From 906afc6422ff02d4725d3948153027ee537ee7e9 Mon Sep 17 00:00:00 2001 From: narawat Date: Wed, 24 Jun 2026 08:47:36 +0700 Subject: [PATCH 1/9] update --- src/interface.jl | 120 ++++++++++++++------------------ src/llmfunction.jl | 2 +- src/type.jl | 161 +++++++++++++++++-------------------------- src/util.jl | 45 +++++------- test/prompttest_1.jl | 2 +- test/runtests.jl | 108 +++++++++++++++++++++++++++++ 6 files changed, 244 insertions(+), 194 deletions(-) diff --git a/src/interface.jl b/src/interface.jl index 84db415..7d1297b 100644 --- a/src/interface.jl +++ b/src/interface.jl @@ -82,7 +82,7 @@ julia> config = Dict( julia> output_thoughtDict = Dict( :thought_1 => "The customer wants to buy a bottle of wine. This is a good start!", - :action_1 => Dict{Symbol, Any}( + :action_1 => Dict{String, Any}( :action=>"CHATBOX", :input=>"What occasion are you buying the wine for?" ), @@ -106,7 +106,7 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=10 # if isempty(lessonDict) # "" # else - # lessons = Dict{Symbol, Any}() + # lessons = Dict{String, Any}() # for (k, v) in lessonDict # lessons[k] = lessonDict[k][:lesson] # end @@ -588,57 +588,31 @@ end """ Chat with llm. -# Arguments - `a::agent` - an agent - -# Return - None +# Example userinput -# Example -```jldoctest -julia> using JSON, UUIDs, Dates, FileIO, MQTTClient, ChatAgent -julia> const mqttBroker = "mqtt.yiem.cc" -julia> mqttclient, connection = MakeConnection(mqttBroker, 1883) -julia> tools=Dict( # update input format - "askbox"=>Dict( - :description => "Useful for when you need to ask the user for more context. Do not ask the user their own question.", - :input => "Input is a text in JSON format.{\"Q1\": \"How are you doing?\", \"Q2\": \"How may I help you?\"}", - :output => "" , - :func => nothing, - ), +image_path = "test/large_image.png" +image_bytes = read(image_path) +base64_string = base64encode(image_bytes) + +# 2. Match the MIME type according to your file extension (e.g., png, jpeg) +mime_type = "image/png" +data_uri = "data:$(mime_type);base64,$(base64_string)" + +# 3. Construct payload with the Data URI +message => Dict( + "role" => "user", + "content" => [ + Dict("type" => "text", "text" => "Describe this image for me"), + Dict( + "type" => "image_url", + "image_url" => Dict("url" => data_uri) ) -julia> msgMeta = Dict( - :msgPurpose=> "updateStatus", - :from=> "agent", - :to=> "llmAI", - :requestresponse=> "request", - :sendto=> "", # destination topic - :replyTo=> "agent/api/v0.1.0/txt/response", # requester ask responseer to send reply to this topic - :repondToMsgId=> "", # responseer is responseing to this msg id - :taskstatus=> "", # "complete", "fail", "waiting" or other status - :timestamp=> Dates.now(), - :msgId=> "$(uuid4())", -) -julia> a = ChatAgent.agentReflex( - "Jene", - mqttclient, - msgMeta, - agentConfigTopic, # I need a function to send msg to config topic to get load balancer - role=:sommelier, - tools=tools - ) -julia> newAgent = ChatAgent.agentReact(agent) -julia> response = ChatAgent.conversation(newAgent, "Hi! how are you?") -``` + ] + ) -# TODO - - [] update docstring - - [] add recap to initialState for earlier completed question - -# Signature +- TODO add recap to initialState for earlier completed question """ -function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, +function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, maximumMsg=50) # place holder @@ -646,7 +620,20 @@ function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, result = nothing chatresponse = nothing - if userinput === nothing + userinput = GeneralUtils.dictify(userinput) + + user_text_input, text_position = + if userinput !== nothing + for (i, d) in enumerate(userinput["content"]) + if d["type"] == "text" + (d["text"], i) + end + end + else + (nothing, nothing) + end + + if user_text_input === nothing # thinking loop until AI wants to communicate with the user chatresponse = nothing while chatresponse === nothing @@ -658,24 +645,24 @@ function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, addNewMessage(a, "assistant", chatresponse; maximumMsg=maximumMsg) return chatresponse - elseif userinput[:text] == "newtopic" + elseif user_text_input == "newtopic" clearhistory(a) return "Okay. What shall we talk about?" else - userinput[:text] = GeneralUtils.remove_french_accents(userinput[:text]) - # add usermsg to a.chathistory - addNewMessage(a, "user", userinput[:text]; maximumMsg=maximumMsg) + userinput["content"][text_position] = GeneralUtils.remove_french_accents(user_text_input) + # add usermsg to a.chathistory but how do I handle images? + addNewMessage(a, "user", userinput; maximumMsg=maximumMsg) # add user activity to events memory - push!(a.memory[:events], - eventdict(; - event_description="the user talks to the assistant.", - timestamp=Dates.now(), - subject="user", - actionname="CHATBOX", - actioninput=userinput[:text], - ) - ) + # push!(a.memory[:events], + # eventdict(; + # event_description="the user talks to the assistant.", + # timestamp=Dates.now(), + # subject="user", + # actionname="CHATBOX", + # actioninput=userinput[:text], + # ) + # ) # thinking loop until AI wants to communicate with the user chatresponse = nothing @@ -742,11 +729,8 @@ end julia> ``` -# TODO - - [] update docstring - -# Signature -""" +TODO update docstring +""" # WORKING function think(a::T)::NamedTuple{(:actionname, :result),Tuple{String,String}} where {T<:agent} # a.memory[:recap] = generateSituationReport(a, a.context[:text2textInstructLLM]; skiprecent=0) thoughtDict = decisionMaker(a) diff --git a/src/llmfunction.jl b/src/llmfunction.jl index c028e02..13233d2 100644 --- a/src/llmfunction.jl +++ b/src/llmfunction.jl @@ -174,7 +174,7 @@ function virtualWineUserChatbox(config::T1, input::T2, virtualCustomerChatHistor pushfirst!(virtualCustomerChatHistory, Dict(:name=> "system", :text=> systemmsg)) # replace the :user key in chathistory to allow the virtual wine customer AI roleplay - chathistory::Vector{Dict{Symbol, Any}} = Vector{Dict{Symbol, Any}}() + chathistory::Vector{Dict{String, Any}} = Vector{Dict{String, Any}}() for i in virtualCustomerChatHistory newdict = Dict() newdict[:name] = diff --git a/src/type.jl b/src/type.jl index 10260f6..7c4bfde 100644 --- a/src/type.jl +++ b/src/type.jl @@ -1,6 +1,6 @@ module type -export agent, sommelier, companion, virtualcustomer, appcontext +export agent, sommelier, companion, virtualcustomer, agentcontext using Dates, UUIDs, DataStructures, JSON, NATS using GeneralUtils @@ -8,11 +8,9 @@ using GeneralUtils # ---------------------------------------------- 100 --------------------------------------------- # -mutable struct appcontext - const connection::NATS.Connection - const text2textInstructLLMServiceSubject::String - getTextEmbedding::Function +mutable struct agentcontext text2textInstructLLM::Function + getTextEmbedding::Function executeSQL::Function similarSQLVectorDB::Function insertSQLVectorDB::Function @@ -28,14 +26,14 @@ mutable struct companion <: agent systemmsg::String # system message tools::Dict # tools maxHistoryMsg::Integer # e.g. 21th and earlier messages will get summarized - chathistory::Vector{Dict{Symbol, Any}} - memory::Dict{Symbol, Any} + chathistory::Vector{Dict{String, Any}} + memory::Dict{String, Any} context::NamedTuple # NamedTuple of functions llmFormatName::String end function companion( - context::appcontext # NamedTuple of functions + context::agentcontext # NamedTuple of functions ; name::String= "Assistant", id::String= GeneralUtils.uuid4snakecase(), @@ -69,10 +67,10 @@ function companion( Dict(:name=>"assistant", :text=> "Hi I'm your assistant.", :timestamp=> Dates.now()), ] """ - memory = Dict{Symbol, Any}( - :events=> Vector{Dict{Symbol, Any}}(), - :state=> Dict{Symbol, Any}(), # state of the agent - :recap=> OrderedDict{Symbol, Any}(), # recap summary of the conversation + memory = Dict{String, Any}( + :events=> Vector{Dict{String, Any}}(), + :state=> Dict{String, Any}(), # state of the agent + :recap=> OrderedDict{String, Any}(), # recap summary of the conversation ) newAgent = companion( @@ -91,89 +89,58 @@ function companion( end - - -""" A sommelier agent. - -# Arguments - - `mqttClient::Client` - MQTTClient's client - - `msgMeta::Dict{Symbol, Any}` - A dict contain info about a message. - - `config::Dict{Symbol, Any}` - Config info for an agent. Contain mqtt topic for internal use and other info. - -# Keyword Arguments - - `name::String` - Agent's name - - `id::String` - Agent's ID - - `tools::Dict{Symbol, Any}` - Agent's tools - - `maxHistoryMsg::Integer` - max history message - -# Return - - `nothing` - -# Example -```jldoctest -julia> using YiemAgent, MQTTClient, GeneralUtils -julia> msgMeta = GeneralUtils.generate_msgMeta( - "N/A", - replyTopic = "/testtopic/prompt" - ) -julia> tools= Dict( - :chatbox=>Dict( - :name => "chatbox", - :description => "Useful only for when you need to ask the user for more info or context. Do not ask the user their own question.", - :input => "Input should be a text.", - :output => "" , - :func => nothing, - ), - ) -julia> agentConfig = Dict( - :receiveprompt=>Dict( - :mqtttopic=> "/testtopic/prompt", # topic to receive prompt i.e. frontend send msg to this topic - ), - :receiveinternal=>Dict( - :mqtttopic=> "/testtopic/internal", # receive topic for model's internal - ), - :text2text=>Dict( - :mqtttopic=> "/text2text/receive", - ), - ) -julia> client, connection = MakeConnection("test.mosquitto.org", 1883) -julia> agent = YiemAgent.bsommelier( - client, - msgMeta, - agentConfig, - name= "assistant", - id= "555", # agent instance id - tools=tools, - ) -``` - -# TODO -- [] update docstring -- [x] implement the function - -# Signature -""" mutable struct sommelier <: agent name::String # agent name id::String # agent id retailername::String tools::Dict maxHistoryMsg::Integer # e.g. 21th and earlier messages will get summarized - chathistory::Vector{Dict{Symbol, Any}} - memory::Dict{Symbol, Any} - context # NamedTuple of functions + chathistory::Vector{Dict{String, Any}} + memory::Dict{String, Any} + context::agentcontext llmFormatName::String end + +""" A sommelier agent. +# Arguments + - `context::agentcontext` + Application context containing shared functions for LLM, SQL, and vector database operations. + +# Keyword Arguments + - `name::String` + Agent's name. Default: `"Assistant"` + - `id::String` + Agent's ID. Default: generated UUID string. + - `retailername::String` + Retailer name associated with the sommelier. Default: `"retailer_name"` + - `maxHistoryMsg::Integer` + Maximum history messages. Default: `20` + - `chathistory::Vector{Dict{Symbol, String}}` + Chat history. Default: empty vector. + - `llmFormatName::String` + LLM format name. Default: `"granite3"` + +# Return + - `sommelier`: An instantiated sommelier agent. + +# Example +```julia +julia> using YiemAgent +julia> context = agentcontext( + text2textInstructLLM, + getTextEmbedding, + executeSQL, + similarSQLVectorDB, + insertSQLVectorDB, + similarSommelierDecision, + insertSommelierDecision + ) +julia> agent = sommelier(context, name="WineExpert", id="123", retailername="MyWineShop") +``` +""" function sommelier( - context::appcontext, # app context + context::agentcontext, # app context ; name::String= "Assistant", id::String= string(uuid4()), @@ -204,15 +171,15 @@ function sommelier( Dict(:name=>"assistant", :text=> "Hi I'm your assistant.", :timestamp=> Dates.now()), ] """ - memory = Dict{Symbol, Any}( - :shortmem=> OrderedDict{Symbol, Any}( + memory = Dict{String, Any}( + :shortmem=> OrderedDict{String, Any}( :db_search_result=> Any[], :scratchpad=> "", #[PENDING] should be a dict e.g. Dict(:database_search_result=>Dict(:wines=> "", :search_query=> "")) ), - :events=> Vector{Dict{Symbol, Any}}(), - :state=> Dict{Symbol, Any}( + :events=> Vector{Dict{String, Any}}(), + :state=> Dict{String, Any}( ), - :recap=> OrderedDict{Symbol, Any}(), + :recap=> OrderedDict{String, Any}(), ) @@ -238,8 +205,8 @@ mutable struct virtualcustomer <: agent systemmsg::String # system message tools::Dict maxHistoryMsg::Integer # e.g. 21th and earlier messages will get summarized - chathistory::Vector{Dict{Symbol, Any}} - memory::Dict{Symbol, Any} + chathistory::Vector{Dict{String, Any}} + memory::Dict{String, Any} context # NamedTuple of functions llmFormatName::String end @@ -281,13 +248,13 @@ function virtualcustomer( Dict(:name=>"assistant", :text=> "Hi I'm your assistant.", :timestamp=> Dates.now()), ] """ - memory = Dict{Symbol, Any}( - :shortmem=> OrderedDict{Symbol, Any}( + memory = Dict{String, Any}( + :shortmem=> OrderedDict{String, Any}( ), - :events=> Vector{Dict{Symbol, Any}}(), - :state=> Dict{Symbol, Any}( + :events=> Vector{Dict{String, Any}}(), + :state=> Dict{String, Any}( ), - :recap=> OrderedDict{Symbol, Any}(), + :recap=> OrderedDict{String, Any}(), ) newAgent = virtualcustomer( diff --git a/src/util.jl b/src/util.jl index 1ef6039..689809f 100644 --- a/src/util.jl +++ b/src/util.jl @@ -60,6 +60,17 @@ end """ Add new message to agent. + messages => Dict( + "role" => "user", + "content" => [ + Dict("type" => "text", "text" => "Describe this image for me"), + Dict( + "type" => "image_url", + "image_url" => Dict("url" => data_uri) + ) + ] + ) + Arguments\n ----- a::agent @@ -76,44 +87,24 @@ end Example\n ----- ```jldoctest - julia> using YiemAgent, MQTTClient, GeneralUtils - julia> client, connection = MakeConnection("test.mosquitto.org", 1883) - julia> connect(client, connection) - julia> msgMeta = GeneralUtils.generate_msgMeta("testtopic") - julia> agentConfig = Dict( - :receiveprompt=>Dict( - :mqtttopic=> "testtopic/receive", - ), - :receiveinternal=>Dict( - :mqtttopic=> "testtopic/internal", - ), - :text2text=>Dict( - :mqtttopic=> "testtopic/text2text", - ), - ) - julia> a = YiemAgent.sommelier( - client, - msgMeta, - agentConfig, - ) - julia> YiemAgent.addNewMessage(a, "user", "hello") + ``` Signature\n ----- """ -function addNewMessage(a::T1, name::String, text::T2; - maximumMsg::Integer=30) where {T1<:agent, T2<:AbstractString} +function addNewMessage(a::T1, name::String, userinput::T2; + maximumMsg::Integer=30) where {T1<:agent, T2<:AbstractDict} if name βˆ‰ ["system", "user", "assistant"] # guard against typo error("name is not in agent.availableRole $(@__LINE__)") end - #[PENDING] summarize the oldest 10 message + #TODO summarize the oldest 10 message if length(a.chathistory) > maximumMsg summarize(a.chathistory) else - d = Dict(:name=> name, :text=> text, :timestamp=> Dates.now()) - push!