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Upped number of retries for JSON from 1 to 2. Added pretty debugging of chatGPT prompts.
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@ -31,16 +31,18 @@ type File = (FilePath, Text)
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data AuthProvider = UsernameAndPassword
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queryChatGPTForJSON :: FromJSON a => ChatGPTParams -> [ChatMessage] -> CodeAgent a
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queryChatGPTForJSON chatGPTParams = doQueryForJSON True
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queryChatGPTForJSON chatGPTParams = doQueryForJSON 0
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where
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doQueryForJSON isFirstTry chatMsgs = do
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doQueryForJSON :: (FromJSON a) => Int -> [ChatMessage] -> CodeAgent a
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doQueryForJSON numPrevFailures chatMsgs = do
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response <- queryChatGPT chatGPTParams chatMsgs
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case Aeson.eitherDecode . textToLazyBS . naiveTrimJSON $ response of
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Right result -> return result
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Left errMsg ->
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if isFirstTry
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let numFailures = numPrevFailures + 1
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in if numFailures <= maxNumFailuresBeforeGivingUp
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then
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doQueryForJSON False $
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doQueryForJSON (numPrevFailures + 1) $
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chatMsgs
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++ [ GPT.ChatMessage {GPT.role = GPT.Assistant, GPT.content = response},
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GPT.ChatMessage
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@ -56,6 +58,8 @@ queryChatGPTForJSON chatGPTParams = doQueryForJSON True
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writeToLog "Failed to parse ChatGPT response as JSON."
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error $ "Failed to parse ChatGPT response as JSON: " <> errMsg
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maxNumFailuresBeforeGivingUp = 2
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-- TODO: Test more for the optimal temperature (possibly higher).
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defaultChatGPTParams :: ChatGPTParams
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defaultChatGPTParams = GPT.ChatGPTParams {_model = GPT.GPT_3_5_turbo_16k, _temperature = Just 1.0}
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@ -1,5 +1,4 @@
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{-# LANGUAGE DeriveGeneric #-}
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{-# LANGUAGE ViewPatterns #-}
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module Wasp.AI.OpenAI.ChatGPT
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( queryChatGPT,
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@ -14,10 +13,12 @@ module Wasp.AI.OpenAI.ChatGPT
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where
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import Control.Arrow ()
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import Control.Monad (when)
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import Data.Aeson ((.=))
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import qualified Data.Aeson as Aeson
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import Data.ByteString.UTF8 as BSU
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import Data.Text (Text)
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import Debug.Pretty.Simple (pTrace)
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import GHC.Generics (Generic)
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import qualified Network.HTTP.Conduit as HTTP.C
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import qualified Network.HTTP.Simple as HTTP
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@ -48,6 +49,16 @@ queryChatGPT apiKey params requestMessages = do
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let (chatResponse :: ChatResponse) = HTTP.getResponseBody response
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when False $
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pTrace
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( "\n\n\n\n==================================\n\n"
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<> show requestMessages
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<> "\n\n============\n\n"
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<> show (usage chatResponse)
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<> "\n\n==================================\n\n\n\n"
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)
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$ return ()
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return $ content $ message $ head $ choices chatResponse
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where
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secondsToMicroSeconds :: Int -> Int
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@ -119,6 +119,7 @@ library
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, parsec ^>= 3.1.14
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, path ^>= 0.9.2
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, path-io ^>= 1.6.3
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, pretty-simple ^>= 4.1.2
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, regex-tdfa ^>= 1.3.1
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, strong-path ^>= 1.1.4
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, unliftio ^>= 0.2.20
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