr
zOv!;!dKz)j+scdrZOr9W#4k<Et|o%Zu!cxn&**YkiEgxG4-vTwoxCBeMwMfC<2pQm
z8}J}A@(^#cPY`c`_I;Sc)h*aS>|$KC92fW&=h{X1I^UY8A%SO!aY9^n@f>lNsX@UZ
z&dLJ8AX8_9Oq~rfb=J?6kQ?KQ2sJ*2i_{mTuVoD2dD;~@6O8n1ou@5N>U<zIPN@k>
zU4h8IaJ`J&YiO3STlyz%UFj$I5>v}dGgB`pdl%IS>L)uoC-?(9L|Rshtax-d%{lQ;
z6_97R>s&B0-ijcgWDro2C2)??ajy9$-@<(7g_2L&lEhU{KvBAcL2_d#7g;@y0`JZw
z)j0V7!y{NL-uQ>ni^!2t%yM$=INlZ_Ce`H0G2G38?qJ|u92g)$IyzI4=W*`@-b-FZ
zU0y|N5qNa)is^R3wVp}t;)T1Lm+g&A&Sp2FE%a+8Y5xKN7X@4jVk-r)mHgPmtVl<g
z+79DebTvXf&2GG2SuJF|p0@M8wgHS&UL<BNLa$-Ij6oSCCdJRmx4DA<$#^(1-4RLy
z3w)fmXF58=V|ah(7(O)FAm+L<+lX~9iMid4!)sRy0`C{NWzW+kiTE9Q8Vbsu+BtWg
zEb#LDUC!}><#{08PeR4%!G+|<+Q#sST!aV{?2fu@xZrn)Y&;ZV;+A?6$wytWX*udh
z9-JojSyzmser|nj{l3_`jwD|>_ab(C><~1Gi7w#MWQln5X(DG*a%Wp)kN}-~{Z-M@
zy`0~`n87~`;w;yt{C6aSeb|IMII<t3IEWL>+Wn;b8D{Y*46^YJ1zb2o{t7P0l<0J`
z9TjK<xL$BeQ*y^VT*a(tyJ6aU65n%6xK^&7w)26uaiS~aFS_^(R<w$8-6Z4Gir0{4
zy^<XNV88KF^AZF4K7~T~0e;Bu7?buRe!t95nyP-o-><mOpSaJTxzAs?&tKtBluA(I
K&-g1|Me0Abw)wXJ

delta 1734
zcmX|BYj+b>6y0|+lbK8=4V|{Y(6q$1p^&tc0ty6MD6P_Bc?iXVT52qX6iS28A}SJ4
z>J!C!RRl#*u=p01P-t1p#|OXQa{0kO;#VJ_`z9qTEBBt9d+t7GpM7qQ)nBc$Z{3;t
z0YD4B8?$efT5tvQ&6&)w4GX0X$}m&j5bLXF3xtOc^!N8>cJ&UYGb6jxjF^LR6A=d$
zs1%6GW-BV&wPj08L<NfXqz<JTMurCl8`@I`)9X|FZOnzwLNyZ%rS|m)5yLzawGQTE
zf&5F`>Q6YRL%r<sbrv@W*!_o6gCnWofy|JJMtQ|IJG2Nsm$fc+a4+tY5fKqd`Lk6b
z!=@|m_+|x{V}*&NgOx;y>WhO-Xg0CR!D_U~9=&m9tAN#)9vIwtpnpj5d%(eiSSv5;
zz2zND*q0gV8yq>vgf0XgQd#Ovte2HWB-9CC5KY+R;9+c*YmIrqE^IaNh=XoylZTC3
zs|$}hcnpurOGea+VTXfWJRyHK8m&$|>7WlgrR85)vP(cqMs0K=t(*gbwJHuj+NRv^
zFLU<_2;0U!kafnvemo^l``d#W4yt;F1=bZPhs~HS&@q2(s75wf|9syTIHJjnb5wjJ
zTSDF9ygU<HB0iPBg*u8Z+V~9PCN3$E&t*-~ANp4UF}bNI<~Q+;Kqbve*%q$J8su(Z
zgzF*pdOI}uxQFA{A>xT^FynRC5V}H_hNro@(76_I4I_XVw2E<<o@o9Wp24&HMF0fh
z5L8)V#%Z*l!x8Q(%_vhE+`V`<5vg#CCs2~q<5v-KXL<SrJWs#OQ(rD)Q4YD3cpOfC
zRJNu0+l6c%p2yK#HV;`GV-{lLI4vLV72yTE$cj(Ut7^)7M(KG8TNJUE`BmV#;>526
z4>EN8CgyIxj(d`ZXSh|KK8YG1x+7;%9#5z$<4Hdc7JB~tfoEL4iAB7ySpGSqEV~3q
zTBKxpmYBe@WFVf1=sPRCfZ}R<e$Sr7{TjMYnBvlZzYu86U7(159&=O*&p&~-q{*{(
z&nzTiWqPhL>nH~JC<7>G^%W#si7Gz2g%qPPi)tiMgH}Gf&8Wo=EWlpGDRd2Ws3+wH
zoWvrWMk6k;pQ@`T5F$XBCr9Dut!lhN%i`Txc$HRw2sU10FKxb!X1vb+nnZBW!BbPU
zte{ACydcSVL6Y%lNmSrTUeO784sQ_9V6lTN_Dv>MGO2OOCmUt5e3TlReAFpMy~U^!
z=>MY8MC>+#CYr?GXsV^AO495Y7yi9aZZ&W_h^KRR6LnKq2W(Kv)GJ}spyfx~<_;_;
z;T5@d#Pc@_l-vR%7jLtAjgdAaEgx<Evv6fD;qtecB~<z*Iyny;l6w6lHVUXgn#2}?
zGgzjq?E*g`#wnuGZq+1uG)y4n_D^6p9SaMNJ#=()ND_6PeglJ3IKbI5a<gUJrH~(q
zIcyB5O#s<uioS|}JFBq~YtVzX9H(~5RLhZghdo!J=>ofSfn9o<ojO&D_z2gFckv$k
z(ZiRa7#lg2)QicZjZUMr;uPbl%{IO|?KX-{beia*Fw?r6Cdm6ttg#7ax%(;52i!m8
cx0F{e@b|gg`f+ak1YhvPruR#Hjc?)o4>-^slK=n!