(a.chathistory, d) + userinput["timestamp"] = Dates.now() + push!(a.chathistory, userinput) end end @@ -241,7 +232,7 @@ function eventdict(; note::Union{String, Nothing}=nothing, ) - d = Dict{Symbol, Any}( + d = Dict{String, Any}( :event_description=> event_description, :timestamp=> timestamp, :subject=> subject, diff --git a/test/prompttest_1.jl b/test/prompttest_1.jl index c736b5b..229fbc6 100644 --- a/test/prompttest_1.jl +++ b/test/prompttest_1.jl @@ -66,7 +66,7 @@ tools=Dict( # update input format input = -OrderedDict{Symbol, Any}(:question => "Hello, I would like a get a bottle of wine", :thought_1 => "It's great that the user is looking for a bottle of wine. To give them a personalized recommendation, I need to know more about their preferences.", :action_1 => Dict{Symbol, Any}(:name => "chatbox", :input => "What occasion are you planning to use this wine for?"), :observation_1 => "We are holding a wedding party", :thought_2 => "A wedding party is a great occasion for a special bottle of wine. I need to know what type of food will be served, and how much the user is willing to spend.", :action_2 => Dict{Symbol, Any}(:name => "chatbox", :input => "What type of food will you be serving at the wedding?"), :observation_2 => "It will be Thai dishes.", :thought_3 => "The type of wine that pairs well with Thai dishes is usually a crisp and refreshing white wine, but I also need to consider the budget and personal preferences.", :action_3 => Dict{Symbol, Any}(:name => "chatbox", :input => "How much are you willing to spend on this bottle of wine?"), :observation_3 => "I would spend up to 50 bucks.", :thought_4 => "I have a good idea of the occasion, food, and budget. Now I need to know what type of wine the user is looking for.", :action_4 => Dict{Symbol, Any}(:name => "chatbox", :input => "What type of wine are you usually looking for? Red, White, Sparkling, Rose, Dessert or Fortified?"), :observation_4 => "I like full-bodied Red wine with low tannin.", :thought_5 => "Now that I have all the necessary information, I can start searching for a suitable wine in our inventory.", :action_5 => Dict{Symbol, Any}(:name => "winestock", :input => "red wine with low tannins"), :observation_5 => "I found the following wines in our stock: \n{\n 1: El Enemigo Cabernet Franc 2019\n2: Tantara Chardonnay 2017\n\n}\n", :thought_6 => "Now that I have the information about the wine, it's time to make a recommendation.", :action_6 => Dict{Symbol, Any}(:name => "recommendbox", :input => "El Enemigo Cabernet Franc 2019"), :observation_6 => "I don't like the one you recommend. I want dry wine.") +OrderedDict{String, Any}(:question => "Hello, I would like a get a bottle of wine", :thought_1 => "It's great that the user is looking for a bottle of wine. To give them a personalized recommendation, I need to know more about their preferences.", :action_1 => Dict{String, Any}(:name => "chatbox", :input => "What occasion are you planning to use this wine for?"), :observation_1 => "We are holding a wedding party", :thought_2 => "A wedding party is a great occasion for a special bottle of wine. I need to know what type of food will be served, and how much the user is willing to spend.", :action_2 => Dict{String, Any}(:name => "chatbox", :input => "What type of food will you be serving at the wedding?"), :observation_2 => "It will be Thai dishes.", :thought_3 => "The type of wine that pairs well with Thai dishes is usually a crisp and refreshing white wine, but I also need to consider the budget and personal preferences.", :action_3 => Dict{String, Any}(:name => "chatbox", :input => "How much are you willing to spend on this bottle of wine?"), :observation_3 => "I would spend up to 50 bucks.", :thought_4 => "I have a good idea of the occasion, food, and budget. Now I need to know what type of wine the user is looking for.", :action_4 => Dict{String, Any}(:name => "chatbox", :input => "What type of wine are you usually looking for? Red, White, Sparkling, Rose, Dessert or Fortified?"), :observation_4 => "I like full-bodied Red wine with low tannin.", :thought_5 => "Now that I have all the necessary information, I can start searching for a suitable wine in our inventory.", :action_5 => Dict{String, Any}(:name => "winestock", :input => "red wine with low tannins"), :observation_5 => "I found the following wines in our stock: \n{\n 1: El Enemigo Cabernet Franc 2019\n2: Tantara Chardonnay 2017\n\n}\n", :thought_6 => "Now that I have the information about the wine, it's time to make a recommendation.", :action_6 => Dict{String, Any}(:name => "recommendbox", :input => "El Enemigo Cabernet Franc 2019"), :observation_6 => "I don't like the one you recommend. I want dry wine.") result = YiemAgent.jsoncorrection(a, input) diff --git a/test/runtests.jl b/test/runtests.jl index e69de29..8c2658b 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -0,0 +1,108 @@ + +using JSON, Dates, UUIDs, PrettyPrinting, Base64, NATS, HTTP +using GeneralUtils, msghandler + +config = JSON.parsefile("./appconfig.json") + +agent_conn = NATS.connect(config["nats_server_info"]["url"]) + +function text2text_instruct_llm(openai_msg::AbstractDict) + payloads = [("msg", openai_msg, "dictionary")] # List of tuples + _, msg_envelope_json_str = msghandler.smartpack( + config["externalService"]["servicesloadbalancer"]["nats"], + payloads; + msg_purpose="text2text", + broker_url=config["nats_server_info"]["url"], + fileserver_url=config["externalService"]["fileserver"]["url"]) + + reply = NATS.request(agent_conn, + config["externalService"]["servicesloadbalancer"]["nats"], + msg_envelope_json_str, timeout=120) + + incoming_env_json_str = String(reply.payload) + incoming_env = msghandler.smartunpack(incoming_env_json_str) + _llm_response = incoming_env["payloads"][1][2] + llm_response = _llm_response["choices"][1]["message"]["content"] + return llm_response +end + + + + +# 1. Read local file and encode to base64 string +image1_path = "test/large_image.png" +image1_bytes = read(image1_path) +image1_base64_string = base64encode(image1_bytes) + +# 2. Match the MIME type according to your file extension (e.g., png, jpeg) +mime_type = "image/png" +data1_uri = "data:$(mime_type);base64,$(image1_base64_string)" + +# 3. Construct payload with the Data URI +openai_msg = Dict( + "model" => "gemma-4-E4B-it-UD-Q4_K_XL", + "messages" => [ + Dict( + "role" => "user", + "content" => [ + Dict("type" => "text", "text" => "Do you know this wine? Just give me brief intro."), + Dict( + "type" => "image_url", + "image_url" => Dict("url" => data1_uri) + ) + ] + ) + ], + "temperature" => 0.7 +) + +llm_response = text2text_instruct_llm(openai_msg) + + + +# 1. Read local file and encode to base64 string +image2_path = "test/small_image.png" +image2_bytes = read(image2_path) +image2_base64_string = base64encode(image2_bytes) + +# 2. Match the MIME type according to your file extension (e.g., png, jpeg) +mime_type = "image/png" +data2_uri = "data:$(mime_type);base64,$(image2_base64_string)" + + +openai_msg = Dict( + "model" => "gemma-4-E4B-it-UD-Q4_K_XL", + "messages" => [ + Dict( + "role" => "user", + "content" => [ + Dict("type" => "text", "text" => "Do you know this wine? Just give me brief intro."), + Dict( + "type" => "image_url", + "image_url" => Dict("url" => data1_uri) + ) + ] + ), + Dict( + "role" => "assistant", + "content" => [ + Dict("type" => "text", "text" => "Yes, I do!