app.py

import os
import gradio as gr
from textwrap import dedent
import google.generativeai as genai

# Tool import
from crewai.tools.gemini_tools import GeminiSearchTools
from langchain.tools.yahoo_finance_news import YahooFinanceNewsTool
from crewai.tools.browser_tools import BrowserTools
from crewai.tools.sec_tools import SECTools
from crewai.tools.mixtral_tools import MixtralSearchTools

# Google Langchain
from langchain_google_genai import GoogleGenerativeAI

#Crew imports
from crewai import Agent, Task, Crew, Process

# Retrieve API Key from Environment Variable
GOOGLE_AI_STUDIO = os.environ.get('GOOGLE_API_KEY')

# Ensure the API key is available
if not GOOGLE_AI_STUDIO:
    raise ValueError("API key not found. Please set the GOOGLE_AI_STUDIO2 environment variable.")

# Set gemini_llm
gemini_llm = GoogleGenerativeAI(model="gemini-pro", google_api_key=GOOGLE_AI_STUDIO)

# Base Example with Gemini Search

def crewai_process(discussion_topic):
    # Define your agents with roles and goals
    crazy1 = Agent(
        role='Therapist',
        goal=f'Discuss issue with {discussion_topic} and come to a deeper understanding. Facilitate a supportive and constructive group therapy discussion on mental health.',
        backstory=""" You are Dr.Smith. Dr. Smith is a seasoned therapist with a wealth of experience, has dedicated their career to helping individuals
                    navigate the complexities of mental health. With a compassionate and empathetic approach,
                    Dr. Smith has witnessed the transformative power of therapy and aims to create 
                    a safe space for individuals to share, heal, and grow.""",
        verbose=True,
        allow_delegation=False,
        llm = gemini_llm,
        tools=[
                MixtralSearchTools.mixtral_crazy,
                #GeminiSearchTools.gemini_search
                
      ]

    )
    crazy2 = Agent(
        role='Anxiety Patient',
        goal='Share experiences and seek support for managing ongoing mental health challenges.',
        backstory="""You are Sarah.
                        Sarah finds herself in the grips of anxiety and depression, grappling with the challenges that life has thrown her way.
                        The weight of these struggles in both personal and professional spheres has led Sarah to seek solace in therapy.
                        Desiring understanding and support, Sarah embarks on a journey toward healing, 
                        hoping to connect with others who can relate to her experiences.""",
        verbose=True,
        allow_delegation=True,
        llm = gemini_llm,
        tools=[
                MixtralSearchTools.mixtral_normal,
                #GeminiSearchTools.gemini_search
      ]
     
        # Add tools and other optional parameters as needed
    )
    crazy3 = Agent(
        role='Recovered Patient',
        goal=f'Share insights from overcoming depression and offer support to others regarding {discussion_topic}.',
        backstory="""You are Emily.
                    Emily faced the depths of severe depression, a journey marked by pain and despair. 
                    Through resilience, therapy, and unwavering support from loved ones,
                    Emily emerged victorious over the darkness that once consumed her. 
                    Driven by a profound desire to give back, Emily now stands as a beacon of hope, 
                    eager to share her insights and support others on their path to recovery.""",
        verbose=True,
        allow_delegation=True,
        llm = gemini_llm,
        tools=[
                MixtralSearchTools.mixtral_normal,
                #GeminiSearchTools.gemini_search
      ]
     
        # Add tools and other optional parameters as needed
    )
    crazy4 = Agent(
        role='Current Patient',
        goal='Discuss the impact of PTSD and foster understanding among the group.',
        backstory="""You are Alex.
                        Alex, a brave military veteran, carries the scars of service in the form of PTSD.
                        The haunting memories of the battlefield have left an indelible mark on Alex's mental well-being. 
                        Now, in the process of recovery, Alex seeks the understanding and camaraderie of peers who can
                        empathize with the unique challenges that come with post-traumatic stress disorder.""",
        verbose=True,
        allow_delegation=True,
        llm = gemini_llm,
        tools=[
                MixtralSearchTools.mixtral_normal,
                #GeminiSearchTools.gemini_search
      ]
     
        # Add tools and other optional parameters as needed
    )
    crazy5 = Agent(
        role='Recovered Patient',
        goal='Provide empathy and understanding to current patients based on personal experiences.',
        backstory="""You are Chris.
                        Chris, having triumphed over the clutches of anxiety disorder, understands the tumultuous 
                        journey to recovery intimately. The struggle involved reshaping lifestyle, cultivating resilience, 
                        and fostering a robust support network. Now, with a deep well of empathy, Chris is committed to offering 
                        understanding and encouragement to those currently navigating the challenges of mental health.""",
        verbose=True,
        allow_delegation=True,
        llm = gemini_llm,
        tools=[
                MixtralSearchTools.mixtral_normal,
                #GeminiSearchTools.gemini_search
      ]
     
        # Add tools and other optional parameters as needed
    )

    # Create tasks for your agents
    task1 = Task(
        description=f"""Discuss the  {discussion_topic}. Use Mixtral
        do 10 rounds of chat with. react to crazy3 """,
        agent=crazy2
    )

    task2 = Task(
        description=f"""Discuss the  {discussion_topic}. Use Mixtral
        do 10 rounds of chat with. react to crazy4.
        Discuss the impact of PTSD""",
        agent=crazy3
    )
    task3 = Task(
        description=f"""Discuss the  {discussion_topic}. Use Mixtral
        do 10 rounds of chat with. react to crazy5
        Share insights from overcoming depression or any type of mental illness. """,
        agent=crazy4
    )
    task4 = Task(
        description=f"""Discuss the  {discussion_topic}. Use Mixtral
        do 10 rounds of chat with. react to crazy1 """,
        agent=crazy5
    )
    task5 = Task(
        description=f"""{crazy1.role} listens to all the discussion peacefully. Deeply understand the problem and provide his sincere suggestions """,
        agent=crazy1
    )

    # Instantiate your crew with a sequential process
    crew = Crew(
        agents=[crazy2, crazy3, crazy4, crazy5, crazy1],
        tasks=[task1, task2, task3, task4, task5],
        verbose=2,
        process=Process.sequential
    )

    # Get your crew to work!
    result = crew.kickoff()
    
    return result

# Create a Gradio interface
iface = gr.Interface(
    fn=crewai_process, 
    inputs=gr.Textbox(lines=2, placeholder="Enter Research Topic Here..."), 
    outputs="text",
    title="CrewAI on Mixtral (Group Therapy Session)",
    description="Submit a discussion topic for a detailed analysis in our Group Therapy session. To learn more connect with Mike Lively on LinkedIn at https://www.linkedin.com/in/awsmulticloud/ or join his cloud Meetup at https://www.meetup.com/florence-aws-user-group-meetup/"
)

# Launch the interface
iface.launch(debug=True)