Dify helps you easily build an AI assistant with multiple rounds of thinking: FAQs

introductory

In the wave of AI application development, the ability to think in multiple rounds is becoming the key to building smarter, more interactive applications.Dify, an open-source generative AI application development platform, enables developers to incorporate multi-round thinking AI into real-world applications with unprecedented speed and ease. Combined with DeepSeek and other high-performance big language models, Dify helps you easily leapfrog to scenario-based AI capability landing stage. This article will focus on Dify How to help you build AI applications that think in multiple rounds, answer questions you may have, and help you get started quickly to unlock the unlimited potential of AI.

Q1: What is "Dify-based Multi-Wheel Thinking AI Application"? What are its unique advantages?

Answer: "Dify-based Multi-Round Thinking AI Application" refers to an AI application that utilizes the Dify platform and integrates a large language model with multi-round reasoning capabilities (e.g., DeepSeek), built to be able to performMultiple rounds of dialog, in-depth reasoning, complex problem solvingof smart applications.

Dify offers the following unique advantages when building such applications:

• Visualization builds, extreme development speeds: Courtesy of DifyVisual Orchestration InterfaceInstead of writing cumbersome code, just drag and drop components, configure parameters, and you are ready to3 Minute BuildAI application prototypes based on models such as DeepSeek. This significantly lowers the development threshold and accelerates application iteration.

Example: Dify visualization interface to quickly build AI application logic by dragging and dropping components.

• Built-in multi-round conversation management: Dify platformNative support for multi-round conversation managementIt automatically handles dialog context to ensure that AI apps maintain contextual coherence across multiple rounds of interactions, understand user intent, and achieve a smooth and natural dialog experience. Developers don't need to write additional code to handle dialog history and focus on the core logic of the application.
• Powerful knowledge base integration to enhance depth of thinking: Dify platformSeamlessly integrated knowledge basefunction, you can easily upload internal documents, professional information, and build an exclusive knowledge base. Combined with RAG (Retrieval Augmentation Generation) technology, Dify enables AI applications to think through multiple rounds of the process, enablingRetrieve relevant knowledge and incorporate contextual information, dramatically improving the accuracy and professionalism of answers and enabling deeper thinking and reasoning.

Example: The Dify platform integrates a knowledge base to enhance knowledge answering for AI applications.

• Flexible workflow extensions for complex scenarios: Courtesy of DifyVisual workflow orchestrationfunction that supportsDrag-and-drop add-on for third-party toolsFor example, file recognition, image recognition, voice recognition, etc.. You can flexibly orchestrate application function nodes and build complex business logic to meet the needs of various multi-round thinking AI application scenarios.
• Complete data monitoring for continuous application optimizationDify Built-in data monitoring moduleThe visualization of key metrics, such as total conversations and users, helps you toReal-time visibility into application usageDify supports integration with professional monitoring platforms for more in-depth data analysis. At the same time, Dify supports integration with professional monitoring platforms for more in-depth data analysis, providing data support for iterative application optimization.

Q2: What are the scenarios for Dify-based multi-round thinking AI applications?

Answer: With the power and ease of use of the Dify platform, you can quickly apply multi-round thinking AI applications to a wide range of scenarios, some typical applications are listed below:

• Intelligent Customer Service Upgrade: Upgrade of legacy customer service system toIntelligent customer service with multi-round conversations and complex problem solving capabilitiesDify combines DeepSeek's reasoning capabilities and knowledge base to enable customer service robots to understand complex user issues, conduct multiple rounds of guidance, and ultimately solve user problems efficiently and improve customer satisfaction.

Example: Intelligent customer service built on Dify, solving complex user problems through multiple rounds of dialog.

• Knowledge assistant for specialized areas: Leveraging Dify to BuildExpertise Assistant. By integrating a professional knowledge base, AI is able to conduct multiple rounds of conversations, deeply analyze user questions, retrieve relevant knowledge, and provide accurate, professional answers and advice to assist professionals in decision-making.

Example: A knowledge assistant built on Dify that provides multiple rounds of Q&A and knowledge services in specialized areas.

• Individualized Educational Coaching: Dify platform support buildsPersonalized AI TutorAI Tutor can conduct multiple rounds of interaction according to students' learning progress and understanding, guide students' thinking, inspire students to learn independently, provide personalized tutoring solutions, and enhance learning results.

