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from typing import Optional
from PIL import Image
import re
class SmartAgent:
def __init__(self):
print("SmartAgent initialized. Supports text, web, image, and video reasoning.")
def search_web(self, query: str) -> str:
# Dummy placeholder: integrate with SerpAPI, Bing, or Hugging Face Tools
print(f"Searching the web for: {query}")
return f"[Web search results for '{query}']"
def explain_image_url(self, url: str) -> str:
# Dummy logic: assume image explanation
print(f"Explaining image URL: {url}")
return f"[Explanation of image at '{url}']"
def explain_video_url(self, url: str) -> str:
# Dummy logic: assume video explanation
print(f"Explaining video URL: {url}")
return f"[Explanation of video at '{url}']"
def answer_complex_question(self, question: str) -> str:
# Dummy placeholder: connect to LLM like OpenAI GPT-4 or similar
print(f"Answering complex question: {question}")
return f"[LLM-generated answer to: '{question}']"
def detect_intent(self, question: str) -> str:
"""Naive intent detection for routing."""
if "http" in question and (".jpg" in question or ".png" in question):
return "image"
elif "http" in question and (".mp4" in question or "youtube.com" in question):
return "video"
elif "search" in question.lower() or "look up" in question.lower():
return "web"
return "complex"
def __call__(self, question: str) -> str:
intent = self.detect_intent(question)
print(f"Detected intent: {intent}")
if intent == "image":
return self.explain_image_url(question)
elif intent == "video":
return self.explain_video_url(question)
elif intent == "web":
return self.search_web(question)
else:
return self.answer_complex_question(question)
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