Lemon AI: YiChuang AI releases the world's first full-stack open source general AI Agent, allowing everyone to deploy a super intelligent agent on a single machine
Exploring the new era of AI, Lemon AI leads the intelligent agent deployment revolution.
Core content:
1. The world's first full-stack open source AI Agent, covering unlimited scenario tasks
2. Extremely fast deployment, low cost, and inclusive intelligent new experience
3. Solve the pain points of the AI Agent market and achieve global barrier-free access
Lemon AI: The world's first full-stack open source general AI Agent.
Opening a new era of intelligence
As a general AI agent, Lemon AI supports tasks in unlimited scenarios, bringing unlimited possibilities to users.
Whether it is deep search, research report writing, code generation, data analysis, content creation, or document processing, Lemon AI can do it all. In addition, it also supports autonomous learning of the experience library, which can expand the customization of enterprise and personal scenarios, so that its intelligent body capabilities are continuously enhanced with use.
Lemon AI can be deployed very quickly, is easy to use and has very low technical requirements.
Users can complete the entire process from installation to use in just 5 minutes, without complex configuration or a long learning curve. It provides a variety of deployment options, including open source code deployment, container deployment, client deployment and online subscription, and is fully compatible with cloud, local and all-in-one systems, ensuring that users can quickly build and use according to their needs.
Lemon AI significantly reduces the operating costs of AI Agents.
Compared with other AI Agent products, Lemon AI's single-task cost can be reduced by more than 10 times to only $0.1-0.3, while similar products may be as high as $3-5. This cost optimization is due to the self-subscription model and the open source DeepSeekV3 model, which greatly reduces costs without sacrificing quality and performance, allowing users to use the powerful task capabilities of AI Agent without worry.
Hitting the pain points: How does Lemon AI solve your AI dilemma?
The birth of Lemon AI aims to accurately solve the many pain points commonly faced by users in the current AI Agent market and provide users with unlimited possibilities.
Problem: Chinese users generally face the problem of being unable to use various AI Agent products.
Solution: Lemon AI provides open source code, containers or client deployment, allowing users with different technical backgrounds to use AI Agent in the easiest way and achieve barrier-free access worldwide.
Problem: Existing AI Agent products mostly support closed-source models such as OpenAI and Claude, but have little support for open-source models.
Solution: Lemon AI has used DeepSeek V3 as the basic model for development and debugging since the beginning of the project, fully embracing the open source AI ecosystem.
Problem: Existing AI Agent products are expensive, costing $3-5 per task.
Solution: Lemon AI has significantly reduced the cost of a single task to US$0.01-0.1 (a 10-100 times reduction) through its open source and self-subscription model, greatly lowering the threshold for use.
Problem: When the AI Agent exhibits “hallucinations” or lacks intelligence, it is difficult for users to optimize results through manual intervention.
Solution: Lemon AI provides an experience library function that allows users to enter the company's existing data and experience to quickly improve the accuracy of AI, and supports flexible iteration and secondary development to modify source code.
Problem: Enterprise users cannot safely use online AI Agent products due to data security issues.
Solution: Lemon AI achieves single-machine local deployment through full-stack open source. It can be quickly deployed regardless of whether it is a single machine or a private cloud environment, thereby effectively ensuring data security and providing customized options.
Problem: Existing AI Agent products usually do not support custom extension APIs or MCP services.
Solution: Lemon AI supports unlimited expansion of API and MCP services, and can flexibly switch between different large models, reinforcement learning (RL), post-trained LLM or API in different links, providing unparalleled flexibility.
In-depth analysis: Lemon AI's powerful functions and architecture
As a full-stack open source AI Agentic framework, Lemon AI's powerful functions and sophisticated architecture are the cornerstones of its performance and versatility.
Full stack framework: from intent recognition to self-summary
Lemon AI provides a complete AI Agent workflow, covering every aspect from intelligent planning to autonomous execution.
This includes:
“Intent recognition” to accurately understand user needs;
“Mission planning” to autonomously disassemble complex tasks;
“Task Execution” to efficiently execute multi-step processes;
Flexible connection to "tool calls" of various external tools;
“Self-reflection” to identify mistakes and self-correct;
And a "self-summary" that provides a structured output of the results.
This full-stack design follows industry best practices to ensure a seamless, end-to-end Agent experience.
VM-Sandbox: A secure and efficient execution environment
Lemon AI is based on a powerful virtual machine architecture, providing a safe and efficient sandbox environment for the execution of AI Agents.
The Architecture
Support asynchronous code generation and execution,
Browser operation and control,
System-level script execution,
Web search and information retrieval,
MCP and API integration,
File Management and Deployment
The introduction of the virtual machine environment not only ensures the security of AI when interacting with external systems, effectively avoids potential risks by isolating the execution environment, but also provides unlimited tool expansion capabilities to meet various customized needs.
