What is DeepSeek? Everything about the Chinese AI.

DeepSeek is a free Chinese AI tool for scientific search with advanced data processing. Get precise and specialized results without limitations. It's an ideal tool for researchers!
 

Artificial Intelligence (AI) has become one of the most significant driving forces in technology over the past decade, with global competition intensifying to develop more advanced, efficient, and cost-effective models. In this context, DeepSeek, a Chinese AI developed by a company of the same name, has rapidly emerged as a key player in this field. This technology, with its open-source large language models (LLMs), low development costs, and performance comparable to giants like ChatGPT, has not only captured the attention of experts and developers but also impacted financial and technology markets. In this article, we comprehensively explore DeepSeek, from its history and performance to its applications, limitations, comparisons with other models, and future prospects. The goal of this article is to provide an in-depth perspective for AI professionals, developers, and technology enthusiasts.
 

What is DeepSeek?

DeepSeek was developed by Hangzhou DeepSeek Artificial Intelligence Basic Technology Research Co., Ltd, based in Hangzhou, Zhejiang, China. The company was founded in July 2023 by Liang Wenfeng, a co-founder of the Chinese hedge fund High-Flyer. The primary goal of DeepSeek was to create open-source large language models that could deliver performance on par with top global models like GPT-4, using lower costs and limited computational resources. This project was formed in response to export restrictions on advanced chips to China and achieved a revolutionary breakthrough by leveraging optimization algorithms and existing graphics processors.

• The DeepSeek Revolution in the World of AI

DeepSeek has transformed the AI industry with the introduction of models like DeepSeek-R1 and DeepSeek-V3. These models were developed at a cost of approximately $5.6 to $6 million, while comparable models like GPT-4 cost upwards of $100 million. This significant cost reduction, combined with the innovative Mixture-of-Experts (MoE) architecture, has made DeepSeek an attractive option for developers and businesses. DeepSeek’s success has been described as a "Sputnik moment" in AI and has even caused fluctuations in the stock markets of tech companies like Nvidia.

• Types of Models

  • DeepSeek-R1: An AI chatbot with performance similar to ChatGPT and o1, designed for logical reasoning and solving complex problems.

  • DeepSeek-V3: A general-purpose model with 671 billion parameters, activating only 37 billion parameters per process. This model achieved 88.5% accuracy in benchmarks like MMLU (multidisciplinary knowledge assessment).

  • Janus Pro: A more specialized version for research and development applications.

• Multilingual Performance

DeepSeek supports multiple languages, including English, Chinese, and to some extent Persian. Although its primary focus is on English and Chinese, its ability to process Persian in specialized and general texts is noteworthy. However, compared to ChatGPT, it may have some limitations in everyday Persian conversations.
 

How to Use DeepSeek to Improve Your Work?

Due to its open-source nature and customization capabilities, DeepSeek is a powerful tool for developers, researchers, and businesses. Below are some key ways to leverage this technology:

1. Software Development: DeepSeek can assist developers in coding and debugging. Its models excel in solving programming problems and generating code with high accuracy.

2. Scientific Research: With its ability to analyze complex data, DeepSeek is ideal for research in fields like medicine, physics, and chemistry.

3. Content Creation: While not as fluent as ChatGPT in creative content generation, it performs exceptionally well in summarizing specialized texts and writing scientific articles.

4. Data Analysis: Businesses can use DeepSeek to predict market trends, analyze financial data, and optimize strategies.
    

Educational Courses for Better Learning DeepSeek

To master DeepSeek’s capabilities and make optimal use of this powerful tool, you can benefit from specialized training courses. Below are three reputable educational courses designed to help you enhance your skills in working with DeepSeek:

• Generative AI: OpenAI API, DeepSeek, and ChatGPT in Python: Empower your business with GenAI, AI, GPT-4o, o1, o3, DeepSeek, and more!

• DeepSeek R1 AI Training - Learning the Basics: Unlock the power of DeepSeek. Learn AI-based search, data retrieval, and practical applications.

