update
This commit is contained in:
narawat lamaiin
@@ -500,16 +500,24 @@ function extractWineAttributes_1(a::T1, input::T2; maxattempt=10
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# responsedict = GeneralUtils.textToDict(response, header;
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# dictKey=dictkey, symbolkey=true)
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removekeys = [:thought, :tasting_notes, :occasion, :food_to_be_paired_with_wine, :vintage]
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for i in removekeys
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delete!(responsedict, i)
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end
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delete!(responsedict, :thought)
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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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delete!(responsedict, :vintage)
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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 requiredKeys
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j = Symbol(i)
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if j ∉ [:thought, :tasting_notes, :occasion, :food_to_be_paired_with_wine]
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if j ∉ removekeys
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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] != "N/A"
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@@ -592,7 +600,7 @@ function extractWineAttributes_2(a::T1, input::T2)::String where {T1<:agent, T2<
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conversiontable =
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"""
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<Conversion Table>
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<conversion_table>
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Intensity level:
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1 to 2: May correspond to "light-bodied" or a similar description.
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2 to 3: May correspond to "med light bodied", "medium light" or a similar description.
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@@ -617,16 +625,16 @@ function extractWineAttributes_2(a::T1, input::T2)::String where {T1<:agent, T2<
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3 to 4: May correspond to "medium acidity" or a similar description.
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4 to 5: May correspond to "semi high acidity" or a similar description.
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4 to 5: May correspond to "high acidity" or a similar description.
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</Conversion Table>
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</conversion_table>
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"""
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systemmsg =
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"""
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As an helpful sommelier, your task is to fill out the user's preference form based on the corresponding words from the user's query.
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At each round of conversation, the user will give you the current situation:
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Conversion Table: ...
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User's query: ...
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At each round of conversation, you will be given the following information:
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conversion_table: a conversion table that maps descriptive words to their corresponding integer levels
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query: the words from the user's query that describe their preferences
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The preference form requires the following information:
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sweetness, acidity, tannin, intensity
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@@ -637,86 +645,109 @@ function extractWineAttributes_2(a::T1, input::T2)::String where {T1<:agent, T2<
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2) Use the conversion table to convert the descriptive word level of sweetness, intensity, tannin, and acidity into a corresponding integer.
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3) Do not generate other comments.
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You should then respond to the user with:
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Sweetness_keyword: The exact keywords in the user's query describing the sweetness level of the wine.
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Sweetness: ( S ), where ( S ) represents integers indicating the range of sweetness levels. Example: 1-2
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Acidity_keyword: The exact keywords in the user's query describing the acidity level of the wine.
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Acidity: ( A ), where ( A ) represents integers indicating the range of acidity level. Example: 3-5
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Tannin_keyword: The exact keywords in the user's query describing the tannin level of the wine.
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Tannin: ( T ), where ( T ) represents integers indicating the range of tannin level. Example: 1-3
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Intensity_keyword: The exact keywords in the user's query describing the intensity level of the wine.
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Intensity: ( I ), where ( I ) represents integers indicating the range of intensity level. Example: 2-4
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You should only respond in format as described below:
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Sweetness_keyword: ...
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Sweetness: ...
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Acidity_keyword: ...
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Acidity: ...
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Tannin_keyword: ...
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Tannin: ...
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Intensity_keyword: ...
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Intensity: ...
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sweetness_keyword: The exact keywords in the user's query describing the sweetness level of the wine.
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sweetness: ( S ), where ( S ) represents integers indicating the range of sweetness levels. Example: 1-2
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acidity_keyword: The exact keywords in the user's query describing the acidity level of the wine.
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acidity: ( A ), where ( A ) represents integers indicating the range of acidity level. Example: 3-5
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tannin_keyword: The exact keywords in the user's query describing the tannin level of the wine.
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tannin: ( T ), where ( T ) represents integers indicating the range of tannin level. Example: 1-3
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intensity_keyword: The exact keywords in the user's query describing the intensity level of the wine.
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intensity: ( I ), where ( I ) represents integers indicating the range of intensity level. Example: 2-4
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You should only respond in JSON format as described below:
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{
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"sweetness_keyword": "...",
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"sweetness": "...",
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"acidity_keyword": "...",
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"acidity": "...",
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"tannin_keyword": "...",
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"tannin": "...",
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"intensity_keyword": "...",
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"intensity": "..."
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}
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Here are some examples:
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User's query: I want a wine with a medium-bodied, low acidity, medium tannin.
