feat: integrate Tavily search (#340)

* feat: integrate Tavily search

* fix: set include_raw_content to false in Tavily search as wealready get relevant data inside content

* refactor: update Go type declarations to `any`, apply formatting fixes.

pkg/tools/web_test.go

@@ -333,3 +333,75 @@ func TestWebTool_WebFetch_MissingDomain(t *testing.T) {
 		t.Errorf("Expected domain error message, got ForLLM: %s", result.ForLLM)
 	}
 }
+
+// TestWebTool_TavilySearch_Success verifies successful Tavily search
+func TestWebTool_TavilySearch_Success(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.Method != "POST" {
+			t.Errorf("Expected POST request, got %s", r.Method)
+		}
+		if r.Header.Get("Content-Type") != "application/json" {
+			t.Errorf("Expected Content-Type application/json, got %s", r.Header.Get("Content-Type"))
+		}
+
+		// Verify payload
+		var payload map[string]any
+		json.NewDecoder(r.Body).Decode(&payload)
+		if payload["api_key"] != "test-key" {
+			t.Errorf("Expected api_key test-key, got %v", payload["api_key"])
+		}
+		if payload["query"] != "test query" {
+			t.Errorf("Expected query 'test query', got %v", payload["query"])
+		}
+
+		// Return mock response
+		response := map[string]any{
+			"results": []map[string]any{
+				{
+					"title":   "Test Result 1",
+					"url":     "https://example.com/1",
+					"content": "Content for result 1",
+				},
+				{
+					"title":   "Test Result 2",
+					"url":     "https://example.com/2",
+					"content": "Content for result 2",
+				},
+			},
+		}
+		w.Header().Set("Content-Type", "application/json")
+		w.WriteHeader(http.StatusOK)
+		json.NewEncoder(w).Encode(response)
+	}))
+	defer server.Close()
+
+	tool := NewWebSearchTool(WebSearchToolOptions{
+		TavilyEnabled:    true,
+		TavilyAPIKey:     "test-key",
+		TavilyBaseURL:    server.URL,
+		TavilyMaxResults: 5,
+	})
+
+	ctx := context.Background()
+	args := map[string]any{
+		"query": "test query",
+	}
+
+	result := tool.Execute(ctx, args)
+
+	// Success should not be an error
+	if result.IsError {
+		t.Errorf("Expected success, got IsError=true: %s", result.ForLLM)
+	}
+
+	// ForUser should contain result titles and URLs
+	if !strings.Contains(result.ForUser, "Test Result 1") ||
+		!strings.Contains(result.ForUser, "https://example.com/1") {
+		t.Errorf("Expected results in output, got: %s", result.ForUser)
+	}
+
+	// Should mention via Tavily
+	if !strings.Contains(result.ForUser, "via Tavily") {
+		t.Errorf("Expected 'via Tavily' in output, got: %s", result.ForUser)
+	}
+}