diff --git a/gpt_researcher/skills/context_manager.py b/gpt_researcher/skills/context_manager.py
index 35c5f9a10..7c0380432 100644
--- a/gpt_researcher/skills/context_manager.py
+++ b/gpt_researcher/skills/context_manager.py
@@ -26,7 +26,19 @@ async def get_similar_content_by_query(self, query, pages):
         return await context_compressor.async_get_context(
             query=query, max_results=10, cost_callback=self.researcher.add_costs
         )
-
+        
+    async def get_similar_content_by_query_with_vectorstore(self, query, filter): 
+        if self.researcher.verbose:
+            await stream_output(
+                "logs",
+                "fetching_query_format",
+                f" Getting relevant content based on query: {query}...",
+                self.researcher.websocket,
+                )
+        vectorstore_compressor = VectorstoreCompressor(self.researcher.vector_store, filter)
+        return await vectorstore_compressor.async_get_context(query=query, max_results=8)
+    
+    
     async def get_similar_written_contents_by_draft_section_titles(
         self,
         current_subtopic: str,