Example: AI Tutor built on Dify for personalized multi-round educational tutoring.

• Creative content co-creation: Dify can be used asCreative Content Creation PlatformAI can provide creative inspiration, refine content details, assist in scriptwriting, copywriting, etc. during multiple rounds of dialog to enhance creative efficiency and quality.
• Enterprise Intelligence Decision Support: The Dify platform allows for the construction ofEnterprise-level intelligent decision-making applicationsAI is capable of conducting multiple rounds of conversations, understanding complex business issues, analyzing data, and providing decision-making recommendations to assist companies in making more scientific and efficient decisions.

Q3: How to quickly build DeepSeek-based multi-round thinking AI apps with Dify?

Answer: The Dify platform is designed to simplify the AI app development process, allowing you to quickly build DeepSeek-based multi-round thinking AI apps without complex programming.

Here are the key steps to integrating DeepSeek in Dify and building an app:

• Prepare DeepSeek API Key: First, you need to apply for an API Key on the DeepSeek API Open Platform.

Visit the DeepSeek Open Platform to request an API Key.

• Register and Login to the Dify Platform: Visit the Dify website to register for a Dify account and login to the platform.

Register and login to the Dify platform.

• Dify Integrates DeepSeek Models: Go to the Dify platform and click on Avatar -> Settings -> Model ProviderIf you want to save the API Key, select DeepSeek, paste the API Key you requested and save it.

Configure the DeepSeek model provider in the Dify platform, filling in the API Key.

• Create chat assistant apps: From the home page of the Dify platform, click Creating a Blank ApplicationSelection Chat Assistant App type and name your app.

Create a new chat assistant app on the Dify platform.

• Selecting a DeepSeek Model: In the application configuration, the model selects deepseek-reasoner (DeepSeek R1) model.

In the Dify application configuration, select the DeepSeek R1 model.

• Configure knowledge base (optional): If you need the app to have knowledge base Q&A capabilities, you can create a knowledge base in Dify, upload documents, and configure the app in the (textual) context The associated knowledge base in the

Configure the knowledge base in the Dify app to enhance the AI's knowledge answering capabilities.

• Publishing and sharing applications: Once you've completed the configuration, you can test your AI application.Share for others to use or integrate into a websiteThe first step is to quickly get your multi-round thinking AI apps out to users.

Share built AI apps on the Dify platform.

Q4: What are the best practices and considerations for building multi-round thinking AI applications in Dify?

Answer: In order to fully utilize the benefits of Dify and DeepSeek to build high-quality multi-round thinking AI applications, we recommend you focus on the following points:

• Prompt Engineering Optimization: elaborate design in the Dify platform Application Prompt and Message PromptThe key to improving the quality of multi-round conversations is to guide the AI model in a clear and unambiguous way. You can iteratively optimize Prompt based on application scenarios to improve the AI's ability to understand user intent and generate high-quality responses.
• Knowledge base content management: If your application uses a knowledge base.Regular updating and maintenance of knowledge base contentEnsuring your knowledge base is current and accurate is critical. Ensure that your knowledge base information is current and accurate to prevent AI from giving misleading answers based on outdated or incorrect information.Dify provides convenient knowledge base management features for you to update and maintain your content.
• Cost monitoring and optimization: API calls for large language models incur costs. In the Dify platform, you canMonitor application usage and token consumption, reasonably control the number of conversation rounds and the length of generated content for cost optimization. At the same time, the appropriate DeepSeek model is selected according to the application requirements to balance the performance and cost.
• User experience is paramount: When building an application in Dify, always include theuser experienceTop priority. Design a clear and friendly dialog flow, provide timely feedback and guidance, and ensure that users can smoothly and efficiently interact with AI apps in multiple rounds for a satisfying experience.
• Security Compliance Guarantee: For applications involving sensitive information, Dify providesLocal Private Deployment SolutionWe are committed to meeting your higher requirements for data security and privacy protection. At the same time, we ensure that your application design and use comply with relevant laws, regulations and ethical norms.

concluding remarks

The Dify platform provides developers with a powerful, easy-to-use platform that puts building multi-thinking AI applications within reach. With Dify, you can quickly turn the power of advanced models like DeepSeek into real-world value, opening up unlimited possibilities for AI application innovation. Start your Dify journey today and build your own intelligent applications!