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Delete tasks.py
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tasks.py
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from crewai import Task
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def get_research_task(agent, topic):
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return Task(
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description=f"""Research the topic "{topic}" extensively using PMC and Google Scholar.
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Follow these steps:
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1. First search PMC using the pmc_search tool
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2. Then search Google Scholar using the google_scholar_search tool
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3. For each source, carefully extract and analyze:
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- Title
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- Authors (full names for APA citation)
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- Publication year
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- Journal name (for APA citation)
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- Volume/Issue (if available)
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- DOI or URL (if available)
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- Key findings from abstract
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- Methodology used
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- Outcomes reported
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4. Combine and synthesize the information:
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- Identify common themes
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- Note conflicting findings
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- Highlight strongest evidence
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5. Organize findings by:
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- Study type (RCT, cohort, etc.)
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- Sample size
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- Follow-up duration
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- Outcome measures
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If search results are limited:
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1. Try alternative search terms
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2. Broaden the search scope
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3. Include related conditions/treatments
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Output Format:
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1. Summary of search strategy
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2. Overview of findings
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3. Detailed analysis of key studies
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4. Evidence synthesis
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5. Knowledge gaps identified
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6. Complete reference list in APA format for ALL sources
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Format: Author(s) (Year). Title. Journal, Volume(Issue), Pages. DOI/URL
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Example: Smith, J. D., & Jones, M. R. (2023). Study findings. Journal of Medicine, 45(2), 123-145. https://doi.org/10.1000/med.2023""",
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agent=agent,
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expected_output="A comprehensive research summary with detailed analysis and APA-formatted references for all sources."
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)
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def get_writing_task(agent, topic):
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return Task(
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description=f"""Write a comprehensive scientific paper about "{topic}" based on the research provided.
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Paper Structure:
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1. Introduction (500-750 words):
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- Current state of knowledge
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- Clinical significance
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- Research gaps
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- Clear objectives
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- Include at least 5 in-text citations
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2. Materials and Methods (500-750 words):
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- Search strategy
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- Inclusion criteria
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- Data extraction process
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- Quality assessment
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- Include methodology citations
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3. Results (MINIMUM 1000 words):
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- Study characteristics
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- Patient demographics
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- Primary outcomes
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- Secondary outcomes
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- Safety data
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- Meta-analysis if applicable
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- Include specific data from at least 10 studies
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- Use in-text citations for every finding
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4. Discussion (MINIMUM 1000 words):
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- Summary of main findings
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- Comparison with existing literature
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- Clinical implications
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- Strengths and limitations
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- Future research directions
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- Include at least 15 in-text citations
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- Compare and contrast findings from different studies
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- Address conflicting results
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- Discuss potential mechanisms
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5. Conclusion (250-500 words):
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- Key takeaways
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- Clinical recommendations
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- Research priorities
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6. References:
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- MUST list ALL cited articles (minimum 20)
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- Use proper APA format
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- Include DOI/URL when available
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- Alphabetical order
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Writing Guidelines:
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- Use clear, scientific language
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- Support EVERY claim with citations
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- Include relevant statistics
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- Maintain objectivity
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- Address conflicting findings
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- Consider clinical relevance
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Citation Format:
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- In-text: (Author et al., Year) or Author et al. (Year)
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- For 2 authors: (Smith & Jones, 2023)
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- For 3+ authors: (Smith et al., 2023)
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- Multiple citations: (Smith et al., 2023; Jones et al., 2022)
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IMPORTANT:
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- Results and Discussion MUST be at least 1000 words each
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- EVERY paragraph should include at least one citation
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- ALL sources from the research must be cited and listed
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- Check that all in-text citations have corresponding references""",
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agent=agent,
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expected_output="A well-structured scientific paper with comprehensive analysis, proper citations, and complete reference list."
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