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|
{-# LANGUAGE DeriveGeneric #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE NoImplicitPrelude #-}
-- | LLM Provider abstraction for multi-backend support.
--
-- Supports multiple LLM backends:
-- - OpenRouter (cloud API, multiple models)
-- - Ollama (local models)
-- - Amp CLI (subprocess)
--
-- : out omni-agent-provider
-- : dep aeson
-- : dep http-conduit
-- : dep http-client-tls
-- : dep http-types
-- : dep case-insensitive
module Omni.Agent.Provider
( Provider (..),
ProviderConfig (..),
ChatResult (..),
Message (..),
Role (..),
ToolCall (..),
FunctionCall (..),
Usage (..),
ToolApi (..),
StreamChunk (..),
defaultOpenRouter,
defaultOllama,
chat,
chatWithUsage,
chatStream,
main,
test,
)
where
import Alpha
import Data.Aeson ((.=))
import qualified Data.Aeson as Aeson
import qualified Data.Aeson.KeyMap as KeyMap
import qualified Data.ByteString as BS
import qualified Data.ByteString.Lazy as BL
import qualified Data.CaseInsensitive as CI
import Data.IORef (modifyIORef, newIORef, readIORef, writeIORef)
import qualified Data.IntMap.Strict as IntMap
import qualified Data.Text as Text
import qualified Data.Text.Encoding as TE
import qualified Network.HTTP.Client as HTTPClient
import qualified Network.HTTP.Client.TLS as HTTPClientTLS
import qualified Network.HTTP.Simple as HTTP
import Network.HTTP.Types.Status (statusCode)
import qualified Omni.Test as Test
import qualified System.Timeout as Timeout
main :: IO ()
main = Test.run test
test :: Test.Tree
test =
Test.group
"Omni.Agent.Provider"
[ Test.unit "defaultOpenRouter has correct endpoint" <| do
case defaultOpenRouter "" "test-model" of
OpenRouter cfg -> providerBaseUrl cfg Test.@=? "https://openrouter.ai/api/v1"
_ -> Test.assertFailure "Expected OpenRouter",
Test.unit "defaultOllama has correct endpoint" <| do
case defaultOllama "test-model" of
Ollama cfg -> providerBaseUrl cfg Test.@=? "http://localhost:11434"
_ -> Test.assertFailure "Expected Ollama",
Test.unit "ChatResult preserves message" <| do
let msg = Message User "test" Nothing Nothing
result = ChatResult msg Nothing
chatMessage result Test.@=? msg
]
-- | HTTP request timeout in microseconds (60 seconds)
httpTimeoutMicros :: Int
httpTimeoutMicros = 60 * 1000000
-- | Maximum number of retries for transient failures
maxRetries :: Int
maxRetries = 3
-- | Initial backoff delay in microseconds (1 second)
initialBackoffMicros :: Int
initialBackoffMicros = 1000000
-- | Retry an IO action with exponential backoff
-- Retries on timeout, connection errors, and 5xx status codes
retryWithBackoff :: Int -> Int -> IO (Either Text a) -> IO (Either Text a)
retryWithBackoff retriesLeft backoff action
| retriesLeft <= 0 = action
| otherwise = do
result <- Timeout.timeout httpTimeoutMicros action
case result of
Nothing -> do
threadDelay backoff
retryWithBackoff (retriesLeft - 1) (backoff * 2) action
Just (Left err)
| isRetryable err -> do
threadDelay backoff
retryWithBackoff (retriesLeft - 1) (backoff * 2) action
Just r -> pure r
where
isRetryable err =
"HTTP error: 5"
`Text.isPrefixOf` err
|| "connection"
`Text.isInfixOf` Text.toLower err
|| "timeout"
`Text.isInfixOf` Text.toLower err
data Provider
= OpenRouter ProviderConfig
| Ollama ProviderConfig
| AmpCLI FilePath
deriving (Show, Eq, Generic)
data ProviderConfig = ProviderConfig
