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‎examples/AnalyzeScientificPapersUsingFunctionCalls.md

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# Analyze Scientific Papers Using ChatGPT™ Function Calls
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/AnalyzeScientificPapersUsingFunctionCalls.mlx](mlx-scripts/AnalyzeScientificPapersUsingFunctionCalls.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/AnalyzeScientificPapersUsingFunctionCalls.mlx](mlx-scripts/AnalyzeScientificPapersUsingFunctionCalls.mlx)
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This example shows how to extract recent scientific papers from ArXiv, summarize them using ChatGPT, and write the results to a CSV file using the `openAIFunction` function.
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‎examples/AnalyzeSentimentinTextUsingChatGPTinJSONMode.md

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# Analyze Sentiment in Text Using ChatGPT™ in JSON Mode
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/AnalyzeSentimentinTextUsingChatGPTinJSONMode.mlx](mlx-scripts/AnalyzeSentimentinTextUsingChatGPTinJSONMode.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/AnalyzeSentimentinTextUsingChatGPTinJSONMode.mlx](mlx-scripts/AnalyzeSentimentinTextUsingChatGPTinJSONMode.mlx)
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This example shows how to use ChatGPT for sentiment analysis and output the results in JSON format.
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‎examples/AnalyzeTextDataUsingParallelFunctionCallwithChatGPT.md

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# Analyze Text Data Using Parallel Function Calls with ChatGPT™
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/AnalyzeTextDataUsingParallelFunctionCallwithChatGPT.mlx](mlx-scripts/AnalyzeTextDataUsingParallelFunctionCallwithChatGPT.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/AnalyzeTextDataUsingParallelFunctionCallwithChatGPT.mlx](mlx-scripts/AnalyzeTextDataUsingParallelFunctionCallwithChatGPT.mlx)
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This example shows how to detect multiple function calls in a single user prompt and use this to extract information from text data.
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‎examples/CreateSimpleChatBot.md

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# Create Simple ChatBot
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/CreateSimpleChatBot.mlx](mlx-scripts/CreateSimpleChatBot.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/CreateSimpleChatBot.mlx](mlx-scripts/CreateSimpleChatBot.mlx)
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This example shows how to create a simple chatbot using the `openAIChat` and `messageHistory` functions.
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‎examples/CreateSimpleOllamaChatBot.md

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# Create Simple ChatBot
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/CreateSimpleOllamaChatBot.mlx](mlx-scripts/CreateSimpleOllamaChatBot.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/CreateSimpleOllamaChatBot.mlx](mlx-scripts/CreateSimpleOllamaChatBot.mlx)
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This example shows how to create a simple chatbot using the `ollamaChat` and `messageHistory` functions.
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‎examples/DescribeImagesUsingChatGPT.md

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# Describe Images Using ChatGPT™
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/DescribeImagesUsingChatGPT.mlx](mlx-scripts/DescribeImagesUsingChatGPT.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/DescribeImagesUsingChatGPT.mlx](mlx-scripts/DescribeImagesUsingChatGPT.mlx)
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This example shows how to generate image descriptions using the addUserMessageWithImages function. To run this example, you need a valid API key from a paid OpenAI™ API account, and a history of successful payment.
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‎examples/InformationRetrievalUsingOpenAIDocumentEmbedding.md

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# Information Retrieval Using OpenAI™ Document Embedding
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/InformationRetrievalUsingOpenAIDocumentEmbedding.mlx](mlx-scripts/InformationRetrievalUsingOpenAIDocumentEmbedding.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/InformationRetrievalUsingOpenAIDocumentEmbedding.mlx](mlx-scripts/InformationRetrievalUsingOpenAIDocumentEmbedding.mlx)
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This example shows how to find documents to answer queries using the 'text\-embedding\-3\-small' document embedding model. Embeddings are used to represent documents and queries in a high\-dimensional space, allowing for the efficient retrieval of relevant information based on semantic similarity.
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‎examples/ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode.md

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# Process Generated Text in Real Time by Using Ollama™ in Streaming Mode
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode.mlx](mlx-scripts/ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode.mlx](mlx-scripts/ProcessGeneratedTextInRealTimeByUsingOllamaInStreamingMode.mlx)
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This example shows how to process generated text in real time by using Ollama in streaming mode.
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‎examples/ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode.md

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# Process Generated Text in Real Time by Using ChatGPT™ in Streaming Mode
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode.mlx](mlx-scripts/ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode.mlx](mlx-scripts/ProcessGeneratedTextinRealTimebyUsingChatGPTinStreamingMode.mlx)
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This example shows how to process generated text in real time by using ChatGPT in streaming mode.
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‎examples/RetrievalAugmentedGenerationUsingChatGPTandMATLAB.md

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# Retrieval\-Augmented Generation Using ChatGPT™ and MATLAB
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/RetrievalAugmentedGenerationUsingChatGPTandMATLAB.mlx](mlx-scripts/RetrievalAugmentedGenerationUsingChatGPTandMATLAB.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/RetrievalAugmentedGenerationUsingChatGPTandMATLAB.mlx](mlx-scripts/RetrievalAugmentedGenerationUsingChatGPTandMATLAB.mlx)
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This example shows how to use retrieval\-augmented generation to generate answers to queries based on information contained in a document corpus.
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‎examples/RetrievalAugmentedGenerationUsingOllamaAndMATLAB.md

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# Retrieval\-Augmented Generation Using Ollama™ and MATLAB
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/RetrievalAugmentedGenerationUsingOllamaAndMATLAB.mlx](mlx-scripts/RetrievalAugmentedGenerationUsingOllamaAndMATLAB.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/RetrievalAugmentedGenerationUsingOllamaAndMATLAB.mlx](mlx-scripts/RetrievalAugmentedGenerationUsingOllamaAndMATLAB.mlx)
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This example shows how to use retrieval\-augmented generation to generate answers to queries based on information contained in a document corpus.
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‎examples/SummarizeLargeDocumentsUsingChatGPTandMATLAB.md

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# Summarize Large Documents Using ChatGPT™ and MATLAB®
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/SummarizeLargeDocumentsUsingChatGPTandMATLAB.mlx](mlx-scripts/SummarizeLargeDocumentsUsingChatGPTandMATLAB.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/SummarizeLargeDocumentsUsingChatGPTandMATLAB.mlx](mlx-scripts/SummarizeLargeDocumentsUsingChatGPTandMATLAB.mlx)
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This example shows how to use ChatGPT to summarize documents that are too large to be summarized at once.
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‎examples/UsingDALLEToEditImages.md

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# Using DALL·E™ to Edit Images
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/UsingDALLEToEditImages.mlx](mlx-scripts/UsingDALLEToEditImages.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/UsingDALLEToEditImages.mlx](mlx-scripts/UsingDALLEToEditImages.mlx)
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This example shows how to generate and edit images using the `openAIImages` object.
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‎examples/UsingDALLEToGenerateImages.md

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# Using DALL·E™ to generate images
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To run the code shown on this page, open the MLX file in MATLAB: [mlx-scripts/UsingDALLEToGenerateImages.mlx](mlx-scripts/UsingDALLEToGenerateImages.mlx)
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To run the code shown on this page, open the MLX file in MATLAB®: [mlx-scripts/UsingDALLEToGenerateImages.mlx](mlx-scripts/UsingDALLEToGenerateImages.mlx)
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This example shows how to generate images using the `openAIImages` object.
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