update

src/interface.jl

@@ -33,6 +33,122 @@ using ..type, ..util, ..llmfunction, ..mcts
 # ---------------------------------------------- 100 --------------------------------------------- #
 
 
+""" Think and choose action
+
+  Arguments\n
+  -----
+    state::T
+      a game state
+    
+  Return\n
+  -----
+    thought::Dict
+
+  Example\n
+  -----
+  ```jldoctest
+  julia> 
+  ```
+
+  TODO\n
+  -----
+    [] update docstring
+    [x] implement the function
+    [] implement RAG to pull similar experience
+    [] use iterative prompting to ensure JSON format
+
+  Signature\n
+  -----
+"""
+function decisionMaker(state::T) where {T<:AbstractDict}
+  customerinfo = 
+  """
+    I will give you the following information about customer:
+    $(JSON3.write(state[:customerinfo]))
+  """
+
+  storeinfo =
+  """
+    I will give you the following information about your store:
+    $(JSON3.write(state[:storeinfo]))
+  """
+
+  #[x] 
+  prompt =
+  """
+    You are a helpful sommelier working for a wine store. 
+    You helps users by searching wine that match the user preferences from your inventory.
+
+    $customerinfo
+
+    You must follow the 
+  """
+
+
+
+  thought = iterativeprompting(prompt, syntaxcheck_json)
+
+
+  error("--> decisionMaker")
+  return thought
+end
+
+
+"""
+
+  Arguments\n
+  -----
+    
+  Return\n
+  -----
+
+  Example\n
+  -----
+  ```jldoctest
+  julia> 
+  ```
+
+  TODO\n
+  -----
+    [] update docstring
+    [] implement the function
+
+  Signature\n
+  -----
+"""
+function stateValueEstimator()
+
+end
+
+
+"""
+
+  Arguments\n
+  -----
+    
+  Return\n
+  -----
+
+  Example\n
+  -----
+  ```jldoctest
+  julia> 
+  ```
+
+  TODO\n
+  -----
+    [] update docstring
+    [] implement the function
+
+  Signature\n
+  -----
+"""
+function reflector()
+
+end
+
+
+
 """ Chat with llm.
 
   Arguments\n
@@ -117,7 +233,7 @@ function conversation(a::T, userinput::Dict) where {T<:agent}
           :question=> userinput[:text],
         )  
       )
-      bestplan = runMCTS(initialState, decisionMaker, stateValueEstimator, reflector,
+      bestplan = runMCTS(a, initialState, decisionMaker, stateValueEstimator, reflector,
                         3, 10, 1000, 1.0)
       error("---> bestplan")
 
@@ -178,6 +294,7 @@ end
 
 
 
+
 
 
 end # module interface

src/mcts.jl

@@ -5,10 +5,11 @@
 
 module mcts
   
-export MCTSNode, runMCTS, decisionMaker, stateValueEstimator, reflector
+export MCTSNode, runMCTS
 
 using Dates, UUIDs, DataStructures, JSON3, Random
 using GeneralUtils
+using ..type
 
 # ---------------------------------------------- 100 --------------------------------------------- #
 
@@ -123,17 +124,17 @@ end
   TODO\n
   -----
     [] update docstring
-    [WORKING] implement the function
+    [x] implement the function
 
   Signature\n
   -----
 """
-function expand(node::MCTSNode, state::T, decisionMaker::Function, stateValueEstimator::Function;
+function expand(a::T1, node::MCTSNode, state::T2, decisionMaker::Function, stateValueEstimator::Function;
-                n::Integer=3) where {T<:AbstractDict}
+                n::Integer=3) where {T1<:agent, T2<:AbstractDict}
 
   # sampling action from decisionMaker
   for sample in 1:n
-    thought = decisionMaker(state)
+    thought = decisionMaker(a, state)
     error("--> expand")
     newState = transition(node.state, action)  #[] Implement your transition function
     if newState ∉ keys(node.children)
@@ -265,77 +266,7 @@ end
 """
 isLeaf(node::MCTSNode)::Bool = isempty(node.children)
 
