Improving example text: chatbot

Author: debymf

examples/ExampleChatBot.m

@@ -0,0 +1,99 @@
+%% Create Simple ChatBot
+% This example shows how to create a simple chatbot using the |openAIChat| and 
+% |openAIMessages| functions.
+% 
+% When you run this example, an interactive AI chat starts in the MATLAB Command 
+% Window. To leave the chat, type "end" or press *Ctrl+C*.
+%% 
+% * This example includes three steps:
+% * Define model parameters, such as the maximum word count, and a stop word.
+% * Create an openAIChat object and set up a meta prompt.
+% * Set up the chat loop.
+%% 
+% To run this example, you need a valid API key from a paid OpenAI API account.
+
+loadenv(".env")
+addpath('..') 
+%% Setup Model
+% Set the maximum allowable number of words per chat session and define the 
+% keyword that, when entered by the user, ends the chat session. This example 
+% uses the model |gpt-3.5-turbo|.
+
+wordLimit = 2000;
+stopWord = "end";
+modelName = "gpt-3.5-turbo";
+%% 
+% Create an instance of |openAIChat| to perform the chat and |openAIMessages| 
+% to store the conversation history|.|
+
+chat = openAIChat("You are a helpful assistant. You reply in a very concise way, keeping answers limited to short sentences.", ModelName=modelName);
+messages = openAIMessages;
+%% Chat loop
+% Start the chat and keep it going until it sees the word in |stopWord|.
+
+totalWords = 0;
+messagesSizes = [];
+%% 
+% The main loop continues indefinitely until you input the stop word or press 
+% *Ctrl+C.*
+
+while true
+    query = input("User: ", "s");
+    query = string(query);
+    disp("User: " + query)
+%% 
+% If the you input the stop word, display a farewell message and exit the loop.
+
+    if query == stopWord
+        disp("AI: Closing the chat. Have a great day!")
+        break;
+    end
+
+    numWordsQuery = countNumWords(query);
+%% 
+% If the query exceeds the word limit, display an error message and halt execution.
+
+    if numWordsQuery>wordLimit
+        error("Your query should have less than 2000 words. You query had " + numWordsQuery + " words")
+    end
+%% 
+% Keep track of the size of each message and the total number of words used 
+% so far.
+
+    messagesSizes = [messagesSizes; numWordsQuery]; %#ok
+    totalWords = totalWords + numWordsQuery;
+%% 
+% If the total word count exceeds the limit, remove messages from the start 
+% of the session until it no longer does.
+
+    while totalWords > wordLimit
+        totalWords = totalWords - messagesSizes(1);
+        messages = removeMessage(messages, 1);
+        messagesSizes(1) = [];
+    end
+%% 
+% Add the new message to the session and generate a new response.
+
+    messages = addUserMessage(messages, query);
+    [text, response] = generate(chat, messages);
+    
+    disp("AI: " + text)
+%% 
+% Count the number of words in the response and update the total word count.
+
+    numWordsResponse = countNumWords(text);
+    messagesSizes = [messagesSizes; numWordsResponse]; %#ok
+    totalWords = totalWords + numWordsResponse;
+%% 
+% Add the response to the session.
+
+    messages = addResponseMessage(messages, response);
+end
+%% |countNumWords| function
+% Function to count the number of words in a text string
+
+function numWords = countNumWords(text)
+    numWords = doclength(tokenizedDocument(text));
+end
+%% 
+% _Copyright 2023-2024 The MathWorks, Inc._