Technological development trends following the outbreak of MCP in 2025

1. Multimodal hybrid retrieval: Integrating multimodal data such as text, images, and videos to achieve cross-modal knowledge retrieval and understanding;
2. Domain Expert System: A deeply optimized Agent system tailored for specific domains (such as law enforcement, healthcare), integrating professional knowledge and rules;
3. Enhanced interpretability: Provide transparent explanations of the retrieval and reasoning processes to enhance the credibility and auditability of the system;
4. Adaptive knowledge updating: Automatically identify outdated and contradictory knowledge, proactively update the knowledge base, and maintain the timeliness of knowledge;
5. Collaborative Agent: An ecosystem of Agents that work collaboratively across multiple intelligences, supporting complex task decomposition and collaborative problem-solving;
6. Personalized knowledge network: Construct a personalized knowledge graph based on user backgrounds to provide customized information services.