\n\nThis is **Asolo Bella Principessa**, a high-quality Italian sparkling wine made from the Prosecco region.\n\n### πŸ₯‚ Brief Intro\n\n* **What it is:** A Prosecco Superiore D.O.C.G., meaning it meets strict quality standards for a premium sparkling wine.\n* **Style:** It is a **Sparkling White Wine** and is designated as **Extra Dry**. This means it is crisp, refreshing, and has a dry finish (not overly sweet).\n* **Flavor Profile:** Expect bright, lively bubbles, often with notes of green apple, pear, and citrus.\n* **Best For:** It's a versatile wine, perfect for celebratory toasts, enjoying with appetizers (like seafood or charcuterie), or simply as a refreshing aperitivo."), + ] + ), + Dict( + "role" => "user", + "content" => [ + Dict("type" => "text", "text" => "How does this wine differ from earlier wine?"), + Dict( + "type" => "image_url", + "image_url" => Dict("url" => data2_uri) + ) + ] + ), + ], + "temperature" => 0.7 +) + +llm_response = text2text_instruct_llm(openai_msg) + + From de2076461067798d85aa862c502df85610c76830 Mon Sep 17 00:00:00 2001 From: narawat Date: Wed, 24 Jun 2026 19:50:43 +0700 Subject: [PATCH 2/9] update --- Manifest.toml | 10 +- Project.toml | 2 +- src/interface.jl | 326 +++++++++++-------------------------------- src/type.jl | 80 +++++++++++ test/large_image.png | Bin 0 -> 1232619 bytes test/runtests.jl | 56 ++++++++ test/small_image.png | Bin 0 -> 1328187 bytes 7 files changed, 224 insertions(+), 250 deletions(-) create mode 100644 test/large_image.png create mode 100644 test/small_image.png diff --git a/Manifest.toml b/Manifest.toml index bf971b5..83d63ea 100644 --- a/Manifest.toml +++ b/Manifest.toml @@ -2,7 +2,7 @@ julia_version = "1.12.6" manifest_format = "2.0" -project_hash = "e6bd85ad2679c39ab370f878253f2eeb45c1b6ae" +project_hash = "7462b22f4fd62982e36c8671793df6d8908c9ad0" [[deps.AliasTables]] deps = ["PtrArrays", "Random"] @@ -217,11 +217,11 @@ version = "1.11.0" [[deps.GeneralUtils]] deps = ["CSV", "DataFrames", "DataStructures", "Dates", "Distributions", "JSON", "NATS", "PrettyPrinting", "Random", "Revise", "SHA", "UUIDs"] -git-tree-sha1 = "8720a31344bc85ad610ae12f7e1247de22070765" +git-tree-sha1 = "76d2628787838a67d6e8192e428991a7522883f0" repo-rev = "main" repo-url = "https://git.yiem.cc/ton/GeneralUtils" uuid = "c6c72f09-b708-4ac8-ac7c-2084d70108fe" -version = "0.3.2" +version = "0.4.0" [[deps.HTTP]] deps = ["Base64", "CodecZlib", "Dates", "EnumX", "PrecompileTools", "Random", "Reseau", "SHA", "URIs", "UUIDs", "Zlib_jll"] @@ -662,7 +662,7 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" version = "0.7.0" [[deps.SQLLLM]] -deps = ["CSV", "DataFrames", "DataStructures", "Dates", "FileIO", "GeneralUtils", "HTTP", "JSON3", "LLMMCTS", "LibPQ", "PrettyPrinting", "Random", "Revise", "StatsBase", "Tables", "URIs", "UUIDs"] +deps = ["CSV", "DataFrames", "DataStructures", "Dates", "FileIO", "HTTP", "JSON3", "LLMMCTS", "LibPQ", "PrettyPrinting", "Random", "Revise", "StatsBase", "Tables", "URIs", "UUIDs"] path = "../SQLLLM" uuid = "2ebc79c7-cc10-4a3a-9665-d2e1d61e63d3" version = "0.2.4" @@ -884,7 +884,7 @@ uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60" version = "1.6.1" [[deps.YiemAgent]] -deps = ["CSV", "DataFrames", "DataStructures", "Dates", "GeneralUtils", "HTTP", "JSON", "LLMMCTS", "LibPQ", "NATS", "PrettyPrinting", "Random", "Revise", "SQLLLM", "Serialization", "URIs", "UUIDs"] +deps = ["CSV", "DataFrames", "DataStructures", "Dates", "GeneralUtils", "HTTP", "JSON", "LLMMCTS", "LibPQ", "NATS", "PrettyPrinting", "Random", "Revise", "Serialization", "URIs", "UUIDs"] path = "." uuid = "e012c34b-7f78-48e0-971c-7abb83b6f0a2" version = "0.4.0" diff --git a/Project.toml b/Project.toml index f41bfb4..7f390db 100644 --- a/Project.toml +++ b/Project.toml @@ -25,7 +25,7 @@ UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4" [compat] CSV = "0.10.15" DataFrames = "1.7.0" -GeneralUtils = "0.3.2" +GeneralUtils = "0.4.0" HTTP = "2.4.0" JSON = "1.6.1" NATS = "0.1.0" diff --git a/src/interface.jl b/src/interface.jl index 7d1297b..2ddbbca 100644 --- a/src/interface.jl +++ b/src/interface.jl @@ -70,11 +70,11 @@ julia> config = Dict( :broker => "mqtt.yiem.cc" ), :externalservice => Dict( - :text2textinstruct => Dict( + "text"2textinstruct => Dict( :mqtttopic => "/loadbalancer/requestingservice", :description => "text to text service with instruct LLM", :llminfo => Dict( - :name => "llama3instruct" + "name" => "llama3instruct" ) ), ) @@ -89,14 +89,11 @@ julia> output_thoughtDict = Dict( :observation_1 => "" ) ``` - -# TODO - [] update docstring - [] use customerinfo - [] user storeinfo -# Signature -""" +""" #WORKING function decisionMaker(a::T; recentevents::Integer=20, maxattempt=10 ) where {T<:agent} println("\nExecuting YiemAgent decisionMaker()") @@ -125,158 +122,23 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=10 # """ # end - recentevents_ind = GeneralUtils.recentElementsIndex(length(a.memory[:events]), recentevents; - includelatest=true) - timeline = createTimeline(a.memory[:events]; eventindex=recentevents_ind) + recentevents_ind = GeneralUtils.recentElementsIndex( + length(a.memory[:events]), recentevents; includelatest=true) - # recentchat_ind = GeneralUtils.recentElementsIndex(length(a.chathistory), recentevents; - # includelatest=true) - # recentchat = createChatLog(a.chathistory; index=recentchat_ind) - recentEvents = createEventsLog(a.memory[:events]; index=recentevents_ind) + requiredKeys = ["plan", "actionname", "actioninput"] - - # # recap as caching - # # query similar result from vectorDB - # recapkeys = keys(a.memory[:recap]) - # _recapkeys_vec = [i for i in recapkeys] + errornote = "N/A" + response = nothing # placeholder for show when error msg show up - # # select recent keys - # _recentRecapKeys = - # if length(a.memory[:recap]) <= 3 # 1st message is a user's hello msg - # _recapkeys_vec - # elseif length(a.memory[:recap]) > 3 - # l = length(a.memory[:recap]) - # _recapkeys_vec[l-2:l] - # end - - # # get recent recap - # _recentrecap = OrderedDict() - # for (k, v) in a.memory[:recap] - # if k ∈ _recentRecapKeys - # _recentrecap[k] = v - # end - # end - - # recentrecap = GeneralUtils.dictToString_noKey(_recentrecap) - # similarDecision = a.context[:similarSommelierDecision](recentrecap) - similarDecision = nothing #CHANGE - - if similarDecision !