{"id":254016,"date":"2025-02-08T09:20:14","date_gmt":"2025-02-08T17:20:14","guid":{"rendered":"https:\/\/messengerbot.app\/understanding-rule-based-chatbots-key-differences-types-and-limitations-explained\/"},"modified":"2025-02-08T09:20:14","modified_gmt":"2025-02-08T17:20:14","slug":"%e0%a4%a8%e0%a4%bf%e0%a4%af%e0%a4%ae-%e0%a4%86%e0%a4%a7%e0%a4%be%e0%a4%b0%e0%a4%bf%e0%a4%a4-%e0%a4%9a%e0%a5%88%e0%a4%9f%e0%a4%ac%e0%a5%89%e0%a4%9f%e0%a5%8d%e0%a4%b8-%e0%a4%95%e0%a5%80-%e0%a4%b8","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/hi\/understanding-rule-based-chatbots-key-differences-types-and-limitations-explained\/","title":{"rendered":"\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0938\u092e\u091d\u0928\u093e: \u092e\u0941\u0916\u094d\u092f \u0905\u0902\u0924\u0930, \u092a\u094d\u0930\u0915\u093e\u0930 \u0914\u0930 \u0938\u0940\u092e\u093e\u090f\u0901 \u0938\u092e\u091d\u093e\u0908 \u0917\u0908\u0902"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/hi\/understanding-rule-based-chatbots-key-differences-types-and-limitations-explained\/\" data-essbisposttitle=\"Understanding Rule-Based Chatbots: Key Differences, Types, and Limitations Explained\" data-essbishovercontainer=\"\"><p>\u0921\u093f\u091c\u093f\u091f\u0932 \u0938\u0902\u091a\u093e\u0930 \u0915\u0947 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902, \u0938\u092e\u091d\u0928\u093e <strong>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/strong> is essential for businesses looking to enhance customer interaction and streamline service delivery. This article delves into the fundamental aspects of rule-based chatbots, exploring their key features and how they differ from other types of chatbots. We will examine the four primary types of chatbots, providing clarity on the distinctions between rule-based and menu-based systems. Additionally, we will analyze whether ChatGPT operates on a rule-based framework and discuss the limitations inherent in rule-based chatbots. By the end of this article, you will gain valuable insights into real-world applications and examples of rule-based chatbots, equipping you with the knowledge to make informed decisions in chatbot development. Join us as we unravel the complexities of rule-based chatbots and their role in the future of automated communication.<\/p>\n<h2>What is a rule-based chatbot?<\/h2>\n<p>Rule-based chatbots are a type of conversational agent designed to interact with users through predefined rules and structured dialogues. They operate primarily on a dialog tree framework, which allows them to follow a set path based on user inputs. Here are key aspects of rule-based chatbots:<\/p>\n<h3>Understanding the Basics of Rule-Based Chatbots<\/h3>\n<p>1. <strong>Structure and Functionality<\/strong>: Rule-based chatbots utilize a series of if-then statements and regular expressions to interpret user queries and generate appropriate responses. This structured approach enables them to handle specific tasks effectively, such as providing information about the weather, scheduling appointments, or answering frequently asked questions.<\/p>\n<p>2. <strong>\u0938\u0940\u092e\u093e\u090f\u0901<\/strong>: While rule-based chatbots can simulate human-like conversations within a limited context, they often struggle with understanding complex queries or handling unexpected inputs. Their effectiveness is largely dependent on the comprehensiveness of the predefined rules.<\/p>\n<p>3. <strong>\u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947<\/strong>: Common applications of rule-based chatbots include customer service, where they can quickly address routine inquiries, and educational platforms, where they guide users through learning modules. For example, Messenger Bot employs rule-based logic to assist users in navigating its features and services.<\/p>\n<h3>Key Features of Rule-Based Chatbots<\/h3>\n<p>4. <strong>Advantages<\/strong>: These chatbots are relatively easy to develop and implement, making them a cost-effective solution for businesses looking to enhance user engagement without extensive investment in AI technology.<\/p>\n<p>5. <strong>Conclusion<\/strong>: Rule-based chatbots serve as a practical tool for automating interactions in specific contexts, but their reliance on predefined rules limits their adaptability compared to more advanced AI-driven chatbots.<\/p>\n<p>For further reading on the effectiveness and applications of rule-based chatbots, refer to sources such as <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM AI \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/www.salesforce.com\/products\/service-cloud\/bots\/\" target=\"_blank\" rel=\"noopener\">Salesforce Service Cloud Bots<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/02\/rule-based-chatbot-2420602.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 4 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/h2>\n<p>Understanding the different types of chatbots is essential for businesses looking to enhance their customer interactions. Here are the four primary types:<\/p>\n<ol>\n<li><strong>\u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f<\/strong>: These are the simplest form of chatbots that guide users through a predefined set of options. Users select from a menu of choices, making it easy for the chatbot to provide relevant responses. This type is often used in customer service for straightforward inquiries.<\/li>\n<li><strong>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f<\/strong>: Building on the menu-based model, rule-based chatbots utilize a decision tree framework. They operate on a series of if\/then rules to determine responses based on user inputs. While they can handle more complex interactions than menu-based bots, they still lack the ability to learn from conversations.