• DeepSeek R1 Training for Business and Marketing - Leveraging AI Insights: Use DeepSeek R1’s advanced AI capabilities to transform marketing strategies and drive business growth.
   

How Does DeepSeek Work?

DeepSeek utilizes the Mixture-of-Experts (MoE) architecture, where only a portion of the model’s parameters are activated for each request. This approach optimizes resource consumption and reduces operational costs. For example, the DeepSeek-V3 model, with 671 billion parameters, activates only 37 billion parameters per process, significantly enhancing computational efficiency.

DeepSeek uses high-quality and diverse data for training and has the ability to learn from user interactions. The model also leverages advanced natural language processing (NLP) and reinforcement learning (RL) algorithms to provide accurate and tailored responses to user needs.
 

How to Access and Use DeepSeek

1. Official Website: The easiest way is to visit the DeepSeek website and sign up. The web version is free to use.

2. Mobile Application: DeepSeek offers apps for iOS and Android with a user-friendly interface.

3. API for Developers: DeepSeek provides APIs with competitive pricing ($0.14 to $2.19 per million tokens), suitable for professional projects.
    

Applications and Capabilities of DeepSeek

DeepSeek has applications in various domains:

• Financial Data Analysis: Predicting market fluctuations, sentiment analysis, and risk management in forex markets.

• Medicine: Diagnosing diseases and analyzing medical data with high accuracy.

• Education: Providing personalized learning tools for students and researchers.

• Programming: Code generation, debugging, and algorithm optimization.

• Scientific Research: Solving complex problems in mathematics, physics, and chemistry.
   

Limitations and Challenges of DeepSeek

Despite its remarkable achievements, DeepSeek faces challenges:

1. Content Censorship: Due to Chinese government regulations, DeepSeek has restrictions on sensitive topics like the Tiananmen Square protests or human rights issues. These restrictions sometimes result in generic responses or omitted answers.

2. Server Stability: High demand has caused DeepSeek’s servers to occasionally experience issues like outages or delays.

3. Language Limitations: Persian support is not yet complete, and compared to ChatGPT, it performs less effectively in everyday Persian conversations.

4. Data Transparency: Limited information about DeepSeek’s training datasets has been released, which may raise privacy concerns.
    

Differences Between DeepSeek and Other AI Models Like ChatGPT

DeepSeek and ChatGPT are both large language models, but they have key differences:

• Development Cost: DeepSeek was developed at a much lower cost ($6 million compared to $100 million for GPT-4).

• Open-Source Nature: DeepSeek is open-source, with its source code available to developers, while ChatGPT is a closed model.

• Specialized Applications: DeepSeek excels in scientific analysis and coding, while ChatGPT is better suited for general conversations and creative content generation.

• Language Support: ChatGPT performs more fluently in various languages, including Persian, but DeepSeek is more accurate in specialized texts.

• Accessibility: DeepSeek is accessible without geographic restrictions, while ChatGPT may require a VPN in some regions.
   

🔶 Read more: Introduction to ChatGPT and Guide to Using It
 

The Future of AI with DeepSeek

The future of DeepSeek and AI in general appears very promising. With continued development of open-source models and reduced computational costs, DeepSeek could become a vital tool across various domains. It is expected that this technology will, in the future:

• Add multimedia capabilities such as image analysis and audio generation.

• Find new applications in fields like robotics, autonomous vehicles, and augmented reality.

• Provide greater global accessibility by improving support for local languages, including Persian.

Competition between DeepSeek and Western models like ChatGPT and Claude will likely lead to a convergence of capabilities, where models offer a blend of specialized accuracy and general creativity.
 

Conclusion

DeepSeek, as an innovative Chinese AI, has sparked a revolution in the AI industry with its open-source models, low costs, and world-class performance. This technology, with its wide-ranging applications in data analysis, programming, medicine, and education, is an ideal choice for developers and businesses. Despite limitations such as content censorship and language challenges, DeepSeek has the potential to reshape the future of AI. For Iranian users, easy access and Persian language support make this technology an attractive option. With continued advancements, DeepSeek will not only be a competitor to ChatGPT but could also set new standards in the world of artificial intelligence.