{ providerBaseUrl :: Text,
providerApiKey :: Text,
providerModel :: Text,
providerExtraHeaders :: [(ByteString, ByteString)]
}
deriving (Show, Eq, Generic)
instance Aeson.ToJSON ProviderConfig where
toJSON c =
Aeson.object
[ "baseUrl" .= providerBaseUrl c,
"apiKey" .= providerApiKey c,
"model" .= providerModel c
]
instance Aeson.FromJSON ProviderConfig where
parseJSON =
Aeson.withObject "ProviderConfig" <| \v ->
(ProviderConfig </ (v Aeson..: "baseUrl"))
<*> (v Aeson..: "apiKey")
<*> (v Aeson..: "model")
<*> pure []
defaultOpenRouter :: Text -> Text -> Provider
defaultOpenRouter apiKey model =
OpenRouter
ProviderConfig
{ providerBaseUrl = "https://openrouter.ai/api/v1",
providerApiKey = apiKey,
providerModel = model,
providerExtraHeaders =
[ ("HTTP-Referer", "https://omni.dev"),
("X-Title", "Omni Agent")
]
}
defaultOllama :: Text -> Provider
defaultOllama model =
Ollama
ProviderConfig
{ providerBaseUrl = "http://localhost:11434",
providerApiKey = "",
providerModel = model,
providerExtraHeaders = []
}
data Role = System | User | Assistant | ToolRole
deriving (Show, Eq, Generic)
instance Aeson.ToJSON Role where
toJSON System = Aeson.String "system"
toJSON User = Aeson.String "user"
toJSON Assistant = Aeson.String "assistant"
toJSON ToolRole = Aeson.String "tool"
instance Aeson.FromJSON Role where
parseJSON = Aeson.withText "Role" parseRole
where
parseRole "system" = pure System
parseRole "user" = pure User
parseRole "assistant" = pure Assistant
parseRole "tool" = pure ToolRole
parseRole _ = empty
data Message = Message
{ msgRole :: Role,
msgContent :: Text,
msgToolCalls :: Maybe [ToolCall],
msgToolCallId :: Maybe Text
}
deriving (Show, Eq, Generic)
instance Aeson.ToJSON Message where
toJSON m =
Aeson.object
<| catMaybes
[ Just ("role" .= msgRole m),
Just ("content" .= msgContent m),
("tool_calls" .=) </ msgToolCalls m,
("tool_call_id" .=) </ msgToolCallId m
]
instance Aeson.FromJSON Message where
parseJSON =
Aeson.withObject "Message" <| \v ->
(Message </ (v Aeson..: "role"))
<*> (v Aeson..:? "content" Aeson..!= "")
<*> (v Aeson..:? "tool_calls")
<*> (v Aeson..:? "tool_call_id")
data ToolCall = ToolCall
{ tcId :: Text,
tcType :: Text,
tcFunction :: FunctionCall
}
deriving (Show, Eq, Generic)
instance Aeson.ToJSON ToolCall where
toJSON tc =
Aeson.object
[ "id" .= tcId tc,
"type" .= tcType tc,
"function" .= tcFunction tc
]
instance Aeson.FromJSON ToolCall where
parseJSON =
Aeson.withObject "ToolCall" <| \v ->
(ToolCall </ (v Aeson..: "id"))
<*> (v Aeson..:? "type" Aeson..!= "function")
<*> (v Aeson..: "function")
data FunctionCall = FunctionCall
{ fcName :: Text,
fcArguments :: Text
}
deriving (Show, Eq, Generic)
instance Aeson.ToJSON FunctionCall where
toJSON fc =
Aeson.object
[ "name" .= fcName fc,
"arguments" .= fcArguments fc
]
instance Aeson.FromJSON FunctionCall where
parseJSON =
Aeson.withObject "FunctionCall" <| \v ->
(FunctionCall </ (v Aeson..: "name"))
<*> (v Aeson..:? "arguments" Aeson..!= "{}")
data Usage = Usage
{ usagePromptTokens :: Int,
usageCompletionTokens :: Int,
usageTotalTokens :: Int,
usageCost :: Maybe Double
}
deriving (Show, Eq, Generic)
instance Aeson.FromJSON Usage where
parseJSON =
Aeson.withObject "Usage" <| \v ->
(Usage </ (v Aeson..: "prompt_tokens"))
<*> (v Aeson..: "completion_tokens")
<*> (v Aeson..: "total_tokens")
<*> (v Aeson..:? "cost")
data ChatResult = ChatResult