== nothing - responsedict = similarDecision - return responsedict - else - # context = # may b add wine name instead of the hold wine data is better - # if length(a.memory[:shortmem][:available_wine]) != 0 - # winenames = [] - # for (i, wine) in enumerate(a.memory[:shortmem][:available_wine]) - # name = "$i) $(wine["wine_name"]) " - # push!(winenames, name) - # end - # availableWineName = join(winenames, ',') - # "Available wines you've found in your inventory so far: $availableWineName" - # else - # "" - # end - - systemmsg = - """ - - Your name is $(a.name). You are a sommelier for website-based $(a.retailername)'s wine store. You are working under your mentor supervision. - - - Your customer is coming into the store - - - 1) Establish a connection with the customer by talking to them politely and showing your enthusiasm for their wine preferences. - 2) Provide relevant information and guide them to select the best wines only from your store's inventory that align with their preferences. - - - 1) According to the store's policy and guidelines, make an informed decision about what you need to do to achieve the goal - 2) Keep the conversation with the customer going smoothly - 2) Obey your mentor's suggestions. - - - 1) Requesting the user to place an order, make a purchase, or confirm the order. These are the job of our sales team at the store. - 2) Processing sales orders or engaging in any other sales-related activities. These are the job of our sales team at the store. - 3) Answering questions or offering additional services beyond those related to your store's wine recommendations such as discounts, quantity, rewards programs, promotions, delivery options, shipping, boxes, gift wrapping, packaging, personalized messages or something similar. These are the job of our sales team at the store. - - - context: additional information about the current situation - - - 1) plan: Based on the current situation, state a complete action plan to complete the task. Be specific. - 2) actionname: (Typically corresponds to the execution of the first step in your plan) Can be one of the available tool name - 3) actioninput: The input to the action you are about to perform according to your plan. - - - { - "plan": "...", - "actionname": "...", - "actioninput": "..." - } - - - Let's begin! - """ - requiredKeys = [:plan, :actionname, :actioninput] - # database_search_result = - # if length(a.memory[:shortmem][:db_search_result]) != 0 - # availableWineToText(a.memory[:shortmem][:db_search_result]) - # else - # "N/A" - # end - - errornote = "N/A" - response = nothing # placeholder for show when error msg show up for attempt in 1:maxattempt if attempt > 1 println("\nYiemAgent decisionMaker() attempt $attempt/$maxattempt ", @__FILE__, ":", @__LINE__, " $(Dates.now())") end - - # QandA = generatequestion(a, a.context[:text2textInstructLLM], timeline) - - context = - """ - - - - Generally speaking, the store inventory has some wines from France, the United States, Australia, Spain, and Italy, but you won't know exactly until you check your inventory. - - If you found wines in the store's database, they are in stock. - - You can only recommend wines that are currently in our inventory - - Before searching the database for wine, ensure you have at least the following information: 1) budget, 2) wine type, and 3) occasion. Additional details are always helpful. If the user is unsure, provide relevant information and gather insights to make reasonable inferences. - - Ask the user one question at a time. - - Do not ask the user about wine's flavor e.g. floral, citrusy, nutty or some thing similar as these terms cannot be used to search the database. - - Once the user has selected their wine, if you haven't already, ask the user whether they need any further assistance. Do not offer any additional services. - - Only end the conversation when the user explicitly intends to do so. When ending, ensure a polite farewell and an invitation to return in the future. - - Spicy foods should be paired only with light red wines. - - We do not sell organic, sustainable, gluten-free, and sulfite-free wine. Inform the user imediately if they are looking for these types of wines. Do not sell our wines as such. - - Gift box, gift card, and custom messages are available. Inform the user to contact our sales team. - - - - Greeting the customer warmly by ask them how could you help. Do not ask any other questions during this greeting. - - Encourage the customer to explore different options and try new things. - - If you are unable to locate the desired item in the database after 2 attempts, it may not be available in your inventory. In such cases, inform the user that the item is unavailable and suggest an alternative instead. - - Your store carries only wine. - - Vintage 0 means non-vintage. - - Start searching the database as broadly as possible within the given information boundary to maximize the chances of finding. Avoid unnecessary parameters unless specified by the user. Refine the search subsequently. - Search the database as broad as possible under the informantion you have will increase the chance to find wine. Avoid uneccessary parameter such as region, country, tasting notes unless the user specify - - - CHATBOX which you can use to talk with the user. Be specific. - - CHECKWINE allows you to check information about wines you want in your inventory's database. The input must be supported search criteria includeing: wine price, winery, name, vintage, region, country, type, grape varietal, tasting notes, occasion, food pairing, intensity, tannin, sweetness, and acidity. - Example query 1: "Dry, full-bodied red wine from 1) region: Burgundy, country: France or 2) region: Tuscany, country: Italy. Grape varietal: Merlot or Syrah. price 100 to 1000 USD." - Example query 2: "Red or white wine, medium tannin, price under 700 USD" - Example query 3: "white wine, region: Tuscany or Bordeaux, country: Italy or France - - PRESENTBOX which you can use to present wines you have found in your inventory to the user. The input are wine names that you want to present. The output is presentation of the wines. - - ENDCONVERSATION which you can use to properly end the conversation with the user. Input is a dialogue where you wrap up the conversation, thank the user, and invite them to return next time. - - $(a.memory[:shortmem][:scratchpad]) - Remark: $errornote - - """ unformatPrompt = [ - Dict(:name => "system", :text => systemmsg), + Dict("name" => "system", "text" => systemmsg), ] unformatPrompt = vcat(unformatPrompt, recentEvents) @@ -322,9 +184,9 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=10 # continue # end - if responsedict[:actionname] βˆ‰ ["CHATBOX", "CHECKWINE", "PRESENTBOX", "ENDCONVERSATION"] + if responsedict["actionname"] βˆ‰ ["CHATBOX", "CHECKWINE", "PRESENTBOX", "ENDCONVERSATION"] errornote = "Your previous attempt didn't use the given functions" - println("\nERROR YiemAgent decisionMaker() $errornote --(not qualify response)--> $(responsedict[:actionname])", @__FILE__, ":", @__LINE__, " $(Dates.now())") + println("\nERROR YiemAgent decisionMaker() $errornote --(not qualify response)--> $(responsedict["actionname"])", @__FILE__, ":", @__LINE__, " $(Dates.now())") continue end @@ -359,8 +221,8 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=10 delete!