Agent working

Author: strcoder4007

agents.py

@@ -0,0 +1,83 @@
+from crewai import Crew, Task, Agent, Process
+from crewai_tools import SerperDevTool
+from langchain_google_genai import ChatGoogleGenerativeAI
+import os
+
+os.environ["GOOGLE_API_KEY"] = "AIzaSyAdvi5FDIVPLUokRD4KBjve4UdfZOSmbVo"
+os.environ["SERPER_API_KEY"] = "29e9856df645a3ac5c5bcb6bdad3e582be0322fa"
+
+
+
+# Create the first LLM
+
+messages = [
+    (
+        "system",
+        "You are a helpful assistant that translates English to French. Translate the user sentence.",
+    ),
+    ("human", "I love programming."),
+]
+
+llm = ChatGoogleGenerativeAI(
+    model="gemini-1.5-pro",
+    temperature=0,
+    max_tokens=None,
+    timeout=None,
+    max_retries=2
+)
+
+search_tool = SerperDevTool()
+
+# Define your agents with roles and goals
+researcher = Agent(
+  role='Senior Research Analyst',
+  goal='Uncover cutting-edge developments in AI and data science',
+  backstory="""You work at a leading tech think tank.
+  Your expertise lies in identifying emerging trends.
+  You have a knack for dissecting complex data and presenting actionable insights.""",
+  verbose=True,
+  llm=llm,
+  allow_delegation=False,
+  tools=[search_tool]
+)
+writer = Agent(
+  role='Tech Content Strategist',
+  goal='Craft compelling content on tech advancements',
+  backstory="""You are a renowned Content Strategist, known for your insightful and engaging articles.
+  You transform complex concepts into compelling narratives.""",
+  verbose=True,
+  llm=llm,
+  allow_delegation=False
+)
+
+# Create tasks for your agents
+task1 = Task(
+  description="""Conduct a comprehensive analysis of the latest advancements in AI in 2024.
+  Identify key trends, breakthrough technologies, and potential industry impacts.""",
+  expected_output="Full analysis report in bullet points",
+  output_file="task1output.txt",
+  agent=researcher
+)
+
+task2 = Task(
+  description="""Using the insights provided, develop an engaging blog
+  post that highlights the most significant AI advancements.
+  Your post should be informative yet accessible, catering to a tech-savvy audience.
+  Make it sound cool, avoid complex words so it doesn't sound like AI.""",
+  expected_output="Full blog post of at least 4 paragraphs",
+  agent=writer
+)
+
+# Instantiate your crew with a sequential process
+crew = Crew(
+  agents=[researcher, writer],
+  tasks=[task1, task2],
+  verbose=True,
+  process = Process.sequential
+)
+
+# Get your crew to work!
+result = crew.kickoff()
+
+print("######################")
+print(result)