update
This commit is contained in:
narawat lamaiin
@@ -330,183 +330,6 @@ julia>
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# Signature
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"""
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# function extractWineAttributes_1(a::T1, input::T2)::String where {T1<:agent, T2<:AbstractString}
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# systemmsg =
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# """
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# As a helpful sommelier, your task is to extract the user information from the user's query as much as possible to fill out user's preference form.
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# At each round of conversation, the user will give you the current situation:
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# User's query: ...
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# You must follow the following guidelines:
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# 1) If specific information required in the preference form is not available in the query or there isn't any, mark with "NA" to indicate this.
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# Additionally, words like 'any' or 'unlimited' mean no information is available.
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# 2) Do not generate other comments.
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# You should then respond to the user with the following points:
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# - reasoning: state your understanding of the current situation
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# - wine_name: name of the wine
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# - winery: name of the winery
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# - vintage: the year of the wine
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# - region: a region in a country where the wine is produced, such as Burgundy, Napa Valley, etc
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# - country: a country where the wine is produced. Can be "Austria", "Australia", "France", "Germany", "Italy", "Portugal", "Spain", "United States"
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# - wine_type: can be one of: "red", "white", "sparkling", "rose", "dessert" or "fortified"
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# - grape_variety: the name of the primary grape used to make the wine
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# - tasting_notes: a brief description of the wine's taste, such as "butter", "oak", "fruity", etc
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# - wine_price: price of wine. For example, up to 100, less than 100, 20 to 100, 30-79.95
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# - occasion: the occasion the user is having the wine for
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# - food_to_be_paired_with_wine: food that the user will be served with the wine such as poultry, fish, steak, etc
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# You should only respond in the user's preference form as described below:
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# reasoning: ...
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# winery: ...
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# wine_name: ...
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# vintage: ...
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# region: ...
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# country: ...
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# wine_type: ...
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# grape_variety: ...
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# tasting_notes: ...
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# wine_price: ...
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# occasion: ...
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# food_to_be_paired_with_wine: ...
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# Here are some example:
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# User's query: red, Chenin Blanc, Riesling, under 20
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# reasoning: ...
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# winery: NA
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# wine_name: NA
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# vintage: NA
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# region: NA
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# country: NA
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# wine_type: red
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# grape_variety: Chenin Blanc, Riesling
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# tasting_notes: NA
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# wine_price: under 20
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# occasion: NA
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# food_to_be_paired_with_wine: NA
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# User's query: Domaine du Collier Saumur Blanc 2019, France, white, Chenin Blanc
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# reasoning: ...
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# winery: Domaine du Collier
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# wine_name: Saumur Blanc
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# vintage: 2019
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# region: Saumur
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# country: France
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# wine_type: white
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# grape_variety: Chenin Blanc
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# tasting_notes: NA
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# wine_price: 109
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# occasion: NA
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# food_to_be_paired_with_wine: NA
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# Let's begin!
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# """
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# attributes = ["reasoning", "winery", "wine_name", "vintage", "region", "country", "wine_type", "grape_variety", "tasting_notes", "wine_price", "occasion", "food_to_be_paired_with_wine"]
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# errornote = ""
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# maxattempt = 5
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# for attempt in 1:maxattempt
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# usermsg =
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# """
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# User's query: $input
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# $errornote
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# """
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# _prompt =
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# [
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# Dict(:name=> "system", :text=> systemmsg),
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# Dict(:name=> "user", :text=> usermsg)
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# ]
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# # put in model format
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# prompt = GeneralUtils.formatLLMtext(_prompt; formatname="llama3instruct")
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# prompt *=
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# """
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# <|start_header_id|>assistant<|end_header_id|>
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# """
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# try
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# response = a.func[:text2textInstructLLM](prompt)
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# response = GeneralUtils.remove_french_accents(response)
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# # check wheter all attributes are in the response
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# for word in attributes
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# if !occursin(word, response)
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# error("$word attribute is missing")
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# end
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# end
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# responsedict = GeneralUtils.textToDict(response, attributes, rightmarker=":", symbolkey=true)
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# for i ∈ attributes
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# if length(JSON3.write(responsedict[Symbol(i)])) == 0
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# error("$i is empty ", @__LINE__)
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# end
