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Define CrewAI Drug Safety Monitoring Crew

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Linked challenge: Drug Toxicity Cell-Free DNA Monitoring System using CrewAI and Google Vertex AI

Format
Code-aware
Lines
12
Sections
4
Linked challenge
Drug Toxicity Cell-Free DNA Monitoring System using CrewAI and Google Vertex AI

Prompt source

Original prompt text with formatting preserved for inspection.

12 lines
4 sections
No variables
0 checklist items
from crewai import Agent, Task, Crew, Process
from langchain_google_vertexai import VertexAI

# Initialize Vertex AI LLM
vertex_llm = VertexAI(model_name='gemini-1.5-pro')

# Build CrewAI Agents for cfDNA Analyst and Pharmacovigilance Auditor
cfdna_analyst = Agent(
    role='cfDNA Epigenetics Specialist',
    goal='Deconvolve cfDNA methylation markers to detect drug-induced tissue damage',
    backstory='Expert in epigenomics and cell-free DNA methylation profiling.',
    llm=vertex_llm
)

# Define task pipeline

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.