diff --git a/workers/fund_public_goods/lib/strategy/utils/fetch_matching_projects.py b/workers/fund_public_goods/lib/strategy/utils/fetch_matching_projects.py
index e8d597b..709327c 100644
--- a/workers/fund_public_goods/lib/strategy/utils/fetch_matching_projects.py
+++ b/workers/fund_public_goods/lib/strategy/utils/fetch_matching_projects.py
@@ -1,13 +1,8 @@
 from fund_public_goods.db.entities import Projects
-from fund_public_goods.db.tables.projects import get_projects_by_ids
 from fund_public_goods.lib.strategy.models.answer import Answer
 from fund_public_goods.lib.strategy.utils.get_top_matching_projects import get_top_matching_projects
 
 
 def fetch_matching_projects(prompt: str) -> list[tuple[Projects, list[Answer]]]:
     matching_projects = get_top_matching_projects(prompt)[:10]
-    matched_ids = [p.id for p in matching_projects]
-
-    matching_projects_with_answers = get_projects_by_ids(matched_ids)
-    
-    return matching_projects_with_answers
\ No newline at end of file
+    return matching_projects
\ No newline at end of file
diff --git a/workers/fund_public_goods/lib/strategy/utils/get_top_matching_projects.py b/workers/fund_public_goods/lib/strategy/utils/get_top_matching_projects.py
index c94c9b8..18a926c 100644
--- a/workers/fund_public_goods/lib/strategy/utils/get_top_matching_projects.py
+++ b/workers/fund_public_goods/lib/strategy/utils/get_top_matching_projects.py
@@ -37,10 +37,10 @@
 Projects: {projects}
 """
 
-def rerank_top_projects(prompt: str, projects: list[Projects]) -> list[Projects]:
+def rerank_top_projects(prompt: str, projects: list[tuple[Projects, list[Answer]]]) -> list[tuple[Projects, list[Answer]]]:
     separator = "\n-----\n"
     formatted_projects = separator.join([
-        f"ID: {i} - Description: {projects[i].description}\n"
+        f"ID: {i} - Description: {projects[i][0].description}\n"
         for i in range(len(projects))
     ])
     formatted_prompt = reranking_prompt_template.format(prompt=prompt, separator=separator, projects=formatted_projects)
@@ -56,7 +56,7 @@ def rerank_top_projects(prompt: str, projects: list[Projects]) -> list[Projects]
     raw_response = str(response.choices[0].message.content)
     json_response = json.loads(raw_response)
     top_ids = json_response['project_ids']
-    reranked_projects: list[Projects] = []
+    reranked_projects: list[tuple[Projects, list[Answer]]] = []
 
     for i in range(len(top_ids)):
         id = top_ids[i]
@@ -82,7 +82,7 @@ def remove_duplicates_and_preserve_order(lst: list[str]) -> list[str]:
     return result
 
 
-def get_top_matching_projects(prompt: str) -> list[Projects]:
+def get_top_matching_projects(prompt: str) -> list[tuple[Projects, list[Answer]]]:
     env = load_env()
     vectorstore = Pinecone(
         index_name=env.pinecone_index,
@@ -99,6 +99,6 @@ def get_top_matching_projects(prompt: str) -> list[Projects]:
     
     matched_projects: list[tuple[Projects, list[Answer]]] = get_projects_by_ids(total_unique_ids[:target_unique_ids])
     
-    reranked_projects = rerank_top_projects(prompt=prompt, projects=[p for (p, _) in matched_projects])
+    reranked_projects = rerank_top_projects(prompt=prompt, projects=matched_projects)
     
     return reranked_projects
\ No newline at end of file