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# end
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# #check if the following attributes has more than 1 name
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# # responsedict[:grape_variety] = split(responsedict[:grape_variety], ',')[1]
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# # responsedict[:grape_variety] = split(responsedict[:grape_variety], '/')[1]
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# responsedict[:country] = split(responsedict[:country], ',')[1]
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# responsedict[:country] = split(responsedict[:country], '/')[1]
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# responsedict[:region] = split(responsedict[:region], ',')[1]
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# responsedict[:region] = split(responsedict[:region], '/')[1]
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# delete!(responsedict, :reasoning)
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# delete!(responsedict, :tasting_notes)
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# delete!(responsedict, :occasion)
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# delete!(responsedict, :food_to_be_paired_with_wine)
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# # check if winery, wine_name, region, country, wine_type, grape_variety are in the query because sometime AI halucinates
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# for i in [:grape_variety, :winery, :wine_name, :region]
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# result = check_key_in_input(input, responsedict, attempt, maxattempt, i)
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# if result === nothing
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# # nothing wrong
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# elseif result == "NA"
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# responsedict[i] = "NA"
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# else
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# errornote = result
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# error(errornote)
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# end
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# end
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# # remove (some text)
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# for (k, v) in responsedict
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# _v = replace(v, r"\(.*?\)" => "")
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# responsedict[k] = _v
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# end
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# result = ""
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# for (k, v) in responsedict
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# # some time LLM generate text with "(some comment)". this line removes it
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# if !occursin("NA", v) && v != "" && !occursin("none", v) && !occursin("None", v)
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# result *= "$k: $v, "
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# end
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# end
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# #[PENDING] remove halucination. "highend dry white wine" --> "wine_type: white, occasion: special occasion, food_to_be_paired_with_wine: seafood, fish, country: France, Italy, USA, grape_variety: Chardonnay, Sauvignon Blanc, Pinot Grigio\nwine_notes: citrus, green apple, floral"
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# result = result[1:end-2] # remove the ending ", "
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# return result
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# catch e
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# io = IOBuffer()
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# showerror(io, e)
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# errorMsg = String(take!(io))
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# st = sprint((io, v) -> show(io, "text/plain", v), stacktrace(catch_backtrace()))
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# println("")
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# println("Attempt $attempt. Error occurred: $errorMsg\n$st ", @__FILE__, " ", @__LINE__)
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# println("")
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# end
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# end
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# error("wineattributes_wordToNumber() failed to get a response")
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# end
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function extractWineAttributes_1(a::T1, input::T2)::String where {T1<:agent, T2<:AbstractString}
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systemmsg =
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@@ -529,27 +352,27 @@ function extractWineAttributes_1(a::T1, input::T2)::String where {T1<:agent, T2<
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- region: a region (NOT a country) where the wine is produced, such as Burgundy, Napa Valley, etc
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- country: a country where the wine is produced. Can be "Austria", "Australia", "France", "Germany", "Italy", "Portugal", "Spain", "United States"
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- wine_type: can be one of: "red", "white", "sparkling", "rose", "dessert" or "fortified"
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- grape_variety: the name of the primary grape used to make the wine
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- grape_varietal: the name of the primary grape used to make the wine
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- tasting_notes: a brief description of the wine's taste, such as "butter", "oak", "fruity", etc
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- wine_price: price of wine. For example, up to 100, less than 100, 20 to 100, 30-79.95
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- wine_price: price range of wine.
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- occasion: the occasion the user is having the wine for
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- food_to_be_paired_with_wine: food that the user will be served with the wine such as poultry, fish, steak, etc
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You should only respond in the user's preference form (JSON) as described below:
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{"reasoning": ..., "winery": ..., "wine_name": ..., "vintage": ..., "region": ..., "country": ..., "wine_type": ..., "grape_variety": ..., "tasting_notes": ..., "wine_price": ..., "occasion": ..., "food_to_be_paired_with_wine": ...}
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{"reasoning": ..., "winery": ..., "wine_name": ..., "vintage": ..., "region": ..., "country": ..., "wine_type": ..., "grape_varietal": ..., "tasting_notes": ..., "wine_price": ..., "occasion": ..., "food_to_be_paired_with_wine": ...}
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Here are some example:
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User's query: red, Chenin Blanc, Riesling, under 20
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{"reasoning": ..., "winery": "NA", "wine_name": "NA", "vintage": "NA", "region": "NA", "country": "NA", "wine_type": "red", "grape_variety": "Chenin Blanc, Riesling", "tasting_notes": "NA", "wine_price": "under 20", "occasion": "NA", "food_to_be_paired_with_wine": "NA"}
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User's query: red, Chenin Blanc, Riesling, 20 USD
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{"reasoning": ..., "winery": "NA", "wine_name": "NA", "vintage": "NA", "region": "NA", "country": "NA", "wine_type": "red", "grape_varietal": "Chenin Blanc, Riesling", "tasting_notes": "NA", "wine_price": "0-20", "occasion": "NA", "food_to_be_paired_with_wine": "NA"}
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User's query: Domaine du Collier Saumur Blanc 2019, France, white, Chenin Blanc
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{"reasoning": ..., "winery": "Domaine du Collier", "wine_name": "Saumur Blanc", "vintage": "2019", "region": "Saumur", "country": "France", "wine_type": "white", "grape_variety": "Chenin Blanc", "tasting_notes": "NA", "wine_price": "109", "occasion": "NA", "food_to_be_paired_with_wine": "NA"}
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{"reasoning": ..., "winery": "Domaine du Collier", "wine_name": "Saumur Blanc", "vintage": "2019", "region": "Saumur", "country": "France", "wine_type": "white", "grape_varietal": "Chenin Blanc", "tasting_notes": "NA", "wine_price": "NA", "occasion": "NA", "food_to_be_paired_with_wine": "NA"}
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Let's begin!
