Create websearch.py

websearch.py

@@ -0,0 +1,35 @@
+import os
+
+# Real-time web search using SerpAPI (Optional)
+try:
+    from serpapi import GoogleSearch
+    SERP_API_KEY = os.environ.get("SERPAPI_API_KEY", "your-serpapi-key")  # Add via HF secrets
+    serpapi_available = True
+except:
+    serpapi_available = False
+
+# 🔎 Get online info for query
+def web_search(query):
+    if serpapi_available and SERP_API_KEY != "your-serpapi-key":
+        params = {
+            "q": query,
+            "api_key": SERP_API_KEY,
+            "num": 3,
+        }
+        search = GoogleSearch(params)
+        results = search.get_dict()
+        snippets = []
+
+        for result in results.get("organic_results", []):
+            snippet = result.get("snippet")
+            if snippet:
+                snippets.append(snippet)
+
+        return "\n".join(snippets[:3])
+    else:
+        # Simulated fallback for Hugging Face or offline use
+        return (
+            "Recent market reports show increased volatility in tech sector.\n"
+            "Analysts predict weak Q3 earnings due to supply chain issues.\n"
+            "Risk models suggest lowering exposure to tech-heavy portfolios."
+        )