Create app.py

app.py

@@ -0,0 +1,86 @@
+import os
+import gradio as gr
+from crewai import Agent, Task, Crew, Process
+from langchain_groq import ChatGroq
+from langchain.tools import DuckDuckGoSearchRun
+
+# Initialize the GROQ language model
+groq_llm = ChatGroq(
+    groq_api_key=os.environ["GROQ_API_KEY"],
+    model_name="mixtral-8x7b-32768"
+)
+
+# Initialize the search tool
+search_tool = DuckDuckGoSearchRun()
+
+# Create agents
+researcher = Agent(
+    role='Senior Researcher',
+    goal='Conduct thorough research on given topics',
+    backstory='You are an experienced researcher with a keen eye for detail and the ability to find relevant information quickly.',
+    verbose=True,
+    allow_delegation=False,
+    llm=groq_llm,
+    tools=[search_tool]
+)
+
+writer = Agent(
+    role='Content Writer',
+    goal='Create engaging and informative content based on research',
+    backstory='You are a skilled writer capable of turning complex information into easily understandable and engaging content.',
+    verbose=True,
+    allow_delegation=False,
+    llm=groq_llm
+)
+
+editor = Agent(
+    role='Editor',
+    goal='Refine and improve the written content',
+    backstory='You are a meticulous editor with a strong command of language and an eye for clarity and coherence.',
+    verbose=True,
+    allow_delegation=False,
+    llm=groq_llm
+)
+
+def create_crew(query):
+    # Create tasks
+    research_task = Task(
+        description=f"Research the following topic thoroughly: {query}",
+        agent=researcher
+    )
+
+    writing_task = Task(
+        description="Write an informative article based on the research conducted",
+        agent=writer
+    )
+
+    editing_task = Task(
+        description="Review and refine the written article, ensuring clarity, coherence, and engagement",
+        agent=editor
+    )
+
+    # Create the crew
+    crew = Crew(
+        agents=[researcher, writer, editor],
+        tasks=[research_task, writing_task, editing_task],
+        verbose=2,
+        process=Process.sequential
+    )
+
+    return crew
+
+def process_query(query):
+    crew = create_crew(query)
+    result = crew.kickoff()
+    return result
+
+# Create Gradio interface
+iface = gr.Interface(
+    fn=process_query,
+    inputs=gr.Textbox(lines=2, placeholder="Enter your query here..."),
+    outputs=gr.Textbox(lines=10, label="AI Agent Response"),
+    title="AI Agent Chatbot",
+    description="Ask a question or provide a topic, and our AI agents will research, write, and edit a response for you."
+)
+
+iface.launch()