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"""
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attributes = ["reasoning", "winery", "wine_name", "vintage", "region", "country", "wine_type", "grape_variety", "tasting_notes", "wine_price", "occasion", "food_to_be_paired_with_wine"]
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attributes = ["reasoning", "winery", "wine_name", "vintage", "region", "country", "wine_type", "grape_varietal", "tasting_notes", "wine_price", "occasion", "food_to_be_paired_with_wine"]
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errornote = ""
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for attempt in 1:5
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@@ -576,13 +399,16 @@ function extractWineAttributes_1(a::T1, input::T2)::String where {T1<:agent, T2<
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response = GeneralUtils.remove_french_accents(response)
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# check wheter all attributes are in the response
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checkFlag = false
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for word in attributes
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if !occursin(word, response)
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errornote = "$word attribute is missing in previous attempts"
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println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
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continue
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checkFlag = true
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break
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end
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end
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checkFlag == true ? continue : nothing
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responsedict = copy(JSON3.read(response))
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@@ -591,24 +417,52 @@ function extractWineAttributes_1(a::T1, input::T2)::String where {T1<:agent, T2<
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delete!(responsedict, :occasion)
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delete!(responsedict, :food_to_be_paired_with_wine)
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# check if winery, wine_name, region, country, wine_type, grape_variety are in the query because sometime AI halucinates
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for i in [:grape_variety, :winery, :wine_name, :region]
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content = responsedict[i]
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if occursin(",", content)
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content = split(content, ",") # sometime AI generates multiple values e.g. "Chenin Blanc, Riesling"
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content = strip.(content)
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else
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content = [content]
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end
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println(@__FILE__, " ", @__LINE__)
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pprintln(responsedict)
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for x in content
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if !occursin("NA", responsedict[i]) && !occursin(x, input)
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errornote = "$x is not mentioned in the user query, you must only use the info from the query."
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println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
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continue
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# check if winery, wine_name, region, country, wine_type, grape_varietal's value are in the query because sometime AI halucinates
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checkFlag = false
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for i in attributes
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j = Symbol(i)
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if j ∉ [:reasoning, :tasting_notes, :occasion, :food_to_be_paired_with_wine]
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# in case j is wine_price it needs to be checked differently because its value is ranged
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if j == "wine_price"
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if responsedict[:wine_price] != "NA"
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# check whether wine_price is in ranged number
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if !occursin('-', responsedict[:wine_price])
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errornote = "wine_price must be a range number"
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println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
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checkFlag = true
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break
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end
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# check whether max wine_price is in the input
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maxprice = split(responsedict[:wine_price], '-')[end]
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if !occursin(maxprice, input)
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responsedict[:wine_price] = "NA"
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end
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end
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else
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content = responsedict[j]
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if occursin(",", content)
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content = split(content, ",") # sometime AI generates multiple values e.g. "Chenin Blanc, Riesling"
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content = strip.(content)
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else
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content = [content]
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end
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for x in content
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if !occursin("NA", responsedict[j]) && !occursin(x, input)
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errornote = "$x is not mentioned in the user query, you must only use the info from the query."
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println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
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checkFlag == true
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break
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end
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end
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end
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end
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end
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checkFlag == true ? continue : nothing
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# remove (some text)
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for (k, v) in responsedict
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@@ -624,7 +478,7 @@ function extractWineAttributes_1(a::T1, input::T2)::String where {T1<:agent, T2<
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end
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end
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#[PENDING] remove halucination. "highend dry white wine" --> "wine_type: white, occasion: special occasion, food_to_be_paired_with_wine: seafood, fish, country: France, Italy, USA, grape_variety: Chardonnay, Sauvignon Blanc, Pinot Grigio\nwine_notes: citrus, green apple, floral"
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#[PENDING] remove halucination. "highend dry white wine" --> "wine_type: white, occasion: special occasion, food_to_be_paired_with_wine: seafood, fish, country: France, Italy, USA, grape_varietal: Chardonnay, Sauvignon Blanc, Pinot Grigio\nwine_notes: citrus, green apple, floral"
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result = result[1:end-2] # remove the ending ", "
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@@ -785,7 +639,7 @@ function extractWineAttributes_2(a::T1, input::T2)::String where {T1<:agent, T2<
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for (k, v) in responsedict
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if !occursin("keyword", string(k))
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if v !== "NA" && (!occursin('-', v) || length(v) > 5)
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errornote = "WARNING: The non-range value {$k: $v} is not allowed. It should be specified in a range format, such as min-max."
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errornote = "WARNING: The non-range value {$k: $v} is not allowed. It should be specified in a range format, i.e. min-max."
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println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
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continue
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end
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Reference in New Issue
Block a user