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Sweetness_keyword: N/A
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Sweetness: N/A
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Acidity_keyword: low acidity
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Acidity: 1-2
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Tannin_keyword: medium tannin
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Tannin: 3-4
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Intensity_keyword: medium-bodied
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Intensity: 3-4
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{
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"sweetness_keyword": "N/A",
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"sweetness": "N/A",
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"acidity_keyword": "low acidity",
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"acidity": 1-2,
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"tannin_keyword": "medium tannin",
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"tannin": 3-4,
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"intensity_keyword": "medium-bodied",
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"intensity": 3-4
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}
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User's query: German red wine, under 100, pairs with spicy food
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Sweetness_keyword: N/A
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Sweetness: N/A
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Acidity_keyword: N/A
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Acidity: N/A
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Tannin_keyword: N/A
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Tannin: N/A
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Intensity_keyword: N/A
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Intensity: N/A
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{
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"sweetness_keyword": "N/A",
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"sweetness": "N/A",
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"acidity_keyword": "N/A",
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"acidity": "N/A",
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"tannin_keyword": "N/A",
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"tannin": "N/A",
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"intensity_keyword": "N/A",
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"intensity": "N/A"
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}
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Let's begin!
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"""
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header = ["Sweetness_keyword:", "Sweetness:", "Acidity_keyword:", "Acidity:", "Tannin_keyword:", "Tannin:", "Intensity_keyword:", "Intensity:"]
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dictkey = ["sweetness_keyword", "sweetness", "acidity_keyword", "acidity", "tannin_keyword", "tannin", "intensity_keyword", "intensity"]
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requiredKeys = [:sweetness_keyword, :sweetness, :acidity_keyword, :acidity, :tannin_keyword, :tannin, :intensity_keyword, :intensity]
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# header = ["Sweetness_keyword:", "Sweetness:", "Acidity_keyword:", "Acidity:", "Tannin_keyword:", "Tannin:", "Intensity_keyword:", "Intensity:"]
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# dictkey = ["sweetness_keyword", "sweetness", "acidity_keyword", "acidity", "tannin_keyword", "tannin", "intensity_keyword", "intensity"]
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errornote = "N/A"
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for attempt in 1:10
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usermsg =
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context =
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"""
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$conversiontable
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User's query: $input
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<query>
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$input
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</query>
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P.S. $errornote
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/no_think
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"""
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_prompt =
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unformatPrompt =
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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, a.llmFormatName)
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prompt = GeneralUtils.formatLLMtext(unformatPrompt, a.llmFormatName)
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# add info
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prompt = prompt * context
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response = a.func[:text2textInstructLLM](prompt)
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response = a.func[:text2textInstructLLM](prompt; modelsize="medium", senderId=a.id)
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response = GeneralUtils.deFormatLLMtext(response, a.llmFormatName)
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response = GeneralUtils.remove_french_accents(response)
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think, response = GeneralUtils.extractthink(response)
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# check whether response has all answer's key points
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detected_kw = GeneralUtils.detect_keyword(header, response)
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if 0 ∈ values(detected_kw)
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errornote = "In your previous attempt does not have all answer's key points"
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println("\nERROR YiemAgent extractWineAttributes_2() Attempt $attempt $errornote ", @__FILE__, ":", @__LINE__, " $(Dates.now())")
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continue
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elseif sum(values(detected_kw)) > length(header)
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errornote = "In your previous attempt has duplicated answer's key points"
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println("\nERROR YiemAgent extractWineAttributes_2() Attempt $attempt $errornote ", @__FILE__, ":", @__LINE__, " $(Dates.now())")
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responsedict = nothing
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try
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responsedict = copy(JSON3.read(response))
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catch
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println("\nERROR YiemAgent extractWineAttributes_2() failed to parse response: $response ", @__FILE__, ":", @__LINE__, " $(Dates.now())")
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continue
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end
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responsedict = GeneralUtils.textToDict(response, header;
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dictKey=dictkey, symbolkey=true)
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# check whether all answer's key points are in responsedict
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_responsedictKey = keys(responsedict)
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responsedictKey = [i for i in _responsedictKey] # convert into a list
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is_requiredKeys_in_responsedictKey = [i ∈ responsedictKey for i in requiredKeys]
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if length(is_requiredKeys_in_responsedictKey) > length(requiredKeys)
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errornote = "Your previous attempt has more key points than answer's required key points."
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println("\nERROR YiemAgent extractWineAttributes_2() $errornote --> $response ", @__FILE__, ":", @__LINE__, " $(Dates.now())")
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continue
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elseif !all(is_requiredKeys_in_responsedictKey)
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zeroind = findall(x -> x == 0, is_requiredKeys_in_responsedictKey)
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missingkeys = [requiredKeys[i] for i in zeroind]
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errornote = "$missingkeys are missing from your previous response"
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println("\nERROR YiemAgent extractWineAttributes_2() $errornote --> $response ", @__FILE__, ":", @__LINE__, " $(Dates.now())")
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continue
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end
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# check whether each describing keyword is in the input to prevent halucination
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for i in ["sweetness", "acidity", "tannin", "intensity"]
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