{ chatMessage :: Message,
chatUsage :: Maybe Usage
}
deriving (Show, Eq)
data ToolApi = ToolApi
{ toolApiName :: Text,
toolApiDescription :: Text,
toolApiParameters :: Aeson.Value
}
deriving (Generic)
instance Aeson.ToJSON ToolApi where
toJSON t =
Aeson.object
[ "type" .= ("function" :: Text),
"function"
.= Aeson.object
[ "name" .= toolApiName t,
"description" .= toolApiDescription t,
"parameters" .= toolApiParameters t
]
]
data ChatCompletionRequest = ChatCompletionRequest
{ reqModel :: Text,
reqMessages :: [Message],
reqTools :: Maybe [ToolApi]
}
deriving (Generic)
instance Aeson.ToJSON ChatCompletionRequest where
toJSON r =
Aeson.object
<| catMaybes
[ Just ("model" .= reqModel r),
Just ("messages" .= reqMessages r),
("tools" .=) </ reqTools r,
Just ("usage" .= Aeson.object ["include" .= True])
]
data Choice = Choice
{ choiceIndex :: Int,
choiceMessage :: Message,
choiceFinishReason :: Maybe Text
}
deriving (Show, Eq, Generic)
instance Aeson.FromJSON Choice where
parseJSON =
Aeson.withObject "Choice" <| \v ->
(Choice </ (v Aeson..: "index"))
<*> (v Aeson..: "message")
<*> (v Aeson..:? "finish_reason")
data ChatCompletionResponse = ChatCompletionResponse
{ respId :: Text,
respChoices :: [Choice],
respModel :: Text,
respUsage :: Maybe Usage
}
deriving (Show, Eq, Generic)
instance Aeson.FromJSON ChatCompletionResponse where
parseJSON =
Aeson.withObject "ChatCompletionResponse" <| \v ->
(ChatCompletionResponse </ (v Aeson..: "id"))
<*> (v Aeson..: "choices")
<*> (v Aeson..: "model")
<*> (v Aeson..:? "usage")
chat :: Provider -> [ToolApi] -> [Message] -> IO (Either Text Message)
chat provider tools messages = do
result <- chatWithUsage provider tools messages
pure (chatMessage </ result)
chatWithUsage :: Provider -> [ToolApi] -> [Message] -> IO (Either Text ChatResult)
chatWithUsage (OpenRouter cfg) tools messages = chatOpenAI cfg tools messages
chatWithUsage (Ollama cfg) tools messages = chatOllama cfg tools messages
chatWithUsage (AmpCLI _promptFile) _tools _messages = do
pure (Left "Amp CLI provider not yet implemented")
chatOpenAI :: ProviderConfig -> [ToolApi] -> [Message] -> IO (Either Text ChatResult)
chatOpenAI cfg tools messages = do
let url = Text.unpack (providerBaseUrl cfg) <> "/chat/completions"
req0 <- HTTP.parseRequest url
let body =
ChatCompletionRequest
{ reqModel = providerModel cfg,
reqMessages = messages,
reqTools = if null tools then Nothing else Just tools
}
baseReq =
HTTP.setRequestMethod "POST"
<| HTTP.setRequestHeader "Content-Type" ["application/json"]
<| HTTP.setRequestHeader "Authorization" ["Bearer " <> TE.encodeUtf8 (providerApiKey cfg)]
<| HTTP.setRequestBodyLBS (Aeson.encode body)
<| req0
req = foldr addHeader baseReq (providerExtraHeaders cfg)
addHeader (name, value) = HTTP.addRequestHeader (CI.mk name) value
retryWithBackoff maxRetries initialBackoffMicros <| do
response <- HTTP.httpLBS req
let status = HTTP.getResponseStatusCode response
respBody = HTTP.getResponseBody response
cleanedBody = BL.dropWhile (\b -> b `elem` [0x0a, 0x0d, 0x20]) respBody
if status >= 200 && status < 300
then case Aeson.eitherDecode cleanedBody of
Right resp ->
case respChoices resp of
(c : _) -> pure (Right (ChatResult (choiceMessage c) (respUsage resp)))
[] -> pure (Left "No choices in response")
Left err -> do
let bodyPreview = TE.decodeUtf8 (BL.toStrict (BL.take 500 cleanedBody))
