Merge branch 'streaming' into 'main'

Streaming

See merge request dferreir/llms-with-matlab!12

Author: debymf

+llms/+internal/callOpenAIChatAPI.m

@@ -19,6 +19,7 @@
 %    - FrequencyPenalty (frequence_penalty)
 %    - ApiKey
 %    - TimeOut
+%    - StreamFun
 %   More details on the parameters: https://platform.openai.com/docs/api-reference/chat/create
 %
 %   Example
@@ -65,19 +66,25 @@
     nvp.FrequencyPenalty = 0
     nvp.ApiKey = ""
     nvp.TimeOut = 10
+    nvp.StreamFun = []
 end
 
 END_POINT = "https://api.openai.com/v1/chat/completions";
 
 parameters = buildParametersCall(messages, functions, nvp);
 
-response = llms.internal.sendRequest(parameters,nvp.ApiKey, END_POINT, nvp.TimeOut);
+[response, streamedText] = llms.internal.sendRequest(parameters,nvp.ApiKey, END_POINT, nvp.TimeOut, nvp.StreamFun);
 
 % If call errors, "choices" will not be part of response.Body.Data, instead
 % we get response.Body.Data.error
 if response.StatusCode=="OK"
     % Outputs the first generation
-    message = response.Body.Data.choices(1).message;
+    if isempty(nvp.StreamFun)
+        message = response.Body.Data.choices(1).message;
+    else
+        message = struct("role", "assistant", ...
+            "content", streamedText);
+    end
     if isfield(message, "function_call")
         text = "";
     else
@@ -95,6 +102,9 @@
 
 parameters = struct();
 parameters.messages = messages;
+
+parameters.stream = ~isempty(nvp.StreamFun);
+
 if ~isempty(functions)
     parameters.functions = functions;
 end

+llms/+internal/sendRequest.m

@@ -1,9 +1,7 @@
-function response = sendRequest(parameters, token, endpoint, timeout)
-% This function is undocumented and will change in a future release
-
+function [response, streamedText] = sendRequest(parameters, token, endpoint, timeout, streamFun)
 %sendRequest Sends a request to an ENDPOINT using PARAMETERS and
 %   api key TOKEN. TIMEOUT is the nubmer of seconds to wait for initial
-%   server connection.
+%   server connection. STREAMFUN is an optional callback function.
 
 %   Copyright 2023 The MathWorks, Inc.
 
@@ -12,6 +10,7 @@
     token
     endpoint
     timeout
+    streamFun
 end
 
 % Define the headers for the API request
@@ -24,9 +23,18 @@
 
 % Create a HTTPOptions object;
 httpOpts = matlab.net.http.HTTPOptions;
-% Set the ConnectTimeout option
 
+% Set the ConnectTimeout option
 httpOpts.ConnectTimeout = timeout;
+
 % Send the request and store the response
-response = send(request, matlab.net.URI(endpoint),httpOpts);
+if isempty(streamFun)
+    response = send(request, matlab.net.URI(endpoint),httpOpts);
+    streamedText = "";
+else
+    % User defined a stream callback function
+    consumer = llms.stream.responseStreamer(streamFun);
+    response = send(request, matlab.net.URI(endpoint),httpOpts,consumer);
+    streamedText = consumer.ResponseText;
+end
 end

+llms/+stream/responseStreamer.m

@@ -0,0 +1,51 @@
+classdef responseStreamer < matlab.net.http.io.StringConsumer
+%responseStreamer Responsible for obtaining the streaming results from the
+%API
+
+%   Copyright 2023 The MathWorks, Inc.
+
+    properties
+        ResponseText
+        StreamFun
+    end
+
+    methods
+        function this = responseStreamer(streamFun)
+            this.StreamFun = streamFun;
+        end
+    end
+
+    methods (Access=protected)
+        function length = start(this)
+            if this.Response.StatusCode ~= matlab.net.http.StatusCode.OK
+                length = 0;
+            else
+                length = this.start@matlab.net.http.io.StringConsumer;
+            end
+        end
+    end
+    
+    methods
+        function [len,stop] = putData(this, data)
+            [len,stop] = this.putData@matlab.net.http.io.StringConsumer(data);
+            
+            % Extract out the response text from the message
+            str = native2unicode(data','UTF-8');
+            str = split(str,newline);
+            str = str(strlength(str)>0);
+            str = erase(str,"data: ");
+
+            for i = 1:length(str)
+                json = jsondecode(str{i});
+                if strcmp(json.choices.finish_reason,'stop')
+                    stop = true;
+                    return
+                else
+                    txt = json.choices.delta.content;
+                    this.StreamFun(txt);
+                    this.ResponseText = [this.ResponseText txt];
+                end
+            end
+        end
+    end
+end

openAIChat.m

@@ -31,6 +31,9 @@
 %   FrequencyPenalty         - Penalty value for using a token that is frequent
 %                             in the training data. Default value is 0.
 %
+%   StreamFun               - Function to callback when streaming the
+%                             result
+%
 %   openAIChat Functions:
 %       openAIChat           - Chat completion API from OpenAI.
 %       generate             - Generate a response using the openAIChat instance.
@@ -95,6 +98,7 @@
         Functions
         FunctionsStruct
         ApiKey
+        StreamFun
     end
 
     methods
@@ -112,6 +116,13 @@
                 nvp.PresencePenalty                {mustBeValidPenalty} = 0
                 nvp.FrequencyPenalty               {mustBeValidPenalty} = 0
                 nvp.TimeOut                  (1,1) {mustBeReal,mustBePositive} = 10
+                nvp.StreamFun                (1,1) {mustBeA(nvp.StreamFun,'function_handle')}
+            end
+
+            if isfield(nvp,"StreamFun")
+                this.StreamFun = nvp.StreamFun;
+            else
+                this.StreamFun = [];
             end
 
             if ~isempty(nvp.Functions)
@@ -182,7 +193,7 @@
                 TopProbabilityMass=this.TopProbabilityMass, NumCompletions=nvp.NumCompletions,...
                 StopSequences=this.StopSequences, MaxNumTokens=nvp.MaxNumTokens, ...
                 PresencePenalty=this.PresencePenalty, FrequencyPenalty=this.FrequencyPenalty, ...
-                ApiKey=this.ApiKey,TimeOut=this.TimeOut);
+                ApiKey=this.ApiKey,TimeOut=this.TimeOut, StreamFun=this.StreamFun);
         end
 
         function this = set.Temperature(this, temperature)

tests/topenAIChat.m

@@ -201,6 +201,14 @@ function assignValueToProperty(property, value)
 function invalidConstructorInput = iGetInvalidConstructorInput
 validFunction = openAIFunction("funName");
 invalidConstructorInput = struct( ...
+    "InvalidStreamFunType", struct( ...
+        "Input",{{"StreamFun", "2" }},...
+        "Error", "MATLAB:validators:mustBeA"), ...
+    ...
+    "InvalidStreamFunSize", struct( ...
+        "Input",{{"StreamFun", [1 1 1] }},...
+        "Error", "MATLAB:validation:IncompatibleSize"), ...
+    ...
     "InvalidTimeOutType", struct( ...
         "Input",{{"TimeOut", "2" }},...
         "Error", "MATLAB:validators:mustBeReal"), ...