import logging from duckduckgo_search import DDGS logger = logging.getLogger("ONYX") class WebIntelligenceEngine: def __init__(self): self.max_results = 5 # ========================= # WEB SEARCH # ========================= def search(self, query): try: results = [] with DDGS() as ddgs: search_results = ddgs.text( query, max_results=self.max_results ) for r in search_results: results.append({ "title": r.get("title"), "link": r.get("href"), "snippet": r.get("body") }) logger.info(f"Web search results: {len(results)}") return results except Exception as e: logger.error(f"Web search error: {e}") return [] # ========================= # ANALYZE RESULTS # ========================= def analyze_trend(self, query): results = self.search(query) if not results: return "Aucune information trouvée." analysis = f"Tendances trouvées pour : {query}\n\n" for r in results: title = r.get("title", "") snippet = r.get("snippet", "") analysis += f"- {title}\n" analysis += f" {snippet}\n\n" return analysis