diff --git a/scrapegraphai/graphs/csv_scraper_multi_graph.py b/scrapegraphai/graphs/csv_scraper_multi_graph.py
index da2e2a81..a7df9fd0 100644
--- a/scrapegraphai/graphs/csv_scraper_multi_graph.py
+++ b/scrapegraphai/graphs/csv_scraper_multi_graph.py
@@ -2,6 +2,7 @@
 CSVScraperMultiGraph Module
 """
 
+from copy import deepcopy
 from typing import List, Optional
 from pydantic import BaseModel
 from .base_graph import BaseGraph
@@ -48,6 +49,8 @@ class CSVScraperMultiGraph(AbstractGraph):
 
         self.copy_config = safe_deepcopy(config)
 
+        self.copy_schema = deepcopy(schema)
+
         super().__init__(prompt, config, source, schema)
 
     def _create_graph(self) -> BaseGraph:
@@ -58,17 +61,18 @@ class CSVScraperMultiGraph(AbstractGraph):
             BaseGraph: A graph instance representing the web scraping and searching workflow.
         """
 
-        smart_scraper_instance = CSVScraperGraph(
-            prompt="",
-            source="",
-            config=self.copy_config,
-        )
+        # smart_scraper_instance = CSVScraperGraph(
+        #     prompt="",
+        #     source="",
+        #     config=self.copy_config,
+        # )
 
         graph_iterator_node = GraphIteratorNode(
             input="user_prompt & jsons",
             output=["results"],
             node_config={
-                "graph_instance": smart_scraper_instance,
+                "graph_instance": CSVScraperGraph,
+                "scraper_config": self.copy_config,
             }
         )
 
@@ -77,7 +81,7 @@ class CSVScraperMultiGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/json_scraper_multi_graph.py b/scrapegraphai/graphs/json_scraper_multi_graph.py
index e008325c..eaf5c007 100644
--- a/scrapegraphai/graphs/json_scraper_multi_graph.py
+++ b/scrapegraphai/graphs/json_scraper_multi_graph.py
@@ -61,19 +61,21 @@ class JSONScraperMultiGraph(AbstractGraph):
             BaseGraph: A graph instance representing the web scraping and searching workflow.
         """
 
-        smart_scraper_instance = JSONScraperGraph(
-            prompt="",
-            source="",
-            config=self.copy_config,
-            schema=self.copy_schema
-        )
+        # smart_scraper_instance = JSONScraperGraph(
+        #     prompt="",
+        #     source="",
+        #     config=self.copy_config,
+        #     schema=self.copy_schema
+        # )
 
         graph_iterator_node = GraphIteratorNode(
             input="user_prompt & jsons",
             output=["results"],
             node_config={
-                "graph_instance": smart_scraper_instance,
-            }
+                "graph_instance": JSONScraperGraph,
+                "scraper_config": self.copy_config,
+            },
+            schema=self.copy_schema
         )
 
         merge_answers_node = MergeAnswersNode(
@@ -81,7 +83,7 @@ class JSONScraperMultiGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/markdown_scraper_multi_graph.py b/scrapegraphai/graphs/markdown_scraper_multi_graph.py
index bdbcc5c1..32e0464b 100644
--- a/scrapegraphai/graphs/markdown_scraper_multi_graph.py
+++ b/scrapegraphai/graphs/markdown_scraper_multi_graph.py
@@ -55,20 +55,22 @@ class MDScraperMultiGraph(AbstractGraph):
         Returns:
             BaseGraph: A graph instance representing the web scraping and searching workflow.
         """
-        smart_scraper_instance = MDScraperGraph(
-            prompt="",
-            source="",
-            config=self.copy_config,
-            schema=self.copy_schema
-        )
+        # smart_scraper_instance = MDScraperGraph(
+        #     prompt="",
+        #     source="",
+        #     config=self.copy_config,
+        #     schema=self.copy_schema
+        # )
 
         # Define the graph nodes
         graph_iterator_node = GraphIteratorNode(
             input="user_prompt & jsons",
             output=["results"],
             node_config={
-                "graph_instance": smart_scraper_instance,
-            }
+                "graph_instance": MDScraperGraph,
+                "scraper_config": self.copy_config,
+            },
+            schema=self.copy_schema
         )
 
         merge_answers_node = MergeAnswersNode(
@@ -76,7 +78,7 @@ class MDScraperMultiGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/omni_search_graph.py b/scrapegraphai/graphs/omni_search_graph.py
index 669e2df8..4cabd18d 100644
--- a/scrapegraphai/graphs/omni_search_graph.py
+++ b/scrapegraphai/graphs/omni_search_graph.py
@@ -92,7 +92,7 @@ class OmniSearchGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/pdf_scraper_multi_graph.py b/scrapegraphai/graphs/pdf_scraper_multi_graph.py
index 9551dc90..801db131 100644
--- a/scrapegraphai/graphs/pdf_scraper_multi_graph.py
+++ b/scrapegraphai/graphs/pdf_scraper_multi_graph.py
@@ -59,19 +59,21 @@ class PdfScraperMultiGraph(AbstractGraph):
             BaseGraph: A graph instance representing the web scraping and searching workflow.
         """
 
