sourangshupal · October 4, 2025 06:06 · Oct 4, 2025
diff --git a/app.py b/app.py
@@ -0,0 +1,107 @@
+from crewai import Crew, Agent, Task, LLM
+from crewai_tools import SerperDevTool
+
+from dotenv import load_dotenv
+load_dotenv()
+
+topic = "AI in Healthcare"
+
+llm = LLM(
+    model="gemini/gemini-2.5-flash",
+)
+# Tool
+search_tool = SerperDevTool(n=2)
+
+# Agent 1
+senior_research_analyst = Agent(
+    role = "Senior Research Analyst",
+    goal= f"Research, analyze, and synthesize comprehensive information on {topic} from reliable web sources",
+    backstory="You're an expert research analyst with advanced web research skills. "
+                    "You excel at finding, analyzing, and synthesizing information from "
+                    "across the internet using search tools. You're skilled at "
+                    "distinguishing reliable sources from unreliable ones, "
+                    "fact-checking, cross-referencing information, and "
+                    "identifying key patterns and insights. You provide "
+                    "well-organized research briefs with proper citations "
+                    "and source verification. Your analysis includes both "
+                    "raw data and interpreted insights, making complex "
+                    "information accessible and actionable.",
+    verbose = True,
+    allow_delegation=False,
+    tools = [search_tool],
+    llm = llm
+)
+
+# Agent 2 Content Creator
+
+content_writer = Agent(
+    role="Content Writer",
+    goal="Transform research findings into engaging blog posts while maintaining accuracy",
+    backstory="You're a skilled content writer specialized in creating "
+                    "engaging, accessible content from technical research. "
+                    "You work closely with the Senior Research Analyst and excel at maintaining the perfect "
+                    "balance between informative and entertaining writing, "
+                    "while ensuring all facts and citations from the research "
+                    "are properly incorporated. You have a talent for making "
+                    "complex topics approachable without oversimplifying them.",
+    verbose=True,
+    allow_delegation=False,
+    llm = llm
+)
+
+# TASK 1
+
+research_tasks = Task(
+    description=("""
+            1. Conduct comprehensive research on {topic} including:
+                - Recent developments and news
+                - Key industry trends and innovations
+                - Expert opinions and analyses
+                - Statistical data and market insights
+            2. Evaluate source credibility and fact-check all information
+            3. Organize findings into a structured research brief
+            4. Include all relevant citations and sources
+        """),
+    expected_output = """A detailed research report containing:
+            - Executive summary of key findings
+            - Comprehensive analysis of current trends and developments
+            - List of verified facts and statistics
+            - All citations and links to original sources
+            - Clear categorization of main themes and patterns
+            Please format with clear sections and bullet points for easy reference.""",
+    agent = senior_research_analyst)
+
+
+
+# Content Writer Task
+# Task 2 Content Writing
+writing_task = Task(
+        description=("""
+            Using the research brief provided, create an engaging blog post that:
+            1. Transforms technical information into accessible content
+            2. Maintains all factual accuracy and citations from the research
+            3. Includes:
+                - Attention-grabbing introduction
+                - Well-structured body sections with clear headings
+                - Compelling conclusion
+            4. Preserves all source citations in [Source: URL] format
+            5. Includes a References section at the end
+        """),
+        expected_output = """A polished blog post in markdown format that:
+            - Engages readers while maintaining accuracy
+            - Contains properly structured sections
+            - Includes Inline citations hyperlinked to the original source url
+            - Presents information in an accessible yet informative way
+            - Follows proper markdown formatting, use H1 for the title and H3 for the sub-sections""",
+        agent = content_writer)
+
+
+crew = Crew(
+    agents= [senior_research_analyst, content_writer],
+    tasks= [research_tasks, writing_task],
+    verbose = True
+)
+
+result = crew.kickoff(inputs= {"topic" : topic})
+
+print(result)