"""
Tech Expert - Technology and Digital Transformation Specialist
Generic version for framework
"""
from typing import Dict, List
from langchain_openai import ChatOpenAI, OpenAIEmbeddings

class TechExpert:
    def __init__(self, model_name: str = "gpt-4"):
        self.llm = ChatOpenAI(model=model_name, temperature=0.5)
        self.embeddings = OpenAIEmbeddings(model="text-embedding-3-large")
        self.name = "Tech Expert"
        self.expertise = "AI, automation, digital transformation, data analytics"
        
    def analyze(self, query: str) -> str:
        prompt = f"""You are a technology and digital transformation expert.
        Focus on: AI, automation, data, emerging technologies, digital tools.
        Provide innovative, future-focused insights.
        
        Query: {query}"""
        
        response = self.llm.invoke(prompt)
        return response.content