<\/li>\n<li><strong>AI-powered Chatbots<\/strong>: These advanced chatbots leverage artificial intelligence and natural language processing (NLP) to understand and respond to user queries more effectively. They can learn from interactions, improving their responses over time. AI-powered chatbots are commonly used in applications like customer support and personal assistants, such as Messenger Bots, which integrate with platforms like Facebook Messenger to provide seamless user experiences.<\/li>\n<li><strong>\u0939\u093e\u0907\u092c\u094d\u0930\u093f\u0921 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/strong>: Combining the strengths of both rule-based and AI-powered chatbots, hybrid chatbots can switch between scripted responses and AI-driven interactions. This versatility allows them to handle a wider range of inquiries while still providing accurate information when needed. They are particularly effective in complex customer service scenarios where both structured and open-ended questions arise.<\/li>\n<\/ol>\n<p>For further reading on chatbot types and their applications, refer to sources like <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM AI \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/www.salesforce.com\/products\/service-cloud\/bots\/\" target=\"_blank\" rel=\"noopener\">Salesforce Service Cloud Bots<\/a>.<\/p>\n<h3>Rule-Based Chatbots vs. Other Types of Chatbots<\/h3>\n<p>When comparing rule-based chatbots to other types, it\u2019s important to understand their unique characteristics and limitations. Rule-based chatbots are designed to follow specific rules and scripts, making them reliable for predictable interactions. However, they lack the adaptability of AI-powered chatbots, which can learn from user interactions and improve over time. This difference is crucial for businesses that require more dynamic customer engagement strategies.<\/p>\n<p>For instance, while a rule-based chatbot can efficiently handle FAQs and straightforward requests, an AI-powered chatbot can engage in more nuanced conversations, providing personalized responses based on user history and preferences. This capability is particularly beneficial in enhancing customer satisfaction and loyalty.<\/p>\n<p>To explore more about how these chatbots can transform customer service, check out our article on <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%97%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%b9%e0%a4%95-%e0%a4%b8%e0%a4%ae%e0%a4%b0%e0%a5%8d%e0%a4%a5%e0%a4%a8-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%82%e0%a4%a4\/\">\u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 AI \u091a\u0948\u091f\u092c\u0949\u091f<\/a> and their impact on customer engagement.<\/p>\n<h2>What is the difference between rule-based chatbot and menu-based chatbot?<\/h2>\n<p>Understanding the distinction between rule-based chatbots and menu-based chatbots is crucial for businesses looking to enhance their customer interactions. Each type of chatbot serves different purposes and offers unique functionalities that can significantly impact user experience.<\/p>\n<h3>Rule-Based Chatbot Architecture Explained<\/h3>\n<p>Rule-based chatbots operate on a foundation of predefined rules and scripts. They are designed to respond to user inputs by matching specific keywords or phrases with programmed responses. This architecture allows them to handle straightforward queries effectively, making them suitable for applications like customer service.<\/p>\n<ul>\n<li><strong>\u092a\u0930\u093f\u092d\u093e\u0937\u093e:<\/strong> \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0915\u094d\u0930\u093f\u092f \u0915\u093f\u090f \u0917\u090f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u0915\u093f\u090f \u0917\u090f \u0909\u0924\u094d\u0924\u0930\u094b\u0902 \u0915\u0947 \u090f\u0915 \u0938\u0947\u091f \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0928\u0939\u0940\u0902 \u0938\u0940\u0916\u0924\u0947 \u092c\u0932\u094d\u0915\u093f \u090f\u0915 \u0938\u0916\u094d\u0924 \u0926\u093f\u0936\u093e-\u0928\u093f\u0930\u094d\u0926\u0947\u0936\u094b\u0902 \u0915\u0947 \u0938\u0947\u091f \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e:<\/strong> \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0915\u094d\u0938\u0930 \u092a\u0942\u091b\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0924\u094d\u0935\u0930\u093f\u0924 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0915\u0930 \u090f\u0915 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0909\u0928\u0915\u0947 \u0909\u0924\u094d\u0924\u0930 \u092a\u0942\u0930\u094d\u0935-\u0932\u093f\u0916\u093f\u0924 \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0924\u0915 \u0938\u0940\u092e\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u091c\u091f\u093f\u0932 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0938\u0940\u092e\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0940\u092e\u093e\u090f\u0901:<\/strong> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u093e \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0905\u0938\u092e\u0930\u094d\u0925\u0924\u093e \u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u0938\u0902\u0935\u093e\u0926\u094b\u0902 \u092f\u093e \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u092d\u093f\u0928\u094d\u0928\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u090f\u0915 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u092e\u0947\u0902 \u0939\u0948, \u091c\u0939\u093e\u0901 \u0935\u0947 \u092e\u093e\u0928\u0915 \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u0902\u092c\u094b\u0927\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<h3>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0914\u0930 \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0924\u0941\u0932\u0928\u093e<\/h3>\n<p>\u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0940 \u0938\u0942\u091a\u0940 \u092e\u0947\u0902 \u0938\u0947 \u091a\u092f\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0938\u0902\u0930\u091a\u093f\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948 \u0932\u0947\u0915\u093f\u0928 \u0907\u0938\u0915\u0947 \u0905\u092a\u0928\u0947 \u092b\u093e\u092f\u0926\u0947 \u0914\u0930 \u0938\u0940\u092e\u093e\u090f\u0901 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<ul>\n<li><strong>\u092a\u0930\u093f\u092d\u093e\u0937\u093e:<\/strong> \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u094b \u0928\u0947\u0935\u093f\u0917\u0947\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0938\u0942\u091a\u0940 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0916\u094b\u091c\u0928\u093e \u0906\u0938\u093e\u0928 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e:<\/strong> \u0938\u094d\u092a\u0937\u094d\u091f \u0935\u093f\u0915\u0932\u094d\u092a \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947, \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092d\u094d\u0930\u092e \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0909\u0928 \u0932\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091c\u094b \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0915\u0948\u0938\u0947 \u0935\u094d\u092f\u0915\u094d\u0924 \u0915\u0930\u0947\u0902, \u0907\u0938 \u092a\u0930 \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0938\u0940\u092e\u093e\u090f\u0901:<\/strong> \u0939\u093e\u0932\u093e\u0902\u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u0948\u0902, \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u0928 \u0932\u094b\u0917\u094b\u0902 \u0915\u094b \u0928\u093f\u0930\u093e\u0936 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0909\u092a\u0932\u092c\u094d\u0927 \u0935\u093f\u0915\u0932\u094d\u092a\u094b\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0928\u0939\u0940\u0902 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0940 \u0924\u0932\u093e\u0936 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0932\u091a\u0940\u0932\u093e\u092a\u0928 \u092d\u0940 \u0928\u0939\u0940\u0902 \u0930\u0916\u0924\u0947\u0964<\/li>\n<li><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> \u0915\u0908 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0939\u093e\u092f\u0924\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0909\u0928\u0915\u0947 \u091a\u092f\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0935\u093f\u092d\u093e\u0917 \u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/li>\n<\/ul>\n<p>\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902, \u091c\u092c\u0915\u093f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0927\u093f\u0915 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0935\u0947 \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u0940\u092e\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u092e\u0947\u0928\u0942-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0902\u0930\u091a\u093f\u0924 \u0928\u0947\u0935\u093f\u0917\u0947\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0932\u0947\u0915\u093f\u0928 \u0938\u092d\u0940 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u0947\u0964 \u0907\u0928 \u092d\u093f\u0928\u094d\u0928\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u094b \u0909\u0928\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0939\u0940 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0906\u0917\u0947 \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u092e\u0947\u0902 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u092a\u0930 \u0905\u0927\u094d\u092f\u092f\u0928\u094b\u0902 \u0915\u093e \u0938\u0902\u0926\u0930\u094d\u092d \u0932\u0947\u0902 \u091c\u0948\u0938\u0947 \u0915\u093f <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM AI \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/ai-chatbot\" target=\"_blank\" rel=\"noopener\">Microsoft AI \u091a\u0948\u091f\u092c\u0949\u091f<\/a>.<\/p>\n<h2>\u0915\u094d\u092f\u093e ChatGPT \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948?<\/h2>\n<p>\u092f\u0939 \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u0915\u094d\u092f\u093e ChatGPT \u090f\u0915 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0939\u0948, \u0939\u092e\u0947\u0902 \u0907\u0938\u0915\u0947 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u092e\u0947\u0902 \u0917\u0939\u0930\u093e\u0908 \u0938\u0947 \u091c\u093e\u0928\u093e \u0939\u094b\u0917\u093e\u0964 ChatGPT \u090f\u0915 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948; \u092c\u0932\u094d\u0915\u093f, \u092f\u0939 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u0928\u094d\u0928\u0924 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u090f\u0915 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930, \u091c\u094b \u092e\u093e\u0928\u0935-\u091c\u0948\u0938\u0947 \u092a\u093e\u0920 \u0915\u094b \u0938\u0902\u0926\u0930\u094d\u092d \u0914\u0930 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<h3>ChatGPT \u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h3>\n<p>ChatGPT \u0915\u0940 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0907\u0938\u0947 \u0915\u0908 \u092a\u094d\u0930\u092e\u0941\u0916 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0909\u0924\u094d\u0915\u0943\u0937\u094d\u091f\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0940 \u0939\u0948:<\/p>\n<ul>\n<li><strong>\u0938\u0902\u0926\u0930\u094d\u092d\u093e\u0924\u094d\u092e\u0915 \u0938\u092e\u091d<\/strong>: ChatGPT \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u091c\u091f\u093f\u0932 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0915\u094d\u0937\u092e\u0924\u093e \u0907\u0938\u0915\u0947 \u0935\u093f\u0935\u093f\u0927 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0947\u0902 \u0928\u093f\u0939\u093f\u0924 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u092a\u0941\u0938\u094d\u0924\u0915\u0947\u0902, \u0932\u0947\u0916 \u0914\u0930 \u0935\u0947\u092c\u0938\u093e\u0907\u091f\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902, \u091c\u094b \u0907\u0938\u0947 \u092d\u093e\u0937\u093e \u0914\u0930 \u0907\u0930\u093e\u0926\u0947 \u092e\u0947\u0902 \u0938\u0942\u0915\u094d\u0937\u094d\u092e\u0924\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901<\/strong>: \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924 \u091c\u094b \u0915\u0947\u0935\u0932 \u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, ChatGPT \u0917\u0924\u093f\u0936\u0940\u0932 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0905\u0927\u093f\u0915 \u0924\u0930\u0932 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u091c\u0948\u0938\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092c\u0928\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u092e\u0947\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0928\u093f\u0930\u0902\u0924\u0930 \u0938\u0940\u0916\u0928\u093e<\/strong>: \u091c\u092c\u0915\u093f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0938\u094d\u0925\u093f\u0930 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, ChatGPT \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0914\u0930 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092e\u0947\u0902 \u0928\u093f\u0930\u0902\u0924\u0930 \u0905\u092a\u0921\u0947\u091f \u0914\u0930 \u0938\u0941\u0927\u093e\u0930\u094b\u0902 \u0938\u0947 \u0932\u093e\u092d\u093e\u0928\u094d\u0935\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0940 \u092d\u093e\u0937\u093e \u092a\u0948\u091f\u0930\u094d\u0928 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u0914\u0930 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u092c\u0928\u093e \u0930\u0939\u0947\u0964<\/li>\n<li><strong>\u0938\u0940\u092e\u093e\u090f\u0901<\/strong>: \u0905\u092a\u0928\u0940 \u0909\u0928\u094d\u0928\u0924 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0935\u091c\u0942\u0926, ChatGPT \u0905\u091a\u0942\u0915 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u092f\u0939 \u0917\u0932\u0924 \u092f\u093e \u092c\u0947\u0924\u0941\u0915\u0947 \u0909\u0924\u094d\u0924\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u091c\u092c \u0905\u0938\u094d\u092a\u0937\u094d\u091f \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e \u092a\u0921\u093c\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0940 \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f\u0924\u093e \u0914\u0930 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u0930\u0902\u0924\u0930 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0915\u093f\u092f\u093e \u091c\u093e \u0930\u0939\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<h3>AI \u0915\u0940 \u092d\u0942\u092e\u093f\u0915\u093e \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u092e \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901<\/h3>\n<p>AI-\u091a\u093e\u0932\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f, \u091c\u0948\u0938\u0947 ChatGPT, \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u0935\u0947 \u0915\u0948\u0938\u0947 \u092d\u093f\u0928\u094d\u0928 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0932\u091a\u0940\u0932\u093e\u092a\u0928 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e<\/strong>: AI \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0938\u0902\u0926\u0930\u094d\u092d\u094b\u0902 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0930\u093e\u0926\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u090f\u0915 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u0916\u094d\u0924 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u092a\u094d\u0930\u0924\u094d\u092f\u093e\u0936\u093f\u0924 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0940 \u0909\u0928\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0938\u0940\u092e\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0905\u0928\u0941\u092e\u093e\u092a\u0915\u0924\u093e<\/strong>: AI \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u094d\u0915\u0947\u0932 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0938\u0940\u0916\u0915\u0930 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u0909\u0928\u0915\u0947 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u092e\u0947\u0902 \u092e\u0948\u0928\u0941\u0905\u0932 \u0905\u092a\u0921\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u094b \u0938\u092e\u092f \u0932\u0947\u0928\u0947 \u0935\u093e\u0932\u093e \u0914\u0930 \u0905\u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0938\u0902\u0932\u0917\u094d\u0928\u0924\u093e<\/strong>: \u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u0927\u093f\u0915 \u0938\u094d\u0935\u093e\u092d\u093e\u0935\u093f\u0915 \u092c\u093e\u0924\u091a\u0940\u0924 \u092e\u0947\u0902 \u0938\u0902\u0932\u0917\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0938\u0902\u0924\u094b\u0937 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0915\u094d\u0938\u0930 \u0905\u092a\u0928\u0940 \u0915\u0920\u094b\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0928\u093f\u0930\u093e\u0936\u093e \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<p>\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902, \u091c\u092c\u0915\u093f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0936\u0947\u0937 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u090f\u0906\u0908-\u091a\u093e\u0932\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u091c\u0948\u0938\u0947 ChatGPT \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901 \u090f\u0915 \u0905\u0927\u093f\u0915 \u0917\u0924\u093f\u0936\u0940\u0932 \u0914\u0930 \u0906\u0915\u0930\u094d\u0937\u0915 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0921\u093f\u091c\u093f\u091f\u0932 \u0938\u0902\u091a\u093e\u0930 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u0939\u094b \u0930\u0939\u0947 \u0939\u0948\u0902\u0964<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/02\/rule-based-chatbot-2294642-png.avif\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0938\u0940\u092e\u093e\u090f\u0901 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/h2>\n<p>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f, \u091c\u092c\u0915\u093f \u0915\u0941\u091b \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u0915\u0908 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0906\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0917\u094d\u0930\u093e\u0939\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964 \u0907\u0928 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u0909\u0928 \u0935\u094d\u092f\u0935\u0938\u093e\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948 \u091c\u094b \u0935\u093e\u0938\u094d\u0924\u0935 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092c\u0922\u093c\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928 \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h3>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0938\u0940\u092e\u093e\u090f\u0901<\/h3>\n<ul>\n<li><strong>\u0938\u0940\u092e\u093f\u0924 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947:<\/strong> \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u092a\u0930 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0928\u090f \u092f\u093e \u0905\u092a\u094d\u0930\u0924\u094d\u092f\u093e\u0936\u093f\u0924 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u094b \u0938\u0915\u0924\u0947\u0964 \u092f\u0939 \u0915\u0920\u094b\u0930\u0924\u093e \u0915\u093e \u092e\u0924\u0932\u092c \u0939\u0948 \u0915\u093f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0924\u092c \u0928\u093f\u0930\u093e\u0936\u093e \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u092c \u0909\u0928\u0915\u0947 \u092a\u094d\u0930\u0936\u094d\u0928 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u0915\u093f\u090f \u0917\u090f \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u0915\u0947 \u092c\u093e\u0939\u0930 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0916\u0930\u093e\u092c \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0928\u0941\u092d\u0935 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u090f\u0915 \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2021-04-07-gartner-says-70-percent-of-customer-interactions-will-involve-emerging-technologies-by-2022\" target=\"_blank\" rel=\"noopener\">\u0917\u093e\u0930\u094d\u091f\u0928\u0930<\/a>, 2022 \u0924\u0915 \u0917\u094d\u0930\u093e\u0939\u0915 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u093e 70% \u0909\u092d\u0930\u0924\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u091c\u0948\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0917\u093e, \u091c\u094b \u091a\u0948\u091f\u092c\u0949\u091f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u092e\u0947\u0902 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u094b \u0909\u091c\u093e\u0917\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u0938\u092e\u091d\u0928\u0947 \u0915\u0940 \u0915\u092e\u0940:<\/strong> \u092f\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092d\u093e\u0937\u093e, \u0938\u094d\u0932\u0948\u0902\u0917, \u092f\u093e \u0938\u0902\u0926\u0930\u094d\u092d \u092e\u0947\u0902 \u092d\u093f\u0928\u094d\u0928\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u090f\u0906\u0908-\u091a\u093e\u0932\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091c\u094b \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0947 \u0907\u0930\u093e\u0926\u0947 \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (NLP) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0947\u0935\u0932 \u0938\u091f\u0940\u0915 \u0935\u093e\u0915\u094d\u092f\u093e\u0902\u0936\u094b\u0902 \u092f\u093e \u0915\u0940\u0935\u0930\u094d\u0921\u094d\u0938 \u092a\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0938\u0940\u092e\u093e \u0917\u0932\u0924\u092b\u0939\u092e\u0940 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0905\u0938\u0902\u0924\u094b\u0937 \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<li><strong>\u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0905\u0938\u092e\u0930\u094d\u0925\u0924\u093e:<\/strong> \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u093f\u091b\u0932\u0947 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0928\u0939\u0940\u0902 \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0905\u092a\u0928\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u0947 \u092f\u093e \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0915\u0940 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0928\u0939\u0940\u0902 \u0939\u094b \u0938\u0915\u0924\u0947, \u091c\u093f\u0938\u0938\u0947 \u0926\u094b\u0939\u0930\u093e\u0935 \u0914\u0930 \u0905\u0928\u0941\u092a\u092f\u094b\u0917\u0940 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0909\u091a\u094d\u091a \u0930\u0916\u0930\u0916\u093e\u0935 \u0932\u093e\u0917\u0924:<\/strong> \u090f\u0915 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u093e \u0938\u0902\u0938\u093e\u0927\u0928-\u0917\u0939\u0928 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948, \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u092e\u0947\u0902 \u0915\u094b\u0908 \u092d\u0940 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u092e\u0948\u0928\u0941\u0905\u0932 \u0905\u092a\u0921\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u0938\u0947 \u092a\u0930\u093f\u091a\u093e\u0932\u0928 \u0932\u093e\u0917\u0924 \u092e\u0947\u0902 \u0935\u0943\u0926\u094d\u0927\u093f \u0914\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u0947\u0902 \u0926\u0947\u0930\u0940 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 <a href=\"https:\/\/www.mckinsey.com\/featured-insights\/artificial-intelligence\/how-ai-is-revolutionizing-customer-service\" target=\"_blank\" rel=\"noopener\">\u092e\u0948\u0915\u093f\u0902\u0938\u0947<\/a> \u090f\u0915 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930<\/li>\n<li><strong>\u0938\u0902\u0938\u094d\u0925\u093e\u090f\u0901 \u090f\u0906\u0908 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u0932\u093e\u0917\u0942 \u0915\u0930\u0915\u0947 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0932\u093e\u0917\u0924 \u092e\u0947\u0902 30% \u0924\u0915 \u0915\u0940 \u092c\u091a\u0924 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0915\u092e \u092c\u093e\u0930 \u0905\u092a\u0921\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/strong> \u0938\u0940\u092e\u093f\u0924 \u090f\u0915\u0940\u0915\u0930\u0923 