Adding support to Azure API

+llms/+internal/callOllamaChatAPI.m

@@ -39,7 +39,7 @@
     nvp.StreamFun
 end
 
-URL = "http://localhost:11434/api/chat"; % TODO: model parameter
+URL = "http://localhost:11434/api/chat";
 
 % The JSON for StopSequences must have an array, and cannot say "stop": "foo".
 % The easiest way to ensure that is to never pass in a scalar …

+llms/+utils/errorMessageCatalog.m

@@ -58,4 +58,5 @@
 catalog("llms:warningJsonInstruction") = "When using JSON mode, you must also prompt the model to produce JSON yourself via a system or user message.";
 catalog("llms:apiReturnedError") = "Server error: ""{1}""";
 catalog("llms:dimensionsMustBeSmallerThan") = "Dimensions must be less than or equal to {1}.";
+catalog("llms:stream:responseStreamer:InvalidInput") = "Input does not have the expected json format, got ""{1}"".";
 end

doc/OpenAI.md

@@ -1,6 +1,6 @@
 # OpenAI™
 
-Several function sin this repository connect MATLAB to the [OpenAI™ Chat Completions API](https://platform.openai.com/docs/guides/text-generation/chat-completions-api) (which powers ChatGPT™) and the [OpenAI Images API](https://platform.openai.com/docs/guides/images/image-generation-beta) (which powers DALL·E™).
+Several functions in this repository connect MATLAB to the [OpenAI™ Chat Completions API](https://platform.openai.com/docs/guides/text-generation/chat-completions-api) (which powers ChatGPT™) and the [OpenAI Images API](https://platform.openai.com/docs/guides/images/image-generation-beta) (which powers DALL·E™).
 
 To start using the OpenAI APIs, you first need to obtain OpenAI API keys. You are responsible for any fees OpenAI may charge for the use of their APIs. You should be familiar with the limitations and risks associated with using this technology, and you agree that you shall be solely responsible for full compliance with any terms that may apply to your use of the OpenAI APIs.
 

ollamaChat.m

@@ -61,11 +61,6 @@
 %
 %       SystemPrompt         - System prompt.
 
-% Ollama model properties not exposed:
-%  repeat_last_n, repeat_penalty           - could not find an example where they made a difference
-%  mirostat, mirostat_eta, mirostat_tau    - looking for the best API design
-
-
 % Copyright 2024 The MathWorks, Inc.
 
     properties

tests/texampleTests.m

@@ -35,43 +35,15 @@ function testAnalyzeScientificPapersUsingFunctionCalls(~)
             AnalyzeScientificPapersUsingFunctionCalls;
         end
 
-        function testProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode(~)
-            ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode;
-        end
-
-        function testUsingDALLEToGenerateImages(~)
-            UsingDALLEToGenerateImages;
-        end
-
-        function testInformationRetrievalUsingOpenAIDocumentEmbedding(~)
-            InformationRetrievalUsingOpenAIDocumentEmbedding;
-        end
-
-        function testDescribeImagesUsingChatGPT(~)
-            DescribeImagesUsingChatGPT;
-        end
-
-        function testSummarizeLargeDocumentsUsingChatGPTandMATLAB(~)
-            SummarizeLargeDocumentsUsingChatGPTandMATLAB;
+        function testAnalyzeSentimentinTextUsingChatGPTinJSONMode(testCase)
+            testCase.verifyWarning(@AnalyzeSentimentinTextUsingChatGPTinJSONMode,...
+                "llms:warningJsonInstruction");
         end
 
         function testAnalyzeTextDataUsingParallelFunctionCallwithChatGPT(~)
             AnalyzeTextDataUsingParallelFunctionCallwithChatGPT;
         end
 
-        function testRetrievalAugmentedGenerationUsingChatGPTandMATLAB(~)
-            RetrievalAugmentedGenerationUsingChatGPTandMATLAB;
-        end
-
-        function testUsingDALLEToEditImages(~)
-            UsingDALLEToEditImages;
-        end
-
-        function testAnalyzeSentimentinTextUsingChatGPTinJSONMode(testCase)
-            testCase.verifyWarning(@AnalyzeSentimentinTextUsingChatGPTinJSONMode,...
-                "llms:warningJsonInstruction");
-        end
-
         function testCreateSimpleChatBot(testCase,ChatBotExample)
             % set up a fake input command, returning canned user prompts
             count = 0;
@@ -112,6 +84,38 @@ function testCreateSimpleChatBot(testCase,ChatBotExample)
             testCase.verifyEqual(count,find(prompts=="end",1));
             testCase.verifySize(messages.Messages,[1 2*(count-1)]);
         end
+
+        function testDescribeImagesUsingChatGPT(~)
+            DescribeImagesUsingChatGPT;
+        end
+
+        function testInformationRetrievalUsingOpenAIDocumentEmbedding(~)
+            InformationRetrievalUsingOpenAIDocumentEmbedding;
+        end
+
+        function testProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode(~)
+            ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode;
+        end
+
+        function testProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode(~)
+            ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode;
+        end
+
+        function testRetrievalAugmentedGenerationUsingChatGPTandMATLAB(~)
+            RetrievalAugmentedGenerationUsingChatGPTandMATLAB;
+        end
+
+        function testSummarizeLargeDocumentsUsingChatGPTandMATLAB(~)
+            SummarizeLargeDocumentsUsingChatGPTandMATLAB;
+        end
+
+        function testUsingDALLEToEditImages(~)
+            UsingDALLEToEditImages;
+        end
+
+        function testUsingDALLEToGenerateImages(~)
+            UsingDALLEToGenerateImages;
+        end
     end
 
 end