Upload tasks.py

tasks.py

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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."
+    )