someting

app.py

@@ -125,16 +125,24 @@ class BasicAgent:
         return text.strip()
 
     def _generate_answer(self, state: AgentState) -> AgentState:
-        history_text = "\n".join(str(item) for item in state["history"])
+        # Format search results for better LLM consumption
+        search_results = []
+        for item in state["history"]:
+            if item.get("step") == "search" and "results" in item:
+                for i, result in enumerate(item["results"], 1):
+                    search_results.append(f"Result {i}:\n{result}\n")
+        
+        history_text = "\n".join(search_results) if search_results else "No search results found."
+        
         prompt = (
-            f"Answer the user question as directly as possible. If sources were retrieved, incorporate them.\n"
-            f"Question: {state['question']}\n\nContext:\n{history_text}\n\n"
+            f"Answer the user question as directly as possible using the search results below.\n"
+            f"Question: {state['question']}\n\n"
+            f"Search Results:\n{history_text}\n\n"
             "Give ONLY the final answer without extra formatting or explanation.\n"
-            "Put your answer in a box using [box] and [/box] tags.\n"
-            "If you cannot find a definitive answer, say 'I cannot find a definitive answer to this question.'"
+            "If you cannot find a definitive answer in the search results, say 'I cannot find a definitive answer to this question.'"
         )
         answer = self._call_llm(prompt, max_tokens=150)
-        state["final_answer"] = self._extract_boxed_answer(answer)
+        state["final_answer"] = answer.strip()
         state["history"].append({"step": "answer", "output": answer})
         state["logs"]["final_answer"] = {"prompt": prompt, "response": answer}
         state["current_step"] = "done"

tools.py

@@ -17,9 +17,10 @@ def _raw_search(query: str, max_results: int = 5) -> List[str]:
     out = []
     for r in raw:
         try:
-            title = r.get("title", "")
-            link  = r.get("href") or r.get("link", "")
-            out.append(f"{title} – {link}")
+            title   = r.get("title", "")
+            link    = r.get("href") or r.get("link", "")
+            snippet = r.get("body") or r.get("snippet", "")
+            out.append(f"{title} – {link}\n{snippet}")
         except Exception:
             pass
     return out