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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 (collect at least 15 articles) | |
| 2. Then search Google Scholar using the google_scholar_search tool (collect remaining articles to reach 20+) | |
| 3. If not enough articles found, try: | |
| - Different search terms related to the topic | |
| - Broader search terms | |
| - Related topics or subtopics | |
| 4. CONTINUE SEARCHING UNTIL YOU HAVE AT LEAST 20 UNIQUE, RELEVANT ARTICLES | |
| For each source, carefully extract and analyze: | |
| - Title | |
| - Authors (full names for APA citation) | |
| - Publication year | |
| - Journal name (for APA citation) | |
| - Volume/Issue (if available) | |
| - DOI or URL (if available) | |
| - Key findings from abstract | |
| - Methodology used | |
| - Outcomes reported | |
| Combine and synthesize the information: | |
| - Identify common themes | |
| - Note conflicting findings | |
| - Highlight strongest evidence | |
| Organize findings by: | |
| - Study type (RCT, cohort, etc.) | |
| - Sample size | |
| - Follow-up duration | |
| - Outcome measures | |
| Output Format: | |
| 1. Summary of search strategy | |
| 2. Overview of findings | |
| 3. Detailed analysis of key studies | |
| 4. Evidence synthesis | |
| 5. Knowledge gaps identified | |
| 6. Complete reference list with: | |
| - Numbered references [1], [2], etc. | |
| - APA format for each reference | |
| - Minimum of 20 references | |
| Format: [N] Author(s) (Year). Title. Journal, Volume(Issue), Pages. DOI/URL | |
| Example: [1] Smith, J. D., & Jones, M. R. (2023). Study findings. Journal of Medicine, 45(2), 123-145. https://doi.org/10.1000/med.2023""", | |
| agent=agent, | |
| expected_output="A comprehensive research summary with at least 20 numbered references in APA format." | |
| ) | |
| 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 (500-750 words): | |
| - Current state of knowledge | |
| - Clinical significance | |
| - Research gaps | |
| - Clear objectives | |
| - MUST include at least 8 in-text citations with reference numbers [1], [2], etc. | |
| 2. Materials and Methods (500-750 words): | |
| - Search strategy | |
| - Inclusion criteria | |
| - Data extraction process | |
| - Quality assessment | |
| - MUST include at least 5 methodology citations with reference numbers | |
| 3. Results (MINIMUM 1000 words): | |
| - Study characteristics | |
| - Patient demographics | |
| - Primary outcomes | |
| - Secondary outcomes | |
| - Safety data | |
| - Meta-analysis if applicable | |
| - Include specific data from at least 10 studies | |
| - MUST cite EVERY finding with reference numbers [N] | |
| - MINIMUM 12 unique citations in this section | |
| 4. Discussion (MINIMUM 1000 words): | |
| - Summary of main findings | |
| - Comparison with existing literature | |
| - Clinical implications | |
| - Strengths and limitations | |
| - Future research directions | |
| - MUST include at least 15 in-text citations with reference numbers | |
| - Compare and contrast findings from different studies | |
| - Address conflicting results | |
| - Discuss potential mechanisms | |
| 5. Conclusion (250-500 words): | |
| - Key takeaways | |
| - Clinical recommendations | |
| - Research priorities | |
| - Include 2-3 key citations with reference numbers | |
| 6. References: | |
| - List ALL cited articles (MINIMUM 20) | |
| - Number each reference [1], [2], etc. | |
| - Use proper APA format | |
| - Include DOI/URL when available | |
| - Alphabetical order by first author's surname | |
| Format: [N] Author(s) (Year). Title. Journal, Volume(Issue), Pages. DOI/URL | |
| Citation Guidelines: | |
| - Use numbered citations [N] throughout the text | |
| - Single reference: [1] or [2] | |
| - Multiple references: [1,2] or [1-3] | |
| - EVERY paragraph must have at least two citations | |
| - EVERY major claim needs a citation | |
| - Cite the most relevant and recent studies | |
| - Distribute citations across ALL sections | |
| IMPORTANT REQUIREMENTS: | |
| - MINIMUM 20 unique references | |
| - EVERY section must have citations | |
| - Use numbered references [N] consistently | |
| - Include proper APA formatting | |
| - Check that all in-text citations have corresponding numbered references | |
| - Verify that reference numbers match between in-text citations and reference list""", | |
| agent=agent, | |
| expected_output="A well-structured scientific paper with comprehensive analysis, numbered citations throughout all sections, and at least 20 properly formatted references." | |
| ) |