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| from crewai import Task | |
| def get_research_task(agent, topic): | |
| return Task( | |
| description=f"""Research the topic "{topic}" extensively using PMC and Google Scholar. | |
| Follow these steps: | |
| 1. First search PMC using the pmc_search tool | |
| 2. Then search Google Scholar using the google_scholar_search tool | |
| 3. For each source, carefully extract and analyze: | |
| - Title | |
| - Authors | |
| - Publication year | |
| - Key findings from abstract | |
| - Methodology used | |
| - Outcomes reported | |
| 4. Combine and synthesize the information: | |
| - Identify common themes | |
| - Note conflicting findings | |
| - Highlight strongest evidence | |
| 5. Organize findings by: | |
| - Study type (RCT, cohort, etc.) | |
| - Sample size | |
| - Follow-up duration | |
| - Outcome measures | |
| If search results are limited: | |
| 1. Try alternative search terms | |
| 2. Broaden the search scope | |
| 3. Include related conditions/treatments | |
| Output Format: | |
| 1. Summary of search strategy | |
| 2. Overview of findings | |
| 3. Detailed analysis of key studies | |
| 4. Evidence synthesis | |
| 5. Knowledge gaps identified""", | |
| agent=agent, | |
| expected_output="A comprehensive research summary with detailed analysis of findings from both PMC and Google Scholar." | |
| ) | |
| def get_writing_task(agent, topic): | |
| return Task( | |
| description=f"""Write a comprehensive scientific paper about "{topic}" based on the research provided. | |
| Paper Structure: | |
| 1. Introduction: | |
| - Current state of knowledge | |
| - Clinical significance | |
| - Research gaps | |
| - Clear objectives | |
| 2. Materials and Methods: | |
| - Search strategy | |
| - Inclusion criteria | |
| - Data extraction process | |
| - Quality assessment | |
| 3. Results (minimum one page): | |
| - Study characteristics | |
| - Patient demographics | |
| - Primary outcomes | |
| - Secondary outcomes | |
| - Safety data | |
| - Meta-analysis if applicable | |
| 4. Discussion (minimum one page): | |
| - Summary of main findings | |
| - Comparison with existing literature | |
| - Clinical implications | |
| - Strengths and limitations | |
| - Future research directions | |
| 5. Conclusion: | |
| - Key takeaways | |
| - Clinical recommendations | |
| - Research priorities | |
| 6. References: | |
| - APA format | |
| - All cited studies included | |
| Writing Guidelines: | |
| - Use clear, scientific language | |
| - Support all claims with evidence | |
| - Include relevant statistics | |
| - Maintain objectivity | |
| - Address conflicting findings | |
| - Consider clinical relevance""", | |
| agent=agent, | |
| expected_output="A well-structured scientific paper with comprehensive analysis and proper citations." | |
| ) |