This commit is contained in:
narawat lamaiin
2024-12-09 20:48:45 +07:00
parent 4f1280daa3
commit 9aef993813
47 changed files with 16623 additions and 12554 deletions

View File

@@ -0,0 +1,119 @@
using Revise
using YiemAgent, GeneralUtils, JSON3, DataStructures, LibPQ
using SQLLLM
# _prompt =
# """
# You are a helpful assistant.
# answer the following question:
# From the following CSV text:
# "{\"tabledescription\":[\"The customer table stores information about customers. It includes details such as first name, last name, display name, username, password, gender, country, telephone number, email, birthdate, additional_search_term, other attributes (in JSON format) and a description.\",\"The wine table stores information about different wines. It includes details namely id, name, brand, manufacturer, region, country, wine_type, grape_variety, serving_temperature, intensity, sweetness, tannin, acidity, fizziness, additional_search_term, other attributes (in JSON format) and a description.\",\"The wine_food table represents the association between wines and food items. It estab" ⋯ 477 bytes ⋯ "ed to retailer names, usernames, passwords, addresses, contact persons, telephone numbers, email addresses, additional_search_term, other attributes (in JSON format) and a description.\",\"The retailer_wine table represents the relationship between retailers and wines. It stores information about the wines available from which retailers, including vintage, their price, and the currency.\",\"The retailer_food table represents the relationship between retailers and food items. It stores information about the food items available from which retailers, including their price and the currency.\"],\"tablename\":[\"customer\",\"wine\",\"wine_food\",\"food\",\"retailer\",\"retailer_wine\",\"retailer_food\"]}"
# What is the description of table wine?
# """
# 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)
# result = _response[:response][:text]
DBconnection = LibPQ.Connection("host=192.168.88.12 port=5432 dbname=yiem_wine_assistant user=yiem password=yiem@Postgres_0.0")
tableinfo, df1, df2, df3 = SQLLLM.tableinfo(DBconnection, "wine")
_prompt =
"""
You are a helpful assistant helping to answer user question from a database table.
$tableinfo
Are there any chardonnay?
"""
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)
result2 = _response[:response][:text]