Sure, here are 10 ReAct queries that would use at least 4 agents in some sequence: 1. **Query**: "Generate a research outline on the effects of climate change on polar bear populations, including recent studies, statistical data, and a summary of findings." - Agents: Research Paper Finder, Data Summarizer, Statistical Analysis, Research Outline Generator 2. **Query**: "Create a literature review on machine learning applications in healthcare, with a summary of each paper and a keyword extraction for the main topics." - Agents: Research Paper Finder, Literature Review Organizer, Data Summarizer, Keyword Extractor 3. **Query**: "Design an experimental study on the impact of social media on teenagers' mental health, including hypothesis generation, methodology advice, and survey questions." - Agents: Hypothesis Generator, Methodology Advisor, Experimental Design Helper, Survey Designer 4. **Query**: "Find funding opportunities for a research project on renewable energy technologies, generate a thesis statement, and create a bibliography for the related literature." - Agents: Funding Finder, Research Paper Finder, Thesis Statement Generator, Bibliography Manager 5. **Query**: "Analyze the statistical significance of data from a survey on remote work productivity, generate graphs, and provide a summary of the findings." - Agents: Data Cleaning Agent, Statistical Analysis, Graph Generator, Data Summarizer 6. **Query**: "Create a comprehensive research outline on the impact of diet on cardiovascular health, including a literature review, data summary, and keyword extraction." - Agents: Research Paper Finder, Research Outline Generator, Data Summarizer, Keyword Extractor 7. **Query**: "Design a study on the effectiveness of different teaching methods in elementary education, including hypothesis generation, methodology advice, and statistical analysis." - Agents: Hypothesis Generator, Methodology Advisor, Experimental Design Helper, Statistical Analysis 8. **Query**: "Generate a citation for a recent article on quantum computing, summarize the article, and include it in a bibliography for a related research project." - Agents: Citation Generator, Research Paper Finder, Data Summarizer, Bibliography Manager 9. **Query**: "Develop a research proposal on the socio-economic impacts of urbanization, including literature review, hypothesis generation, and data summary." - Agents: Research Paper Finder, Literature Review Organizer, Hypothesis Generator, Data Summarizer 10. **Query**: "Create a detailed research outline for a study on the psychological effects of video games on adolescents, including a survey design and a review of recent studies." - Agents: Research Paper Finder, Research Outline Generator, Survey Designer, Literature Review Organizer These queries are designed to invoke multiple agents in a sequence, allowing you to test the integration and functionality of your ReAct system effectively. Sure, here are ten more queries that utilize the ReAct paradigm, showcasing the various agents and tasks: 1. **Query**: Develop a comprehensive research plan to investigate the impact of climate change on polar bear populations, including data analysis and a visualization of temperature trends. - **Agents/Tasks**: Research Paper Finder, Data Summarizer, Statistical Analysis, Graph Generator, Research Outline Generator. 2. **Query**: Create a detailed marketing plan for a new tech startup, including a competitor analysis, keyword extraction, and a list of potential investors. - **Agents/Tasks**: Research Paper Finder, Keyword Extractor, Data Summarizer, Funding Finder, Research Outline Generator. 3. **Query**: Design a user study to evaluate the usability of a new mobile app, including survey questions, statistical analysis, and a literature review on similar studies. - **Agents/Tasks**: Survey Designer, Research Paper Finder, Literature Review Organizer, Statistical Analysis, Research Outline Generator. 4. **Query**: Compile a comprehensive report on the latest advancements in renewable energy technologies, including citations and a summary of key findings. - **Agents/Tasks**: Research Paper Finder, Citation Generator, Data Summarizer, Research Outline Generator, Keyword Extractor. 5. **Query**: Plan an experimental study on the effects of sleep deprivation on cognitive performance, including a survey design and a review of relevant methodologies. - **Agents/Tasks**: Research Paper Finder, Survey Designer, Methodology Advisor, Research Outline Generator, Experimental Design Helper. 6. **Query**: Create a systematic review of the literature on artificial intelligence in healthcare, including keyword extraction and a summary of major trends. - **Agents/Tasks**: Research Paper Finder, Literature Review Organizer, Keyword Extractor, Data Summarizer, Research Outline Generator. 7. **Query**: Develop a thesis proposal on the economic impact of remote work, including a literature review, hypothesis generation, and a bibliography. - **Agents/Tasks**: Research Paper Finder, Literature Review Organizer, Hypothesis Generator, Research Outline Generator, Bibliography Manager. 8. **Query**: Generate a detailed report on the effects of social media on mental health, including data cleaning, statistical analysis, and visualization of the findings. - **Agents/Tasks**: Research Paper Finder, Data Cleaning Agent, Statistical Analysis, Graph Generator, Data Summarizer. 9. **Query**: Design a comprehensive survey to study consumer preferences for electric vehicles, including a methodology overview and a review of similar studies. - **Agents/Tasks**: Survey Designer, Research Paper Finder, Methodology Advisor, Literature Review Organizer, Research Outline Generator. 10. **Query**: Create a funding proposal for a project on sustainable agriculture practices, including a literature review, a list of potential funding sources, and a bibliography. - **Agents/Tasks**: Research Paper Finder, Literature Review Organizer, Funding Finder, Research Outline Generator, Bibliography Manager. These queries utilize multiple agents and tasks to demonstrate the ReAct paradigm, highlighting the interplay between different agents and the sequential nature of the process.