AI-Data-Analysis-MultiAgent
AI driven multi-agent data analysis system
0
- Assumption generation and verification
- Data Processing and Analysis
- Visual creation
- Network Search and Information Retrieval
- Code generation and execution
- Report writing
- Quality review and revision
- Supervising agents are responsible for overseeing the analysis process
- Chain thinking reasoning for solving complex problems
- Criticize the use of intelligent agents for quality assurance and error checking
- Innovative note taking agent: continuously recording the current status of projects, providing a more efficient alternative to transmitting complete historical information, and enhancing the system's ability to maintain context and continuity at different analysis stages
Product Details
AI Data Analysis MultiAgent is an advanced AI driven research assistant system that utilizes multiple professional agents to assist in tasks such as data analysis, visualization, and report generation. The system adopts LangChain, OpenAI's GPT model, and LangGraph to handle complex research processes, integrating diverse AI architectures to achieve optimal performance. The uniqueness of this system lies in the integration of a specialized Note Taker agent, which can reduce computational costs, improve context preservation between different analysis stages, and achieve more coherent and consistent analysis results by maintaining concise and comprehensive records of projects.
