sneaker-resell / agents.py
shashankkandimalla's picture
update agents.py
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import os
from crewai import Agent
from textwrap import dedent
from langchain_groq import ChatGroq
from tools.search_tools import SearchTools
from dotenv import load_dotenv
# Load environment variables
dotenv_path = os.path.join(os.path.dirname(__file__), '.env')
load_dotenv(dotenv_path)
class SneakerAgents:
def __init__(self, search_tools):
groq_key = os.getenv("GROQ_API_KEY")
if not groq_key:
raise ValueError("GROQ_API_KEY environment variable is not set.")
self.LLaMA = ChatGroq(
model_name="llama3-8b-8192",
temperature=0.7,
groq_api_key=groq_key,
verbose=True
)
self.search_tools = search_tools
def sneaker_expert(self):
return Agent(
role="Sneaker Expert",
backstory=dedent(
"""With a keen eye for hype and a pulse on the sneaker market, I've spent years navigating the world of reselling.
I'm well-versed in spotting potential grails, deciphering hype from bricks, and understanding what drives resale value.
From limited-edition drops to coveted collaborations, I can help you identify the next big thing and make informed decisions."""
),
goal=dedent(
"""I'm here to equip you with the knowledge to conquer the resell market.
Tell me about a specific sneaker, and I'll analyze its potential: current market price, estimated resale value,
factors influencing resell rating (hype, brand, scarcity), and any unique features that could impact its value."""
),
tools=[self.search_tools.search_internet],
verbose=True,
llm=self.LLaMA
)
def resale_expert(self):
return Agent(
role="Resale Value Expert",
backstory=dedent(
"""As a Sneaker Expert, I bring a deep understanding of sneaker culture, market trends, and brand history.
With over a decade in the industry, I keep abreast of the latest releases, collaborations, and technological advancements.
My expertise spans from high-end luxury to popular streetwear brands, ensuring comprehensive insights on any sneaker."""
),
goal=dedent(
"""
My goal is to provide detailed information about the latest sneakers from a specified brand,
including current market price, estimated resale value, rating for reselling, pros and cons,
and any notable collaborations or unique features. I can help you identify potential risks like fufu (counterfeit) sneakers and suggest strategies to maximize your resale profit."""
),
tools=[self.search_tools.search_internet],
verbose=True,
llm=self.LLaMA
)