(responsedict, :mentioned_winery) - # check whether responsedict[:actioninput] is the same as previous dialogue - if !isempty(a.chathistory) && responsedict[:actioninput] == a.chathistory[end][:text] + # check whether responsedict["actioninput"] is the same as previous dialogue + if !isempty(a.chathistory) && responsedict["actioninput"] == a.chathistory[end]["text"] errornote = "In your previous attempt, you repeated the previous dialogue. Please try again." println("\nERROR YiemAgent decisionMaker() $response ", @__FILE__, ":", @__LINE__, " $(Dates.now())") continue @@ -384,10 +246,10 @@ function decisionMaker(a::T; recentevents::Integer=20, maxattempt=10 # responsedict[:QandA] = QandA # check whether there is a file path exists before writing to it - if !haskey(a.memory[:shortmem], :decisionlog) - a.memory[:shortmem][:decisionlog] = [responsedict] + if !haskey(a.memory["shortmem"], :decisionlog) + a.memory["shortmem"][:decisionlog] = [responsedict] else - push!(a.memory[:shortmem][:decisionlog], responsedict) + push!(a.memory["shortmem"][:decisionlog], responsedict) end # # save to filename ./log/decisionlog.txt @@ -512,7 +374,7 @@ function evaluator(a::T1, timeline, decisiondict, evaluateecontext $evaluateecontext - {plan: $(decisiondict[:plan]), actionname: $(decisiondict[:actionname]), actioninput: $(decisiondict[:actioninput])} + {plan: $(decisiondict["plan"]), actionname: $(decisiondict["actionname"]), actioninput: $(decisiondict["actioninput"])} P.S. $errornote @@ -520,7 +382,7 @@ function evaluator(a::T1, timeline, decisiondict, evaluateecontext unformatPrompt = [ - Dict(:name => "system", :text => systemmsg), + Dict("name" => "system", "text" => systemmsg), ] # put in model format @@ -610,30 +472,17 @@ message => Dict( ] ) -- TODO add recap to initialState for earlier completed question -""" -function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, - maximumMsg=50) - +# ---------------------------------------------- 100 --------------------------------------------- # +""" #WORKING +function conversation(a::sommelier; userinput::Union{Dict{String, Any}, JSON.Object{String, Any}}, maximumMsg=50) + userinput = GeneralUtils.dictify(userinput; keytype=String) + # place holder actionname = nothing result = nothing chatresponse = nothing - userinput = GeneralUtils.dictify(userinput) - - user_text_input, text_position = - if userinput !== nothing - for (i, d) in enumerate(userinput["content"]) - if d["type"] == "text" - (d["text"], i) - end - end - else - (nothing, nothing) - end - - if user_text_input === nothing + if userinput === nothing # thinking loop until AI wants to communicate with the user chatresponse = nothing while chatresponse === nothing @@ -642,6 +491,7 @@ function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, chatresponse = result end end + addNewMessage(a, "assistant", chatresponse; maximumMsg=maximumMsg) return chatresponse @@ -653,17 +503,6 @@ function conversation(a::sommelier; userinput::Union{Dict, Nothing}=nothing, # add usermsg to a.chathistory but how do I handle images? addNewMessage(a, "user", userinput; maximumMsg=maximumMsg) - # add user activity to events memory - # push!(a.memory[:events], - # eventdict(; - # event_description="the user talks to the assistant.", - # timestamp=Dates.now(), - # subject="user", - # actionname="CHATBOX", - # actioninput=userinput[:text], - # ) - # ) - # thinking loop until AI wants to communicate with the user chatresponse = nothing while chatresponse === nothing @@ -684,12 +523,12 @@ function conversation(a::Union{companion, virtualcustomer}, userinput::Dict; chatresponse = nothing - if userinput[:text] == "newtopic" + if userinput["text"] == "newtopic" clearhistory(a) return "Okay. What shall we talk about?" else # add usermsg to a.chathistory - addNewMessage(a, "user", userinput[:text]; maximumMsg=maximumMsg) + addNewMessage(a, "user", userinput["text"]; maximumMsg=maximumMsg) # add user activity to events memory push!(a.memory[:events], @@ -698,7 +537,7 @@ function conversation(a::Union{companion, virtualcustomer}, userinput::Dict; timestamp=Dates.now(), subject="user", actionname="CHATBOX", - actioninput=userinput[:text], + actioninput=userinput["text"], ) ) chatresponse = generatechat(a; converPartnerName=converPartnerName, recentEventNum=20) @@ -729,19 +568,18 @@ end julia> ``` -TODO update docstring """ # WORKING -function think(a::T)::NamedTuple{(:actionname, :result),Tuple{String,String}} where {T<:agent} - # a.memory[:recap] = generateSituationReport(a, a.context[:text2textInstructLLM]; skiprecent=0) +function think(a::T)::namedTuple{(:actionname, :result),Tuple{String,String}} where {T<:agent} + # a.memory[:recap] = generateSituationReport(a, a.context["text"2textInstructLLM]; skiprecent=0) thoughtDict = decisionMaker(a) - actionname = thoughtDict[:actionname] - actioninput = thoughtDict[:actioninput] + actionname = thoughtDict["actionname"] + actioninput = thoughtDict["actioninput"] # map action and input() to llm function response = if actionname == "CHATBOX" || actionname == "ENDCONVERSATION" - (result=thoughtDict[:plan], errormsg=nothing, success=true) + (result=thoughtDict["plan"], errormsg=nothing, success=true) elseif actionname == "CHECKWINE" checkwine(a, actioninput) elseif actionname == "PRESENTBOX" @@ -776,10 +614,10 @@ function think(a::T)::NamedTuple{(:actionname, :result),Tuple{String,String}} wh # ) # ) # result = chatresponse - if actionname ∈ ["CHATBOX", "ENDCONVERSATION"] + if actionname ∈ ["CHATBOX"] push!(a.memory[:events], eventdict(; - event_description="the assistant talks to the user.", + event_description="an assistant talks to the user.", timestamp=Dates.now(), subject="assistant", thought=thoughtDict, @@ -788,24 +626,24 @@ function think(a::T)::NamedTuple{(:actionname, :result),Tuple{String,String}} wh ) ) result = actioninput - # elseif actionname ∈ ["ENDCONVERSATION"] - # chatresponse = generatechat(a, thoughtDict) - # push!(a.memory[:events], - # eventdict(; - # event_description="the assistant talks to the user.", - # timestamp=Dates.now(), - # subject="assistant", - # thought=thoughtDict, - # actionname=actionname, - # actioninput=chatresponse, - # ) - # ) - # result = chatresponse + elseif actionname ∈ ["ENDCONVERSATION"] + chatresponse = generatechat(a, thoughtDict) + push!(a.memory[:events], + eventdict(; + event_description="an assistant talks to the user to end conversation.", + timestamp=Dates.now(), + subject="assistant", + thought=thoughtDict, + actionname=actionname, + actioninput=chatresponse, + ) + ) + result = chatresponse elseif actionname ∈ ["PRESENTBOX"] chatresponse = presentbox(a, thoughtDict) push!