pure (Left ("Failed to parse response: " <> Text.pack err <> " | Body: " <> bodyPreview))
else pure (Left ("HTTP error: " <> tshow status <> " - " <> TE.decodeUtf8 (BL.toStrict respBody)))
chatOllama :: ProviderConfig -> [ToolApi] -> [Message] -> IO (Either Text ChatResult)
chatOllama cfg tools messages = do
let url = Text.unpack (providerBaseUrl cfg) <> "/api/chat"
req0 <- HTTP.parseRequest url
let body =
Aeson.object
[ "model" .= providerModel cfg,
"messages" .= messages,
"tools" .= if null tools then Aeson.Null else Aeson.toJSON tools,
"stream" .= False
]
req =
HTTP.setRequestMethod "POST"
<| HTTP.setRequestHeader "Content-Type" ["application/json"]
<| HTTP.setRequestBodyLBS (Aeson.encode body)
<| req0
retryWithBackoff maxRetries initialBackoffMicros <| do
response <- HTTP.httpLBS req
let status = HTTP.getResponseStatusCode response
if status >= 200 && status < 300
then case Aeson.decode (HTTP.getResponseBody response) of
Just resp -> parseOllamaResponse resp
Nothing -> pure (Left ("Failed to parse Ollama response: " <> TE.decodeUtf8 (BL.toStrict (HTTP.getResponseBody response))))
else pure (Left ("HTTP error: " <> tshow status <> " - " <> TE.decodeUtf8 (BL.toStrict (HTTP.getResponseBody response))))
parseOllamaResponse :: Aeson.Value -> IO (Either Text ChatResult)
parseOllamaResponse val =
case val of
Aeson.Object obj -> do
let msgResult = do
msgObj <- case KeyMap.lookup "message" obj of
Just m -> Right m
Nothing -> Left "No message in response"
case Aeson.fromJSON msgObj of
Aeson.Success msg -> Right msg
Aeson.Error e -> Left (Text.pack e)
usageResult = case KeyMap.lookup "prompt_eval_count" obj of
Just (Aeson.Number promptTokens) ->
case KeyMap.lookup "eval_count" obj of
Just (Aeson.Number evalTokens) ->
Just
Usage
{ usagePromptTokens = round promptTokens,
usageCompletionTokens = round evalTokens,
usageTotalTokens = round promptTokens + round evalTokens,
usageCost = Nothing
}
_ -> Nothing
_ -> Nothing
case msgResult of
Right msg -> pure (Right (ChatResult msg usageResult))
Left e -> pure (Left e)
_ -> pure (Left "Expected object response from Ollama")
data StreamChunk
= StreamContent Text
| StreamToolCall ToolCall
| StreamToolCallDelta ToolCallDelta
| StreamDone ChatResult
| StreamError Text
deriving (Show, Eq)
data ToolCallDelta = ToolCallDelta
{ tcdIndex :: Int,
tcdId :: Maybe Text,
tcdFunctionName :: Maybe Text,
tcdFunctionArgs :: Maybe Text
}
deriving (Show, Eq)
chatStream :: Provider -> [ToolApi] -> [Message] -> (StreamChunk -> IO ()) -> IO (Either Text ChatResult)
chatStream (OpenRouter cfg) tools messages onChunk = chatStreamOpenAI cfg tools messages onChunk
chatStream (Ollama _cfg) _tools _messages _onChunk = pure (Left "Streaming not implemented for Ollama")
chatStream (AmpCLI _) _tools _messages _onChunk = pure (Left "Streaming not implemented for AmpCLI")
chatStreamOpenAI :: ProviderConfig -> [ToolApi] -> [Message] -> (StreamChunk -> IO ()) -> IO (Either Text ChatResult)
chatStreamOpenAI cfg tools messages onChunk = do
let url = Text.unpack (providerBaseUrl cfg) <> "/chat/completions"
managerSettings =
HTTPClientTLS.tlsManagerSettings
{ HTTPClient.managerResponseTimeout = HTTPClient.responseTimeoutMicro httpTimeoutMicros
}
manager <- HTTPClient.newManager managerSettings
req0 <- HTTP.parseRequest url
let body =
Aeson.object
<| catMaybes
[ Just ("model" .= providerModel cfg),