GUI visualization: making the AI execution process transparent and controllable
To improve user experience and controllability, Lemon AI provides a comprehensive GUI visual task interface.
Its features include
Process step tracking,
Mission playback function,
Real-time code preview (supports VS Code integration),
Browser preview and interaction
Perform status monitoring.
This user-friendly interface makes the AI execution process transparent and controllable for both technical and non-technical users, greatly enhancing users’ trust in AI behavior and simplifying the debugging process.
Experience Library: A self-learning system that gets smarter with use
Lemon AI’s built-in experience library is an innovative AI self-learning system that can integrate human experience and feedback into AI’s knowledge base to achieve continuous learning and optimization.
Application scenario: Lemon AI empowers all industries
With its general intelligence, Lemon AI can fully cover multi-field applications and meet various AI intelligence needs in one stop.
Lemon AI can acquire, integrate and analyze information from multiple sources in real time.
Applications include:
Travel search that provides personalized travel plans and recommendations;
Capture and analyze product information on e-commerce platforms in real time to provide accurate recommended product searches;
Real-time monitoring of commodity price changes to assist in price tracking for decision-making;
Providing in-depth information integration research and analysis for academic research and market analysis;
As well as providing professional consulting services in the fields of healthcare, laws and regulations, finance and taxation, etc., providing high-quality information retrieval and consulting.
Lemon AI provides content creators with rich materials and inspiration.
It can intelligently generate content in various forms such as articles, creative ideas, scripts, marketing copywriting, etc., becoming a powerful assistant for creators. For example, AI can generate news summaries and Q&A interactions based on aggregated hot news and topics, or create lyrics based on song titles prompted by users.
The platform is capable of performing multi-dimensional analysis of user data and market data.
It supports data visualization, trend forecasting, market insights and decision support, and can present complex analysis results in a variety of charts and reports. The smart table function of WeChat for Business also reflects the application of AI in data analysis, such as automatically synchronizing customer data and making intelligent summaries.
Lemon AI can automatically generate high-quality code and achieve automated deployment.
This includes algorithm simulation, website generation and application development, which greatly improves development efficiency.
File handling
Lemon AI can perform intelligent processing and analysis on various documents.
Its functions cover content summary, content analysis, content organization and content generation, effectively improving document management and utilization efficiency.
Who are the beneficiaries? Lemon AI’s target user group
Lemon AI aims to empower diverse user groups, meet the AI intelligence needs in different fields, and bring the common value of efficiency improvement, innovation empowerment, cost reduction and decision support to all walks of life.
Financial industry researchers
Lemon AI can help financial industry researchers efficiently collect and analyze financial market data and trends, identify and predict market trends, conduct investment opportunity research, automatically generate professional financial analysis and research reports, and collect competitive intelligence. Typical applications include stock market analysis, risk assessment, portfolio optimization, and financial forecasting.
Enterprise and research team
For enterprises and scientific research teams, Lemon AI can accelerate literature collation, data processing and experimental design, conduct academic literature review and synthesis, collect data across multiple sources, support research design and methodology, conduct experimental simulation and visualization, and integrate collaborative research platforms. Typical applications include academic research, technology development, industrial innovation and market analysis reports.
Programmer Engineer
Lemon AI significantly improves development efficiency through intelligent code completion and generation, provides debugging assistance and code review, supports API integration and document generation, assists in system architecture design, and realizes development workflow automation. Typical applications include automated development, API integration, algorithm design, and performance optimization.
Product Manager
Lemon AI assists product managers in conducting market research and competitive product analysis, collecting and processing user feedback, developing product specifications, assisting in feature prioritization, and performing prototype design and verification. Typical applications include user research, competitive product analysis, product prototype design, and data visualization.
Market comparison: Why is Lemon AI your best choice?
In the increasingly prosperous AI Agent market, Lemon AI has set a new benchmark between open source and closed source products with its unique advantages. The following table intuitively shows the comparison between Lemon AI and major competitors in the market:
As can be seen from the table above, Lemon AI has shown a comprehensive leading position in many core functions. Its unique advantages are:
Full stack open source: Lemon AI provides unparalleled flexibility, transparency, and potential for community-driven innovation.
Single-machine deployment: This feature ensures data security and privacy, which is critical for enterprise users and areas with regional access restrictions.
Powerful general AI Agent capabilities: Lemon AI integrates comprehensive functions, including virtual machine support, browser control, code interpreter, in-depth research, and MCP/API customization capabilities.
High performance and ultra-low cost: Compared with many competitors, especially closed-source products, Lemon AI's per-task cost is significantly lower without compromising performance.