(a.memory[:events], eventdict(; - event_description="the assistant talks to the user.", + event_description="the assistant presents wines to the user.", timestamp=Dates.now(), subject="assistant", thought=thoughtDict, @@ -818,23 +656,23 @@ function think(a::T)::NamedTuple{(:actionname, :result),Tuple{String,String}} wh elseif actionname == "CHECKWINE" if rawresponse !== nothing vd = GeneralUtils.dfToVectorDict(rawresponse) # comes in dataframe format - # a.memory[:shortmem][:found_wine] = vd # used by decisionMaker() as a short note - #[PENDING] a.memory[:shortmem][:available_wine] should be OrderedDict instead of vector dict so that no duplicate item are listed? - if length(a.memory[:shortmem][:db_search_result]) != 0 - a.memory[:shortmem][:db_search_result] = vcat(a.memory[:shortmem][:db_search_result], vd) + # a.memory["shortmem"][:found_wine] = vd # used by decisionMaker() as a short note + #[PENDING] a.memory["shortmem"][:available_wine] should be OrderedDict instead of vector dict so that no duplicate item are listed? + if length(a.memory["shortmem"][:db_search_result]) != 0 + a.memory["shortmem"][:db_search_result] = vcat(a.memory["shortmem"][:db_search_result], vd) else - a.memory[:shortmem][:db_search_result] = vd + a.memory["shortmem"][:db_search_result] = vd end # # add to scratchpad - # a.memory[:shortmem][:scratchpad] *= + # a.memory["shortmem"]["scratchpad"] *= # """ # # I searched the database with this search term: $actioninput \nThis is what I found: $result # # """ else - # a.memory[:shortmem][:scratchpad] *= + # a.memory["shortmem"]["scratchpad"] *= # """ # # I searched the database with this search term: $actioninput \nThis is what I found: $result @@ -900,8 +738,8 @@ function presentbox(a::sommelier, thoughtDict; maxtattempt::Integer=10, recentev """ requiredKeys = [:dialogue] database_search_result = - if length(a.memory[:shortmem][:db_search_result]) != 0 - availableWineToText(a.memory[:shortmem][:db_search_result]) + if length(a.memory["shortmem"][:db_search_result]) != 0 + availableWineToText(a.memory["shortmem"][:db_search_result]) else "N/A" end @@ -912,7 +750,7 @@ function presentbox(a::sommelier, thoughtDict; maxtattempt::Integer=10, recentev - # yourthought = "$(thoughtDict[:thought]) $(thoughtDict[:plan])" + # yourthought = "$(thoughtDict[:thought]) $(thoughtDict["plan"])" # yourthought1 = nothing for attempt in 1:maxtattempt @@ -920,15 +758,15 @@ function presentbox(a::sommelier, thoughtDict; maxtattempt::Integer=10, recentev context = """ - Name of the wines that needs to be introduced: $(thoughtDict[:actioninput]) - $(a.memory[:shortmem][:scratchpad]) + Name of the wines that needs to be introduced: $(thoughtDict["actioninput"]) + $(a.memory["shortmem"]["scratchpad"]) P.S. $errornote """ unformatPrompt = [ - Dict(:name => "system", :text => systemmsg), + Dict("name" => "system", "text" => systemmsg), ] unformatPrompt = vcat(unformatPrompt, recentchat) @@ -1075,10 +913,10 @@ function generatechat(a::sommelier, thoughtDict; maxattempt::Integer=10) """ requiredKeys = [:dialogue] - # a.memory[:shortmem][:available_wine] is a vector of dictionary + # a.memory["shortmem"][:available_wine] is a vector of dictionary # context = - # if length(a.memory[:shortmem][:available_wine]) != 0 - # "Wines previously found in your inventory: $(availableWineToText(a.memory[:shortmem][:available_wine]))" + # if length(a.memory["shortmem"][:available_wine]) != 0 + # "Wines previously found in your inventory: $(availableWineToText(a.memory["shortmem"][:available_wine]))" # else # "N/A" # end @@ -1087,13 +925,13 @@ function generatechat(a::sommelier, thoughtDict; maxattempt::Integer=10) errornote = "N/A" response = nothing # placeholder for show when error msg show up - yourthought = thoughtDict[:plan] + yourthought = thoughtDict["plan"] # yourthought1 = nothing for attempt in 1:maxattempt # if attempt > 1 # use to prevent LLM generate the same respond over and over # println("\nYiemAgent generatchat() attempt $attempt/10 ", @__FILE__, ":", @__LINE__, " $(Dates.now())") - # yourthought1 = paraphrase(a.context[:text2textInstructLLM], yourthought) + # yourthought1 = paraphrase(a.context["text"2textInstructLLM], yourthought) # else # yourthought1 = yourthought # end @@ -1109,7 +947,7 @@ function generatechat(a::sommelier, thoughtDict; maxattempt::Integer=10) unformatPrompt = [ - Dict(:name => "system", :text => systemmsg), + Dict("name" => "system", "text" => systemmsg), ] # put in model format @@ -1212,7 +1050,7 @@ function generatechat(a::companion; recentevents::Integer=10, unformatPrompt = [ - Dict(:name => "system", :text => a.systemmsg), + Dict("name" => "system", "text" => a.systemmsg), ] unformatPrompt = vcat(unformatPrompt, recentchat) @@ -1233,7 +1071,7 @@ function generatechat(a::companion; recentevents::Integer=10, # check whether LLM just repeat the previous dialogue for msg in a.chathistory - if msg[:text] == response + if msg["text"] == response errornote = "In your previous attempt, you repeated the previous dialogue. Please try again." println("\nYiemAgent generatechat() $errornote:\n$response ", @__FILE__, ":", @__LINE__, " $(Dates.now())") continue @@ -1274,7 +1112,7 @@ function generatechat(a::virtualcustomer; unformatPrompt = [ - Dict(:name => "system", :text => a.systemmsg), + Dict("name" => "system", "text" => a.systemmsg), ] unformatPrompt = vcat(unformatPrompt, recentEventsDict) # put in model format @@ -1310,7 +1148,7 @@ function generatechat(a::virtualcustomer; end # check if the dialogue is the same as the previous one - if length(responsedict[:dialogue]) != 0 && responsedict[:dialogue] == a.chathistory[end][:text] + if length(responsedict[:dialogue]) != 0 && responsedict[:dialogue] == a.chathistory[end]["text"] errornote = "In your previous attempt you said $(responsedict[:dialogue]) which was the same as the previous one." println("\nYiemAgent generatechat() $errornote:\n$response ", @__FILE__, ":", @__LINE__, " $(Dates.now())") continue @@ -1319,7 +1157,7 @@ function generatechat(a::virtualcustomer; # check whether LLM just repeat the previous dialogue dublicate = false for msg in a.chathistory - if msg[:text] == responsedict[:dialogue] + if msg["text"] == responsedict[:dialogue] errornote = "In your previous attempt, you repeated the earlier dialogue. Please try again." println("\nYiemAgent generatechat() $errornote:\n$response ", @__FILE__, ":", @__LINE__, " $(Dates.now())") dublicate = true @@ -1447,12 +1285,12 @@ function generatequestion(a, text2textInstructLLM::Function, timeline)::String dictkey = ["q1"] # context = - # if length(a.memory[:shortmem][:available_wine]) != 0 - # "Available wines you've found in your inventory so far: $(availableWineToText(a.memory[:shortmem][:available_wine]))" + # if length(a.memory["shortmem"][:available_wine]) != 0 + # "Available wines you've found in your inventory so far: $(availableWineToText(a.memory["shortmem"][:available_wine]))" # else # "N/A" # end - database_search_result = a.memory[:shortmem][:db_search_result] + database_search_result = a.memory["shortmem"][:db_search_result] # recent_ind = GeneralUtils.recentElementsIndex(length(a.memory[:events]), recent) # recentevents = a.memory[:events][recent_ind] @@ -1496,8 +1334,8 @@ function generatequestion(a, text2textInstructLLM::Function, timeline)::String _prompt = [ - Dict(:name => "system", :text => systemmsg), - Dict(:name => "user", :text => usermsg) + Dict("name" => "system", "text" => systemmsg), + Dict("name" => "user", "text" => usermsg) ] # put in model format @@ -1630,8 +1468,8 @@ function generateSituationReport(a, text2textInstructLLM::Function; skiprecent:: _prompt = [ - Dict(:name => "system", :text => systemmsg), - Dict(:name => "user", :text => usermsg) + Dict("name" => "system", "text" => systemmsg), + Dict("name" => "user", "text" => usermsg) ] # put in model format @@ -1702,8 +1540,8 @@ function detectWineryName(a, text) """ _prompt = [ - Dict(:name => "system", :text => systemmsg), - Dict(:name => "user", :text => usermsg) + Dict("name" => "system", "text" => systemmsg), + Dict("name" => "user", "text" => usermsg) ] # put in model format diff --git a/src/type.jl b/src/type.jl index 7c4bfde..001eb43 100644 --- a/src/type.jl +++ b/src/type.jl @@ -194,6 +194,86 @@ function sommelier( context, llmFormatName ) + + systemmsg = + """ + + - Generally speaking, the store inventory has some wines from France, the United States, Australia, Spain, and Italy, but you won't know exactly until you check your inventory. + - If you found wines in the store's database, they are in stock. + - You can only recommend wines that are currently in our inventory + - Before searching the database for wine, ensure you have at least the following information: 1) budget, 2) wine type, and 3) occasion. Additional details are always helpful. If the user is unsure, provide relevant information and gather insights to make reasonable inferences. + - Ask the user one question at a time. + - Do not ask the user about wine's flavor e.g. floral, citrusy, nutty or some thing similar as these terms cannot be used to search the database. + - Once the user has selected their wine, if you haven't already, ask the user whether they need any further assistance. Do not offer any additional services. + - Only end the conversation when the user explicitly intends to do so. When ending, ensure a polite farewell and an invitation to return in the future. + - Spicy foods should be paired only with light red wines. + - We do not sell organic, sustainable, gluten-free, and sulfite-free wine. Inform the user imediately if they are looking for these types of wines. Do not sell our wines as such. + - Gift box, gift card, and custom messages are available. Inform the user to contact our sales team. + + + - Greeting the customer warmly by ask them how could you help. Do not ask any other questions during this greeting. + - Encourage the customer to explore different options and try new things. + - If you are unable to locate the desired item in the database after 2 attempts, it may not be available in your inventory. In such cases, inform the user that the item is unavailable and suggest an alternative instead. + - Your store carries only wine. + - Vintage 0 means non-vintage. + - Start searching the database as broadly as possible within the given information boundary to maximize the chances of finding. Avoid unnecessary parameters unless specified by the user. Refine the search subsequently. + Search the database as broad as possible under the informantion you have will increase the chance to find wine. Avoid uneccessary parameter such as region, country, tasting notes unless the user specify + + - CHATBOX which you can use to talk with the user. Be specific. + - CHECKWINE allows you to check information about wines you want in your inventory's database. The input must be supported search criteria includeing: wine price, winery, name, vintage, region, country, type, grape varietal, tasting notes, occasion, food pairing, intensity, tannin, sweetness, and acidity. + Example query 1: "Dry, full-bodied red wine from 1) region: Burgundy, country: France or 2) region: Tuscany, country: Italy. Grape varietal: Merlot or Syrah. price 100 to 1000 USD." + Example query 2: "Red or white wine, medium tannin, price under 700 USD" + Example query 3: "white wine, region: Tuscany or Bordeaux, country: Italy or France + - PRESENTBOX which you can use to present wines you have found in your inventory to the user. The input are wine names that you want to present. The output is presentation of the wines. + - ENDCONVERSATION which you can use to properly end the conversation with the user. Input is a dialogue where you wrap up the conversation, thank the user, and invite them to return next time. + + + Your name is $(newAgent.name). You are a sommelier for website-based $(newAgent.retailername)'s wine store. You are working under your mentor supervision. + + + Your customer is coming into the store + + + 1) Establish a connection with the customer by talking to them politely and showing your enthusiasm for their wine preferences. + 2) Provide relevant information and guide them to select the best wines only from your store's inventory that align with their preferences. + + + 1) According to the store's policy and guidelines, make an informed decision about what you need to do to achieve the goal + 2) Keep the conversation with the customer going smoothly + 2) Obey your mentor's suggestions. + + + 1) Requesting the user to place an order, make a purchase, or confirm the order. These are the job of our sales team at the store. + 2) Processing sales orders or engaging in any other sales-related activities. These are the job of our sales team at the store. + 3) Answering questions or offering additional services beyond those related to your store's wine recommendations such as discounts, quantity, rewards programs, promotions, delivery options, shipping, boxes, gift wrapping, packaging, personalized messages or something similar. These are the job of our sales team at the store. + + + context: additional information about the current situation + + + 1) plan: Based on the current situation, state a complete action plan to complete the task. Be specific. + 2) actionname: (Typically corresponds to the execution of the first step in your plan) Can be one of the available tool name + 3) actioninput: The input to the action you are about to perform according to your plan. + + + { + "plan": "...", + "actionname": "...", + "actioninput": "..." + } + + + Let's begin! + """ + + system_msg = Dict( + "role" => "system", + "content" => [ + Dict("type" => "text", "text" => systemmsg), + ] + ) + + push!(newAgent.chathistory, system_msg) return newAgent end diff --git a/test/large_image.png b/test/large_image.png new file mode 100644 index 0000000000000000000000000000000000000000..2a89fd8e1d36d1d6abf90cad15142ea9b83dcf13 GIT binary patch literal 1232619 zcmV(`K-0g8P)T<%s@A*DH~bSxQQqC>JNxXP_h+qIRrORoRjb*52_Ap=%U^!)@`ZQ5*sZ_cd;4O$ z^e=49pZm{dz1w?c?LBMVT5Iuhyl1^xJfCyM-~KqB#=~E?c(3Jm;{A@#$Maz}j;H(a z&waliKR3JIKecf@-;d{hu=Tt9yxZ-zA3rx6ztj1gn(HYZL@yhWUt}VxsfBOU9YjNDUbsu!w`jxkKTyL|}^{m&Z-+Dfe4|l ^FT5Kd$k% z`?$WbDYao==tGsegN-j2`p=oBDM;w!< 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