Just ("messages" .= messages),
if null tools then Nothing else Just ("tools" .= tools),
Just ("stream" .= True),
Just ("usage" .= Aeson.object ["include" .= True])
]
baseReq =
HTTP.setRequestMethod "POST"
<| HTTP.setRequestHeader "Content-Type" ["application/json"]
<| HTTP.setRequestHeader "Authorization" ["Bearer " <> TE.encodeUtf8 (providerApiKey cfg)]
<| HTTP.setRequestBodyLBS (Aeson.encode body)
<| req0
req = foldr addHeader baseReq (providerExtraHeaders cfg)
addHeader (name, value) = HTTP.addRequestHeader (CI.mk name) value
result <-
try <| HTTPClient.withResponse req manager <| \response -> do
let status = HTTPClient.responseStatus response
code = statusCode status
if code >= 200 && code < 300
then processSSEStream (HTTPClient.responseBody response) onChunk
else do
bodyChunks <- readAllBody (HTTPClient.responseBody response)
let errBody = TE.decodeUtf8 (BS.concat bodyChunks)
pure (Left ("HTTP error: " <> tshow code <> " - " <> errBody))
case result of
Left (e :: SomeException) -> pure (Left ("Stream request failed: " <> tshow e))
Right r -> pure r
readAllBody :: IO BS.ByteString -> IO [BS.ByteString]
readAllBody readBody = go []
where
go acc = do
chunk <- readBody
if BS.null chunk
then pure (reverse acc)
else go (chunk : acc)
data ToolCallAccum = ToolCallAccum
{ tcaId :: Text,
tcaName :: Text,
tcaArgs :: Text
}
processSSEStream :: IO BS.ByteString -> (StreamChunk -> IO ()) -> IO (Either Text ChatResult)
processSSEStream readBody onChunk = do
accumulatedContent <- newIORef ("" :: Text)
toolCallAccum <- newIORef (IntMap.empty :: IntMap.IntMap ToolCallAccum)
lastUsage <- newIORef (Nothing :: Maybe Usage)
buffer <- newIORef ("" :: Text)
let loop = do
chunk <- readBody
if BS.null chunk
then do
content <- readIORef accumulatedContent
accum <- readIORef toolCallAccum
usage <- readIORef lastUsage
let toolCalls = map accumToToolCall (IntMap.elems accum)
finalMsg =
Message
{ msgRole = Assistant,
msgContent = content,
msgToolCalls = if null toolCalls then Nothing else Just toolCalls,
msgToolCallId = Nothing
}
pure (Right (ChatResult finalMsg usage))
else do
modifyIORef buffer (<> TE.decodeUtf8 chunk)
buf <- readIORef buffer
let (events, remaining) = parseSSEEvents buf
writeIORef buffer remaining
forM_ events <| \event -> do
case parseStreamEvent event of
Just (StreamContent txt) -> do
modifyIORef accumulatedContent (<> txt)
onChunk (StreamContent txt)
Just (StreamToolCallDelta delta) -> do
modifyIORef toolCallAccum (mergeToolCallDelta delta)
Just (StreamToolCall tc) -> do
modifyIORef toolCallAccum (mergeCompleteToolCall tc)
onChunk (StreamToolCall tc)
Just (StreamDone result) -> do
writeIORef lastUsage (chatUsage result)
Just (StreamError err) -> do
onChunk (StreamError err)
Nothing -> pure ()
loop
loop
accumToToolCall :: ToolCallAccum -> ToolCall
accumToToolCall acc =
ToolCall
{ tcId = tcaId acc,
tcType = "function",
tcFunction = FunctionCall (tcaName acc) (tcaArgs acc)
}
mergeToolCallDelta :: ToolCallDelta -> IntMap.IntMap ToolCallAccum -> IntMap.IntMap ToolCallAccum
mergeToolCallDelta delta accum =
let idx = tcdIndex delta
existing = IntMap.lookup idx accum
updated = case existing of
Nothing ->
ToolCallAccum
{ tcaId = fromMaybe "" (tcdId delta),
tcaName = fromMaybe "" (tcdFunctionName delta),
tcaArgs = fromMaybe "" (tcdFunctionArgs delta)
}
Just a ->
a
{ tcaId = fromMaybe (tcaId a) (tcdId delta),