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0901:<\/li>\n<li><strong>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0905\u0915\u094d\u0938\u0930 \u0905\u0928\u094d\u092f \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u092f\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0938\u0940\u092e\u093f\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u0909\u0928\u0915\u0947 \u0935\u094d\u092f\u093e\u092a\u0915 \u0938\u092e\u0930\u094d\u0925\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u093e\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u091c\u091f\u093f\u0932 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0935\u093e\u0924\u093e\u0935\u0930\u0923 \u092e\u0947\u0902 \u091c\u0939\u093e\u0901 \u0938\u0940\u0906\u0930\u090f\u092e \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0947 \u0938\u093e\u0925 \u0928\u093f\u0930\u094d\u092c\u093e\u0927 \u090f\u0915\u0940\u0915\u0930\u0923 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/strong> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0928\u093f\u0930\u093e\u0936\u093e: <a href=\"https:\/\/www.hubspot.com\/research\" target=\"_blank\" rel=\"noopener\">\u0939\u092c\u0938\u094d\u092a\u0949\u091f<\/a> 90% \u0909\u092a\u092d\u094b\u0915\u094d\u0924\u093e \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u092a\u094d\u0930\u0936\u094d\u0928 \u0939\u094b\u0928\u0947 \u092a\u0930 \u0924\u0924\u094d\u0915\u093e\u0932 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0940 \u0905\u092a\u0947\u0915\u094d\u0937\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0936\u0940\u0932 \u0914\u0930 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u091a\u0948\u091f\u092c\u0949\u091f \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0947 \u092e\u0939\u0924\u094d\u0935 \u0915\u094b \u0909\u091c\u093e\u0917\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<h3>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u0915\u093e\u0938 \u092e\u0947\u0902 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u093e\u092e\u0928\u093e \u0915\u0930\u0928\u093e<\/h3>\n<p>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u0938\u0940\u092e\u093e\u0913\u0902 \u0915\u094b \u0926\u0942\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0915\u0908 \u0930\u0923\u0928\u0940\u0924\u093f\u092f\u094b\u0902 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0939\u093e\u0907\u092c\u094d\u0930\u093f\u0921 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923:<\/strong> \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u094b \u090f\u0906\u0908 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092e\u093f\u0932\u093e\u0928\u093e \u0932\u091a\u0940\u0932\u093e\u092a\u0928 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0915\u094b \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u092c\u0915\u093f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u0930\u091a\u093f\u0924 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0928\u093f\u092f\u092e\u093f\u0924 \u0905\u092a\u0921\u0947\u091f:<\/strong> \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0938\u094d\u0915\u094d\u0930\u093f\u092a\u094d\u091f \u0915\u0947 \u0928\u093f\u092f\u092e\u093f\u0924 \u0905\u092a\u0921\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e \u092f\u0939 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092c\u0928\u093e \u0930\u0939\u0947 \u0914\u0930 \u0928\u090f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0938\u0902\u092c\u094b\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0947\u0964<\/li>\n<li><strong>\u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092b\u0940\u0921\u092c\u0948\u0915 \u090f\u0915\u0940\u0915\u0930\u0923:<\/strong> \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092b\u0940\u0921\u092c\u0948\u0915 \u0915\u0940 \u0938\u0915\u094d\u0930\u093f\u092f \u0930\u0942\u092a \u0938\u0947 \u092e\u093e\u0902\u0917 \u0915\u0930\u0928\u093e \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0926\u0930\u094d\u0926 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\u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u0907\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0915\u0930 \u0914\u0930 \u0909\u0928\u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0915\u0947, \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0905\u092a\u0928\u0947 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0905\u0902\u0924\u0924\u0903 \u092c\u0947\u0939\u0924\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0938\u0902\u0924\u094b\u0937 \u0915\u0940 \u0913\u0930 \u0932\u0947 \u091c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h2>\u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 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\u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0938\u0947 \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940:<\/strong> \u0913\u092a\u0928\u090f\u0906\u0908 \u0926\u094d\u0935\u093e\u0930\u093e \u0935\u093f\u0915\u0938\u093f\u0924, \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u090f\u0915 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u092d\u093e\u0937\u093e \u092e\u0949\u0921\u0932 \u0939\u0948 \u091c\u094b \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u0938\u0902\u0926\u0930\u094d\u092d \u0914\u0930 \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u092c\u093e\u0930\u0940\u0915\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u092e\u091d\u0915\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0935\u093f\u0936\u093e\u0932 \u092a\u093e\u0920 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u0902\u0917\u094d\u0930\u0939 \u0938\u0947 \u0916\u0940\u0902\u091a\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0907\u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u0902\u0917\u0924 \u0914\u0930 \u0938\u0902\u0926\u0930\u094d\u092d\u093e\u0928\u0941\u0915\u0942\u0932 \u0909\u0924\u094d\u0924\u0930 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<p><strong>\u0924\u0915\u0928\u0940\u0915 \u0914\u0930 \u0938\u0940\u0916\u0928\u093e:<\/strong><\/p>\n<ul>\n<li><strong>\u091a\u0948\u091f\u092c\u0949\u091f:<\/strong> \u0905\u0915\u094d\u0938\u0930 \u0938\u0940\u092e\u093f\u0924 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0947 \u0938\u0947\u091f \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0938\u0947 \u092a\u0930\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u094b \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0940\u0935\u0930\u094d\u0921 \u092e\u093f\u0932\u093e\u0928 \u092f\u093e \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940:<\/strong> \u0917\u0939\u0930\u0947 \u0936\u093f\u0915\u094d\u0937\u0923 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0935\u093f\u0935\u093f\u0927 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u092e\u093e\u0928\u0935-\u0938\u092e\u093e\u0928 \u092a\u093e\u0920 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0909\u0928\u094d\u0928\u0924 \u0915\u094d\u0937\u092e\u0924\u093e \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u0915\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u093f\u0937\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0914\u0930 \u0932\u0902\u092c\u0947 \u0938\u0902\u0935\u093e\u0926\u094b\u0902 \u092e\u0947\u0902 \u0938\u0902\u0926\u0930\u094d\u092d \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n<h3>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u0947<\/h3>\n<p>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u0926\u094b\u0928\u094b\u0902 \u0915\u0947 \u092a\u093e\u0938 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0939\u0948\u0902 \u091c\u094b \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u0930\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f:<\/strong> \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e, \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928, \u0914\u0930 \u0938\u0930\u0932 \u0915\u093e\u0930\u094d\u092f \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u092e\u0947\u0902 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u092b\u0947\u0938\u092c\u0941\u0915 \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u092a\u0930 \u092e\u0947\u0938\u0947\u0902\u091c\u0930 \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u092a\u0942\u091b\u0924\u093e\u091b \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0938\u093f\u092b\u093e\u0930\u093f\u0936\u0947\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940:<\/strong> \u091c\u091f\u093f\u0932 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u091c\u0948\u0938\u0947 \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0928\u093f\u0930\u094d\u092e\u093e\u0923, \u091f\u094d\u092f\u0942\u091f\u0930\u093f\u0902\u0917, \u0914\u0930 \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u091f\u093f\u0935 \u0915\u0939\u093e\u0928\u0940 \u0915\u0939\u0928\u0947 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u0939\u093e\u0901 \u092c\u093e\u0930\u0940\u0915 \u0938\u092e\u091d \u0914\u0930 \u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915\u0924\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n<p>\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902, \u091c\u092c\u0915\u093f \u0926\u094b\u0928\u094b\u0902 \u091a\u0948\u091f\u092c\u0949\u091f \u0914\u0930 \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u0938\u0902\u0935\u093e\u0926 \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 \u090f\u0906\u0908 \u0938\u0902\u0935\u093e\u0926\u093e\u0924\u094d\u092e\u0915 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0902\u091f\u0930\u0948\u0915\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0905\u0927\u093f\u0915 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0914\u0930 \u092c\u0939\u0941\u092a\u0930\u0915\u093e\u0930\u0940 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0915\u0947 \u0905\u0902\u0924\u0930 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0914\u0930 \u092a\u0922\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a \u0938\u0902\u0926\u0930\u094d\u092d\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM AI \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u0914\u0930 <a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/ai-chatbot\" target=\"_blank\" rel=\"noopener\">Microsoft AI \u091a\u0948\u091f\u092c\u0949\u091f<\/a>.<\/p>\n<h2>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0909\u0926\u093e\u0939\u0930\u0923<\/h2>\n<p>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u0928\u0915\u0947 \u0938\u0930\u0932 \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915\u0924\u093e \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928\u0940 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u0909\u0932\u094d\u0932\u0947\u0916\u0928\u0940\u092f \u0909\u0926\u093e\u0939\u0930\u0923 \u0939\u0948\u0902 \u091c\u094b \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u092d\u093e\u0935\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u092e\u0930\u094d\u0925\u0928 \u092c\u0949\u091f:<\/strong> \u0915\u0908 \u0915\u0902\u092a\u0928\u093f\u092f\u093e\u0901 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0917\u094d\u0930\u093e\u0939\u0915 \u092a\u0942\u091b\u0924\u093e\u091b \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, <a href=\"https:\/\/www.ibm.com\/cloud\/ai-chatbots\" target=\"_blank\" rel=\"noopener\">IBM AI \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938<\/a> \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0936\u094d\u0928, \u0938\u092e\u0938\u094d\u092f\u093e \u0928\u093f\u0935\u093e\u0930\u0923, \u0914\u0930 \u0916\u093e\u0924\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092e\u093e\u0928\u0935 \u090f\u091c\u0947\u0902\u091f\u094b\u0902 \u092a\u0930 \u0915\u093e\u0930\u094d\u092f\u092d\u093e\u0930 \u0915\u093e\u092b\u0940 \u0915\u092e \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u092c\u0949\u091f:<\/strong> \u0930\u093f\u091f\u0947\u0932\u0930\u094d\u0938 \u0905\u0915\u094d\u0938\u0930 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u094b \u0916\u0930\u0940\u0926\u093e\u0930\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0932\u093e\u0917\u0942 