update

src/interface.jl

@@ -122,10 +122,70 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=3
   errornote = "N/A"
   response = nothing # placeholder for show when error msg show up
 
+  """
+    {
+    "model": "your-model.gguf",
+    "messages": [ ... ],
+    "response_format": {
+      "type": "json_schema",
+      "json_schema": {
+        "name": "agent_action",
+        "strict": true,
+        "schema": {
+          "type": "object",
+          "properties": {
+            "think": {
+              "type": "string",
+              "description": "Your step-by-step reasoning process. Explain why you are choosing this action."
+            },
+            "action_name": {
+              "type": "string",
+              "enum": ["search_web", "get_weather", "calculate_math"],
+              "description": "The exact name of the tool to execute."
+            },
+            "action_input": {
+              "type": "object",
+              "properties": {
+                "query": { "type": ["string", "null"], "description": "For search_web" },
+                "location": { "type": ["string", "null"], "description": "For get_weather" },
+                "equation": { "type": ["string", "null"], "description": "For calculate_math" }
+              },
+              "required": ["query", "location", "equation"],
+              "additionalProperties": false
+            }
+          },
+          "required": ["think", "action_name", "action_input"],
+          "additionalProperties": false
+          }
+        }
+      }
+    }
+  """
+
+  # strict output format
+  json_schema = Dict(
+      "type"=> "json_schema",
+      "json_schema"=> Dict(
+        "name"=> "user_profile",
+        "strict"=> true,
+        "schema"=> Dict(
+          "type"=> "object",
+          "properties"=> Dict(
+            "plan"=> Dict("type"=> "string"),
+            "action_name"=> Dict("type"=> "string"),
+            "action_input"=> Dict("type"=> "string"),
+          ),
+          "required"=> ["plan", "action_name", "action_input"],
+          "additionalProperties"=> false
+        )
+      )
+    )
+
   msg = Dict(
-      "model" => "gemma-4-E4B-it-UD-Q4_K_XL",
-      "messages" => a.chathistory,
-      "temperature" => 0.7
+      "model"=> "gemma-4-E4B-it-UD-Q4_K_XL",
+      "messages"=> a.chathistory,
+      "temperature"=> 0.7,
+      "response_format"=> json_schema,
     )
 
   for attempt in 1:maxattempt
@@ -138,25 +198,27 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=3
       response = replace(response, '$' => "USD")
     end
 
-    responsedict = nothing
-    try
-      responsedict = Serde.parse_yaml(response)
-    catch e
-      println("\nERROR YiemAgent decisionMaker() Error: $e --(not qualify response)-> $response ", @__FILE__, ":", @__LINE__, " $(Dates.now())\n")
-      continue
-    end
+    # responsedict = nothing
+    # try
+    #   responsedict = Serde.parse_yaml(response)
+    # catch e
+    #   println("\nERROR YiemAgent decisionMaker() Error: $e --(not qualify response)-> $response ", @__FILE__, ":", @__LINE__, " $(Dates.now())\n")
+    #   continue
+    # end
     
-    # check whether all answer's key points are in responsedict
-    println("\n---")
-    println(responsedict)
-    println("---\n")
-    ispass, errormsg = GeneralUtils.checkAgentResponse_JSON(responsedict, requiredKeys)
+    # # check whether all answer's key points are in responsedict
+    # println("\n---")
+    # println(responsedict)
+    # println("---\n")
+    # ispass, errormsg = GeneralUtils.checkAgentResponse_JSON(responsedict, requiredKeys)
 
-    if !ispass
-      errornote = errormsg
-      println("\nERROR YiemAgent decisionMaker() $errornote --(not qualify response)-> $responsedict ", @__FILE__, ":", @__LINE__, " $(Dates.now())\n")
-      continue
-    end
+    # if !ispass
+    #   errornote = errormsg
+    #   println("\nERROR YiemAgent decisionMaker() $errornote --(not qualify response)-> $responsedict ", @__FILE__, ":", @__LINE__, " $(Dates.now())\n")
+    #   continue
+    # end
+
+    responsedict = JSON.parse(response)
 
     if responsedict["action_input"] == "CHAT_BOX" && 
       occursin("similar", responsedict["action_input"])
@@ -564,7 +626,7 @@ function think(a::T)::NamedTuple{(:thoughtdict, :result_raw), Tuple{OrderedDict,
   end
 
   @info "YiemAgent think() end " @__LINE__
-  @show thoughtdict
+  # @show thoughtdict
   println("---\n")
   return (thoughtdict=thoughtdict, result_raw=result_raw)
 end