Orchestrating professional models to work together, providing integrated solutions
DeepMiner-FA is not just a foundation large model, but a framework coordinating multiple professional agents working together
FA is a framework that coordinates multiple professional agents working together, capable of dynamically combining different specialized models based on task requirements.
Provides task allocation, resource scheduling, and result integration capabilities between agents, ensuring efficient collaboration among specialized models.
Provides a solid foundation for enterprise data analysis and decision-making, supporting multi-dimensional analysis in complex business scenarios.
Enables seamless collaboration among multiple specialized models, forming complete solutions and avoiding the limitations of a single large model.
DeepMiner-FA adopts a modular design, ensuring efficient and reliable multi-agent collaboration
Dynamically assigns tasks to the most suitable professional models, ensuring each task is handled by the model that excels at it.
Manages communication and resource sharing between agents, ensuring smooth information flow and efficient collaboration.
Autonomously decomposes complex tasks, forms execution plans, and ensures tasks are completed efficiently.
Maintains global consistency and historical information, ensuring continuity in the multi-agent collaboration process.
Integrates enterprise proprietary knowledge and public data, providing a rich knowledge foundation for agents.
DeepMiner-FA provides comprehensive multi-agent collaboration capabilities, enabling efficient processing of complex tasks
Orchestrates multiple professional models to jointly solve complex problems, achieving capability complementation and collaborative enhancement.
Breaks down large tasks and assigns them to specialized models, then integrates the results from each part to form a complete solution.
Merges outputs from multiple agents into coherent results, ensuring consistency and high quality.
Dynamically adjusts computing resources according to task requirements, ensuring efficient system operation.
Ensures data security during multi-agent collaboration, complying with enterprise regulatory requirements.
DeepMiner-FA acts as the core coordinator, managing collaboration and information flow between specialized models
Receives professional capabilities provided by Mano and Cito, integrates and coordinates them to form complete solutions.
Based on task characteristics, intelligently assigns tasks to the most suitable specialized models, ensuring processing efficiency and quality.
Manages data flow and information sharing between models, ensuring data consistency throughout the collaboration process.
As the core engine of the enterprise version, enables seamless collaboration between specialized models, providing integrated solutions.
DeepMiner-FA has significant technical advantages compared to a single large model
Can dynamically combine different specialized models according to task requirements, achieving precise capability matching.
Easily integrates new specialized models and capabilities, adapting to constantly changing business requirements.
Provides a unified interface to access various professional capabilities, simplifying the user experience.
Avoids redundancy of a single large model, achieves precise capability matching, and reduces computational resource consumption.
Each specialized model can be upgraded independently without affecting the overall framework, ensuring continuous system optimization.
DeepMiner-FA is suitable for various complex business scenarios, leveraging the advantages of multi-agent collaboration
Calls upon multiple specialized models to collaboratively analyze complex business data, extracting deep insights.
Integrates insights from specialized models across different domains, supporting cross-departmental and cross-domain decision making.
Orchestrates multiple agents to complete entire processes, achieving end-to-end automation of business workflows.
Establishes connections between different data sources and models, forming a unified knowledge network.
Explore how DeepMiner-FA can provide multi-agent collaboration solutions for your enterprise