update

src/llmfunction.jl

@@ -365,202 +365,9 @@ julia> result = winestock(agent, input)
 function winestock(a::T1, input::T2
   )::Union{Tuple{String, Number, Number, Bool}, Tuple{String, Nothing, Number, Bool}} where {T1<:agent, T2<:AbstractString}
 
-  # SELECT *
-  # FROM food
-  # WHERE 'China' = ANY(food_name)
-  # OR 'India' = ANY(food_name);
-
   wineattributes = extractWineAttributes(a, input)
-  
-  systemmsg =
-  """
-  As a helpful sommelier, your mission is to write SQL queries that search the PostgreSQL database for wines based on user input. 
-
-  The database has the following tables (schema):
-  1. Table wine (
-    wine_id uuid primary key,
-    wine_name varchar,
-    brand varchar,
-    manufacturer varchar,
-    region varchar,
-    country	varchar,
-    wine_type	varchar,
-    grape_variety	varchar,
-    serving_temperature	varchar,
-    intensity	integer,
-    sweetness	integer,
-    tannin integer,
-    acidity integer,
-    fizziness	integer,
-  
-    other_attributes jsonb,
-    
-    created_at timestamptz,
-    updated_at timestamptz,
-    description	text
-    )
-
-  2. Table food (
-      food_id uuid primary key,
-      food_name varchar,
-      country	varchar,
-      spicy	integer,
-      sweet	integer,
-      sour	integer,
-      umami	integer, 
-      bitter	integer,
-      serving_temperature	integer,
-      other_attributes jsonb,
-
-      created_at timestamptz,
-      updated_at timestamptz,
-      description	text
-    )
-  
-  3. wine_food (
-      wine_id uuid references wine(wine_id),
-      food_id uuid references food(food_id),
-      constraint wine_food_id primary key (wine_id, food_id),
-    
-      created_at timestamptz,
-      updated_at timestamptz
-    )
-
-  You should only respond in JSON format as describe below:
-  {
-    "SQL": 
-      {
-      "sweetness": "sweetness level",
-      "acidity": "acidity level",
-      "tannin": "tannin level",
-      "intensity": "intensity level"
-      }
-  }
-
-  Here are some examples:
-
-  user: {"sweetness": 2,"acidity": 3,"tannin": 1,"intensity": 5, "food": "Thai"}
-  assistant:
-  {
-    "SQL": 
-  }
-
-    Let's begin!
-  """
-
-  systemmsg = 
-  """
-
-  """
-
-  usermsg =
-  """
-  $input
-  """
-
-  chathistory = 
-  [
-    Dict(:name=> "system", :text=> systemmsg),
-    Dict(:name=> "user", :text=> usermsg)
-  ]
-  
-  # put in model format
-  prompt = formatLLMtext(chathistory, "llama3instruct")
-  prompt *=
-    """
-    <|start_header_id|>assistant<|end_header_id|>
-    {
-    """
-
-  pprint(prompt)
-  externalService = config[:externalservice][:text2textinstruct]
-
-  # send formatted input to user using GeneralUtils.sendReceiveMqttMsg
-  msgMeta = GeneralUtils.generate_msgMeta(
-    externalService[:mqtttopic],
-    senderName= "virtualWineUserChatbox",
-    senderId= string(uuid4()),
-    receiverName= "text2textinstruct",
-    mqttBroker= config[:mqttServerInfo][:broker],
-    mqttBrokerPort= config[:mqttServerInfo][:port],
-    msgId = string(uuid4()) #CHANGE remove after testing finished
-  )
-
-  outgoingMsg = Dict(
-    :msgMeta=> msgMeta,
-    :payload=> Dict(
-      :text=> prompt,
-    )
-  )
-  
-  attempt = 0
-  for attempt in 1:5
-    try
-      response = GeneralUtils.sendReceiveMqttMsg(outgoingMsg; timeout=120)
-      _responseJsonStr = response[:response][:text]
-      expectedJsonExample =
-      """
-      Here is an expected JSON format:
-      {
-        "attributes":
-        {
-          "...": "...",
-          "...": "...",
-        }
-      }
-      """
-      responseJsonStr = jsoncorrection(config, _responseJsonStr, expectedJsonExample)
-      _responseDict = copy(JSON3.read(responseJsonStr)) 
-      responseDict = _responseDict[:attributes]
-      
-      return responseDict
-    catch e
-      io = IOBuffer()
-      showerror(io, e)
-      errorMsg = String(take!(io))
-      st = sprint((io, v) -> show(io, "text/plain", v), stacktrace(catch_backtrace()))
-      println("")
-      @warn "Error occurred: $errorMsg\n$st"
-      println("")
-    end
-  end
-  error("wineattributes_wordToNumber() failed to get a response")
-  
-  
-  
-  
-  
-  
-  
-  
-  
-  
-  
-  
-  
-
-
-
-
-
-
-
-
-  
-  
-  # winesStr = 
-  # """
-  # 1: El Enemigo Cabernet Franc 2019
-  # 2: Tantara Chardonnay 2017
-  # """
-  # result =
-  # """
-  # I found the following wines in our stock: 
-  # {
-  #   $winesStr
-  # }
-  # """
-  # return result, nothing, 0, false
+  result = SQLLLM.query(Dict(:text=> wineattributes), a.executeSQL, a.text2textInstructLLM)
+  return result
 end
 
 

test/runtest.jl

@@ -1,5 +1,5 @@
 using Revise      # remove when this package is completed
-using YiemAgent, GeneralUtils, JSON3, MQTTClient, Dates, UUIDs
+using YiemAgent, GeneralUtils, JSON3, MQTTClient, Dates, UUIDs, LibPQ
 using Base.Threads
 
 # ---------------------------------------------- 100 --------------------------------------------- #