tcaName = fromMaybe (tcaName a) (tcdFunctionName delta),
tcaArgs = tcaArgs a <> fromMaybe "" (tcdFunctionArgs delta)
}
in IntMap.insert idx updated accum
mergeCompleteToolCall :: ToolCall -> IntMap.IntMap ToolCallAccum -> IntMap.IntMap ToolCallAccum
mergeCompleteToolCall tc accum =
let nextIdx = if IntMap.null accum then 0 else fst (IntMap.findMax accum) + 1
newAccum =
ToolCallAccum
{ tcaId = tcId tc,
tcaName = fcName (tcFunction tc),
tcaArgs = fcArguments (tcFunction tc)
}
in IntMap.insert nextIdx newAccum accum
parseSSEEvents :: Text -> ([Text], Text)
parseSSEEvents input =
let lines' = Text.splitOn "\n" input
(events, remaining) = go [] [] lines'
in (events, remaining)
where
go events current [] = (reverse events, Text.intercalate "\n" (reverse current))
go events current (line : rest)
| Text.null line && not (null current) =
go (Text.intercalate "\n" (reverse current) : events) [] rest
| otherwise =
go events (line : current) rest
parseStreamEvent :: Text -> Maybe StreamChunk
parseStreamEvent eventText = do
let dataLines = filter ("data:" `Text.isPrefixOf`) (Text.lines eventText)
case dataLines of
[] -> Nothing
(dataLine : _) -> do
let jsonStr = Text.strip (Text.drop 5 dataLine)
if jsonStr == "[DONE]"
then Nothing
else case Aeson.decode (BL.fromStrict (TE.encodeUtf8 jsonStr)) of
Nothing -> Nothing
Just (Aeson.Object obj) -> parseStreamChunk obj
_ -> Nothing
parseStreamChunk :: Aeson.Object -> Maybe StreamChunk
parseStreamChunk obj = do
case KeyMap.lookup "error" obj of
Just (Aeson.Object errObj) -> do
let errMsg = case KeyMap.lookup "message" errObj of
Just (Aeson.String m) -> m
_ -> "Unknown error"
Just (StreamError errMsg)
_ -> do
let usageChunk = case KeyMap.lookup "usage" obj of
Just usageVal -> case Aeson.fromJSON usageVal of
Aeson.Success usage -> Just (StreamDone (ChatResult (Message Assistant "" Nothing Nothing) (Just usage)))
_ -> Nothing
_ -> Nothing
case KeyMap.lookup "choices" obj of
Just (Aeson.Array choices) | not (null choices) -> do
case toList choices of
(Aeson.Object choice : _) -> do
case KeyMap.lookup "delta" choice of
Just (Aeson.Object delta) -> do
let contentChunk = case KeyMap.lookup "content" delta of
Just (Aeson.String c) | not (Text.null c) -> Just (StreamContent c)
_ -> Nothing
toolCallChunk = case KeyMap.lookup "tool_calls" delta of
Just (Aeson.Array tcs)
| not (null tcs) ->
parseToolCallDelta (toList tcs)
_ -> Nothing
contentChunk <|> toolCallChunk <|> usageChunk
_ -> usageChunk
_ -> usageChunk
_ -> usageChunk
parseToolCallDelta :: [Aeson.Value] -> Maybe StreamChunk
parseToolCallDelta [] = Nothing
parseToolCallDelta (Aeson.Object tcObj : _) = do
idx <- case KeyMap.lookup "index" tcObj of
Just (Aeson.Number n) -> Just (round n)
_ -> Nothing
let tcId' = case KeyMap.lookup "id" tcObj of
Just (Aeson.String s) -> Just s
_ -> Nothing
funcObj = case KeyMap.lookup "function" tcObj of
Just (Aeson.Object f) -> Just f
_ -> Nothing
funcName = case funcObj of
Just f -> case KeyMap.lookup "name" f of
Just (Aeson.String s) -> Just s
_ -> Nothing
Nothing -> Nothing
funcArgs = case funcObj of
Just f -> case KeyMap.lookup "arguments" f of
Just (Aeson.String s) -> Just s
_ -> Nothing
Nothing -> Nothing
Just
( StreamToolCallDelta
ToolCallDelta
{ tcdIndex = idx,
tcdId = tcId',
tcdFunctionName = funcName,
tcdFunctionArgs = funcArgs
}
)
parseToolCallDelta _ = Nothing
|