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0909\u0924\u094d\u092a\u093e\u0926 \u0938\u093f\u092b\u093e\u0930\u093f\u0936\u0947\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u0948\u0938\u093e \u0915\u093f \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e\u094b\u0902 \u092a\u0930 \u0926\u0947\u0916\u093e \u0917\u092f\u093e \u0939\u0948 <a href=\"https:\/\/www.salesforce.com\/products\/service-cloud\/bots\/\" target=\"_blank\" rel=\"noopener\">Salesforce Service Cloud Bots<\/a>, \u091c\u094b \u0909\u0924\u094d\u092a\u093e\u0926\u094b\u0902 \u0914\u0930 \u0911\u0930\u094d\u0921\u0930 \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0915\u0930 \u0916\u0930\u0940\u0926\u093e\u0930\u0940 \u0915\u0947 \u0905\u0928\u0941\u092d\u0935 \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0905\u092a\u0949\u0907\u0902\u091f\u092e\u0947\u0902\u091f \u0936\u0947\u0921\u094d\u092f\u0942\u0932\u093f\u0902\u0917 \u092c\u0949\u091f:<\/strong> \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932 \u0914\u0930 \u0938\u0947\u0935\u093e\u0913\u0902 \u092e\u0947\u0902 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0905\u0915\u094d\u0938\u0930 \u0905\u092a\u0949\u0907\u0902\u091f\u092e\u0947\u0902\u091f \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u092c\u0949\u091f \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0938\u092e\u092f \u0916\u094b\u091c\u093e \u091c\u093e \u0938\u0915\u0947, \u091c\u093f\u0938\u0938\u0947 \u092c\u0941\u0915\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/li>\n<li><strong>\u0932\u0940\u0921 \u091c\u0928\u0930\u0947\u0936\u0928 \u092c\u0949\u091f\u094d\u0938:<\/strong> \u0915\u0908 \u092e\u093e\u0930\u094d\u0915\u0947\u091f\u093f\u0902\u0917 \u091f\u0940\u092e\u0947\u0902 \u0932\u0940\u0921 \u0915\u094b \u092f\u094b\u0917\u094d\u092f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092a\u094d\u0930\u0936\u094d\u0928 \u092a\u0942\u091b\u0915\u0930 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0915\u0947, \u092f\u0947 \u092c\u0949\u091f \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0917\u094d\u0930\u093e\u0939\u0915 \u0921\u0947\u091f\u093e \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0922\u0902\u0917 \u0938\u0947 \u0915\u0948\u092a\u094d\u091a\u0930 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<h3>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/h3>\n<p>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u092a\u093e\u0924\u0947 \u0939\u0948\u0902, \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0939\u092d\u093e\u0917\u093f\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><strong>\u092c\u0948\u0902\u0915\u093f\u0902\u0917:<\/strong> \u092c\u0948\u0902\u0915 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u094b \u0924\u0948\u0928\u093e\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u094b \u092c\u0948\u0932\u0947\u0902\u0938 \u092a\u0942\u091b\u0924\u093e\u091b, \u0932\u0947\u0928\u0926\u0947\u0928 \u0907\u0924\u093f\u0939\u093e\u0938, \u0914\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0916\u093e\u0924\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u092e\u093f\u0932 \u0938\u0915\u0947, \u0938\u0947\u0935\u093e \u0915\u0940 \u0917\u0924\u093f \u0914\u0930 \u092a\u0939\u0941\u0902\u091a \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0939\u094b \u0938\u0915\u0947\u0964<\/li>\n<li><strong>\u092f\u093e\u0924\u094d\u0930\u093e:<\/strong> 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href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%ae%e0%a5%88%e0%a4%b8%e0%a5%87%e0%a4%82%e0%a4%9c%e0%a4%b0-%e0%a4%ac%e0%a5%89%e0%a4%9f-%e0%a4%9f%e0%a5%8d%e0%a4%af%e0%a5%82%e0%a4%9f%e0%a5%8b%e0%a4%b0%e0%a4%bf%e0%a4%af%e0%a4%b2\/\">\u092b\u094d\u0932\u093e\u0938\u094d\u0915<\/a> \u092f\u093e <a href=\"https:\/\/messengerbot.app\/hi\/%e0%a4%95%e0%a5%88%e0%a4%b8%e0%a5%87-10-%e0%a4%ae%e0%a4%bf%e0%a4%a8%e0%a4%9f-%e0%a4%b8%e0%a5%87-%e0%a4%95%e0%a4%ae-%e0%a4%b8%e0%a4%ae%e0%a4%af-%e0%a4%ae%e0%a5%87%e0%a4%82-%e0%a4%ae%e0%a5%87%e0%a4%b8\/\">\u091c\u0948\u0902\u0917\u094b<\/a> \u0905\u092a\u0928\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n<li><strong>\u0928\u093f\u092f\u092e \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0947\u0902:<\/strong> \u0909\u0928 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u094b \u0930\u0947\u0916\u093e\u0902\u0915\u093f\u0924 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\u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0938\u092e\u093e\u092f\u094b\u091c\u0928 \u0915\u0930\u0947\u0902\u0964<\/li>\n<\/ul>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/hi\/understanding-rule-based-chatbots-key-differences-types-and-limitations-explained\/\" data-essbisPostTitle=\"Understanding Rule-Based Chatbots: Key Differences, Types, and Limitations Explained\" data-essbisHoverContainer=\"\"><p>In the rapidly evolving landscape of digital communication, understanding rule-based chatbots is essential for businesses looking to enhance customer interaction and streamline service delivery. This article delves into the fundamental aspects of rule-based chatbots, exploring their key features and how they differ from other types of chatbots. We will examine the four primary types of [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":254017,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-254016","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts\/254016","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/comments?post=254016"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/posts\/254016\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/media\/254017"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/media?parent=254016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/categories?post=254016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/hi\/wp-json\/wp\/v2\/tags?post=254016"}],"curies":[{"name":"\u0921\u092c\u094d\u0932\u094d\u092f\u0942\u092a\u0940","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}