-        pdf_scraper_instance = PDFScraperGraph(
-            prompt="",
-            source="",
-            config=self.copy_config,
-            schema=self.copy_schema
-        )
+        # pdf_scraper_instance = PDFScraperGraph(
+        #     prompt="",
+        #     source="",
+        #     config=self.copy_config,
+        #     schema=self.copy_schema
+        # )
 
         graph_iterator_node = GraphIteratorNode(
             input="user_prompt & pdfs",
             output=["results"],
             node_config={
-                "graph_instance": pdf_scraper_instance,
-            }
+                "graph_instance": PDFScraperGraph,
+                "scraper_config": self.copy_config,
+            },
+            schema=self.copy_schema
         )
 
         merge_answers_node = MergeAnswersNode(
@@ -79,7 +81,7 @@ class PdfScraperMultiGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/search_graph.py b/scrapegraphai/graphs/search_graph.py
index 461dc80c..aa423046 100644
--- a/scrapegraphai/graphs/search_graph.py
+++ b/scrapegraphai/graphs/search_graph.py
@@ -93,7 +93,7 @@ class SearchGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/smart_scraper_multi_graph.py b/scrapegraphai/graphs/smart_scraper_multi_graph.py
index b44a01de..be81fab4 100644
--- a/scrapegraphai/graphs/smart_scraper_multi_graph.py
+++ b/scrapegraphai/graphs/smart_scraper_multi_graph.py
@@ -61,19 +61,21 @@ class SmartScraperMultiGraph(AbstractGraph):
             BaseGraph: A graph instance representing the web scraping and searching workflow.
         """
 
-        smart_scraper_instance = SmartScraperGraph(
-            prompt="",
-            source="",
-            config=self.copy_config,
-            schema=self.copy_schema
-        )
+        # smart_scraper_instance = SmartScraperGraph(
+        #     prompt="",
+        #     source="",
+        #     config=self.copy_config,
+        #     schema=self.copy_schema
+        # )
 
         graph_iterator_node = GraphIteratorNode(
             input="user_prompt & urls",
             output=["results"],
             node_config={
-                "graph_instance": smart_scraper_instance,
-            }
+                "graph_instance": SmartScraperGraph,
+                "scraper_config": self.copy_config,
+            },
+            schema=self.copy_schema
         )
 
         merge_answers_node = MergeAnswersNode(
@@ -81,7 +83,7 @@ class SmartScraperMultiGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )
 
diff --git a/scrapegraphai/graphs/xml_scraper_multi_graph.py b/scrapegraphai/graphs/xml_scraper_multi_graph.py
index 6eba69b4..3ff79fad 100644
--- a/scrapegraphai/graphs/xml_scraper_multi_graph.py
+++ b/scrapegraphai/graphs/xml_scraper_multi_graph.py
@@ -59,19 +59,21 @@ class XMLScraperMultiGraph(AbstractGraph):
             BaseGraph: A graph instance representing the web scraping and searching workflow.
         """
 
-        smart_scraper_instance = XMLScraperGraph(
-            prompt="",
-            source="",
-            config=self.copy_config,
-            schema=self.copy_schema
-        )
+        # smart_scraper_instance = XMLScraperGraph(
+        #     prompt="",
+        #     source="",
+        #     config=self.copy_config,
+        #     schema=self.copy_schema
+        # )
 
         graph_iterator_node = GraphIteratorNode(
             input="user_prompt & jsons",
             output=["results"],
             node_config={
-                "graph_instance": smart_scraper_instance,
-            }
+                "graph_instance": XMLScraperGraph,
+                "scaper_config": self.copy_config,
+            },
+            schema=self.copy_schema
         )
 
         merge_answers_node = MergeAnswersNode(
@@ -79,7 +81,7 @@ class XMLScraperMultiGraph(AbstractGraph):
             output=["answer"],
             node_config={
                 "llm_model": self.llm_model,
-                "schema": self.schema
+                "schema": self.copy_schema
             }
         )