-""" Think and choose action
 
-  Arguments\n
-  -----
-    state::T
-      a game state
-    
-  Return\n
-  -----
-    thought::Dict
-
-  Example\n
-  -----
-  ```jldoctest
-  julia> 
-  ```
-
-  TODO\n
-  -----
-    [] update docstring
-    [WORKING] implement the function
-    [] implement RAG to pull similar experience
-    [] use iterative prompting to ensure JSON format
-
-  Signature\n
-  -----
-"""
-function decisionMaker(state::T) where {T<:AbstractDict}
-  customerinfo = 
-  """
-    I will give you the following information about customer:
-    $(JSON3.write(state[:customerinfo]))
-  """
-
-  storeinfo =
-  """
-    I will give you the following information about your store:
-    $(JSON3.write(state[:storeinfo]))
-  """
-
-  prompt =
-  """
-    You are a helpful sommelier working for a wine store. 
-    You helps users by searching wine that match the user preferences from your inventory.
-
-    $customerinfo
-
-    You must follow the 
-  """
-
-
-
-  result = iterativeprompting(prompt, syntaxcheck("json"))
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-  error("--> decisionMaker")
-end
 
 """
 
@@ -359,11 +290,37 @@ end
   Signature\n
   -----
 """
-function iterativeprompting(prommpt::String, verification::Function)
+function iterativeprompting(a::T, prompt::String, verification::Function) where {T<:agent}
   
+  msgMeta = GeneralUtils.generate_msgMeta(
+    a.config[:thirdPartyService][:text2textinstruct],
+
+  )
+
+  outgoing = 
+
+  # iteration loop
+  while true
+    # send prompt to LLM
+    response = GeneralUtils.sendReceiveMqttMsg()
+
+    # check for correctness and get feedback
+
+    if correct
+      
+      break
+    else  # add feedback to prompt
+
+    end
+
+    
+
+  end
+  return 
 end
 
-"""
+
+""" Check JSON format correctness, provide 
 
   Arguments\n
   -----
@@ -387,62 +344,19 @@ end
 """
 function syntaxcheck_json(jsonstring::String)::NamedTuple 
   success, result, errormsg, st = GeneralUtils.showstracktrace(JSON3.read, jsonstring)
+  if !success # gives feedback
     
 
-  return 
+
+  else
+
+
+  end
+  
+
+  return (success, result, critique)
 end
 
-"""
-
-  Arguments\n
-  -----
-    
-  Return\n
-  -----
-
-  Example\n
-  -----
-  ```jldoctest
-  julia> 
-  ```
-
-  TODO\n
-  -----
-    [] update docstring
-    [] implement the function
-
-  Signature\n
-  -----
-"""
-function stateValueEstimator()
-
-end
-
-"""
-
-  Arguments\n
-  -----
-    
-  Return\n
-  -----
-
-  Example\n
-  -----
-  ```jldoctest
-  julia> 
-  ```
-
-  TODO\n
-  -----
-    [] update docstring
-    [] implement the function
-
-  Signature\n
-  -----
-"""
-function reflector()
-
-end
 
 """
 
@@ -536,9 +450,9 @@ end
   Signature\n
   -----
 """
-function runMCTS(initialState, decisionMaker::Function, stateValueEstimator::Function, 
+function runMCTS(a::T, initialState, decisionMaker::Function, stateValueEstimator::Function, 
                 reflector::Function, n::Integer, maxDepth::Integer, 
-                maxIterations::Integer, w::Float64)
+                maxIterations::Integer, w::Float64) where {T<:agent}
   statetype = typeof(initialState)
   root = MCTSNode(initialState, 0, 0.0, Dict{statetype, MCTSNode}())
   
@@ -548,7 +462,7 @@ function runMCTS(initialState, decisionMaker::Function, stateValueEstimator::Fun
       node = select(node, w)
     end
 
-    expand(node, node.state, decisionMaker, stateValueEstimator, n=n)
+    expand(a, node, node.state, decisionMaker, stateValueEstimator, n=n)
     error("---> runMCTS")
     leaf_node = node.children[node.state] # mark leaf node
     reward = simulate(leaf_node.state, maxDepth)

src/type.jl

@@ -126,16 +126,18 @@ end
 function sommelier(
     receiveUserMsgChannel::Channel,
     receiveInternalMsgChannel::Channel,
-    msgMeta::Dict= GeneralUtils.generate_msgMeta("N/A"),
     config::Dict = Dict(
-      :frontend=> Dict(
+      :mqttServerInfo=> Dict(
-        :mqtttopic=> nothing
+        :broker=> nothing,
+        :port=> nothing,
       ),
-      :internal=> Dict(
+      :receivemsg=>  Dict(
-        :mqtttopic=> nothing
+        :prompt=> nothing, # topic to receive prompt i.e. frontend send msg to this topic
+        :internal=> nothing,
       ),
-      :text2text=> Dict(
+      :thirdPartyService=> Dict(
-        :mqtttopic=> "txt2text/api/v1/prompt/gpu",
+        :text2textinstruct=> nothing,
+        :text2textchat=> nothing,
       ),
     )
     ;