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previousversion/0.1/test/prompttest.jl

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+using Revise
+using YiemAgent, GeneralUtils, JSON3, DataStructures
+
+thoughtDict = OrderedDict(
+  :Question=> "Hello, I would like a get a bottle of wine",
+  :Thought_1=> "The customer wants to buy a bottle of wine, but we need more information about their preferences.",
+  :Action_1=> Dict(
+      :name=> "chatbox",
+      :input=> "What occasion are you buying the wine for?",
+    ),
+  :Observation_1=> "We are having a wedding pary this weekend.",
+
+  :Thought_2=> "A wedding party is a great occasion to have a good bottle of wine.",
+  :Action_2=> Dict(
+      :name=> "chatbox",
+      :input=> "What type of food will you be serving with the wine?",
+    ),
+  :Observation_2=> "I think it is Thai dishes",
+
+  :Thought_3=> "Now that I know the occasion and food, I need to ask about the budget.",
+  :Action_3=> Dict(
+      :name=> "chatbox",
+      :input=> "What is your budget for this wine?",
+    ),
+  :Observation_3=> "50 bucks",
+
+  :Thought_4=> "With a budget of \$50, we have a wide range of options. Now that I know it's a wedding party and Thai dishes, I need to ask about the type of wine they prefer.",
+  :Action_4=> Dict(
+      :name=> "chatbox",
+      :input=> "What type of wine are you looking for? (Red, White, Sparkling, Rose, Dessert, Fortified)",
+    ),
+  :Observation_4=> "Sparkling please.",
+
+  :Thought_5=> "Now that I know the occasion, food, budget and preferred type of wine, it's time to check our inventory for the best matching wine.",
+  :Action_5=> Dict(
+      :name=> "winestock",
+      :input=> "wine with budget \$50, Thai dishes, sparkling, wedding party",
+    ),
+  :Observation_5=> "I found the following wine in stock {1 : Zena Crown Vista, 2 : Schrader Cabernet Sauvignon}",
+  
+  :Thought_6=> "Now that I have all the information, it's time to recommend a wine that fits their preferences.",
+  :Action_6=> Dict(
+      :name=> "recommendation",
+      :input=> "I recommend Zena Crown Vista for its sparkling and affordable price.",
+    ),
+  :Observation_6=> "I don't like it. Do you have another option?",
+  )
+
+_thoughtJsonStr = JSON3.write(thoughtDict)
+thoughtJsonStr = _thoughtJsonStr[1:end-1]  # remove } at the end
+# @show thoughtJsonStr
+
+_, latestThoughtIndice = GeneralUtils.findHighestIndexKey(thoughtDict, "Thought")
+nextThoughtIndice = latestThoughtIndice + 1
+
+_prompt = 
+"""
+You are a helpful sommelier working for a wine store. 
+Your goal is to reccommend the best wine from your inventory that match the user preferences.
+
+You must follow the following criteria:
+1) Get to know what occasion the user is buying wine for
+2) Get to know what food the user will have with wine
+3) Get to know how much the user willing to spend
+4) Get to know type of wine the user is looking for e.g. Red, White, Sparkling, Rose, Dessert, Fortified
+5) Get to know what characteristics of wine the user is looking for 
+    e.g. tannin, sweetness, intensity, acidity
+6) Check your inventory for the best wine that match the user preference
+7) Recommend wine to the user
+
+You should only respond with interleaving Thought, Action, Observation steps. 
+Thought can reason about the current situation, and Action can be three types:
+1) winestock[query], which you can use to find wine in your inventory. The more input data the better.
+2) chatbox[text], which you can use to interact with the user.
+3) recommendation[answer], which returns your wine reccommendation to the user. 
+
+You should only respond in JSON format as describe below:
+{
+  "Thought": "your reasoning",
+  "Action": {"name": "action to take", "input": "Action input"},
+  "Observation": "result of the action"
+}
+
+Here are some examples:
+{
+"Question": "I would like to buy a sedan with 8 seats.",
+"Thought_1": "Our showroom carries various vehicle model. But I'm not sure whether we have a models that fits the user demand, I need to check our inventory.",
+"Action_1": {"name": "inventory", "input": "sedan with 8 seats."},
+"Observation_1": "Several model has 8 seats. Available color are black, red green"
+}
+{
+  "Thought_2": "I have to ask the user what color he likes.",
+  "Action_2": {"name": "chatbox", "input": "Which color do you like?"}
+  "Observation_2": "I'll take black."
+}
+{
+  "Thought_3": "There is only one model that fits the user preference. It's Yiem model A",
+  "Action_3": {"name": "recommendation", "input": "I recommend a Yiem model A"}
+}
+
+Let's begin!
+
+$(JSON3.write(thoughtDict))
+{Thought_$nextThoughtIndice
+"""
+
+prompt =  YiemAgent.formatLLMtext_llama3instruct("system", _prompt)
+@show prompt
+msgMeta = Dict(:requestResponse => nothing,
+  :msgPurpose => nothing,
+  :receiverId => nothing,
+  :getPost => nothing,
+  :msgId => "4c7111e0-c30e-44c3-8f85-1c8b3f03a8be",
+  :acknowledgestatus => nothing,
+  :replyToMsgId => nothing,
+  :msgFormatVersion => nothing,
+  :mqttServerInfo => Dict(:port => 1883, :broker => "mqtt.yiem.cc"),
+  :sendTopic => "/loadbalancer/requestingservice",
+  :receiverName => "text2textinstruct",
+  :replyTopic => nothing,
+  :senderName => "decisionMaker",
+  :senderSelfnote => nothing,
+  :senderId => "testingSessionID",
+  :timeStamp => "2024-05-04T08:06:23.561"
+  )
+
+outgoingMsg = Dict(
+  :msgMeta=> msgMeta,
+  :payload=> Dict(
+    :text=> prompt,
+  )
+)
+
+
+
+_response = GeneralUtils.sendReceiveMqttMsg(outgoingMsg)
+thoughtJsonStr = _response[:response][:text]
+
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