new.py

import os
import streamlit as st
from crewai import Agent, Task, Crew, LLM
from crewai_tools import SerperDevTool
from dotenv import load_dotenv

# Load environment variables
load_dotenv()


# def generate_content(topic):
llm = LLM(
    model="groq/llama3-8b-8192",
    temperature=0.5
)

search_tool = SerperDevTool(n_results=10)

    # First Agent: Senior Research Analyst
senior_research_analyst = Agent(
    role="Senior Research Analyst",
    goal="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.",
    allow_delegation=False,
    max_rpm=19000,
    verbose=True,
    tools=[search_tool],
    llm=llm
)

    # Second Agent: Content Writer
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.",
    allow_delegation=False,
    verbose=True,
    llm=llm
)

    # Research Task
research_task = 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
)

# Writing Task
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,
    output_file='blog-posts/new_post.md'
)



# Function to execute the crew process with user input
def main(topic):
    # Assemble a crew with planning enabled
    crew = Crew(
        agents=[senior_research_analyst, content_writer],
        tasks=[research_task, writing_task],
        verbose=True
    )
    
    # Kick off the process with the topic as input
    result = crew.kickoff(inputs={"topic": topic})
    print(result)

if __name__ == "__main__":
    user_topic = input("Enter the topic for trending news: ")
    main(user_topic)