diff --git a/cognee/infrastructure/llm/generic_llm_api/adapter.py b/cognee/infrastructure/llm/generic_llm_api/adapter.py
index 07085c076..228dd3a8e 100644
--- a/cognee/infrastructure/llm/generic_llm_api/adapter.py
+++ b/cognee/infrastructure/llm/generic_llm_api/adapter.py
@@ -40,8 +40,7 @@ class GenericAPIAdapter(LLMInterface):
             messages=[
                 {
                     "role": "user",
-                    "content": f"""Use the given format to
-                extract information from the following input: {text_input}. """,
+                    "content": f"""{text_input}""",
                 },
                 {
                     "role": "system",
diff --git a/cognee/infrastructure/llm/ollama/adapter.py b/cognee/infrastructure/llm/ollama/adapter.py
index 275e59313..4c57a8ed1 100644
--- a/cognee/infrastructure/llm/ollama/adapter.py
+++ b/cognee/infrastructure/llm/ollama/adapter.py
@@ -39,7 +39,7 @@ class OllamaAPIAdapter(LLMInterface):
             messages=[
                 {
                     "role": "user",
-                    "content": f"Use the given format to extract information from the following input: {text_input}",
+                    "content": f"{text_input}",
                 },
                 {
                     "role": "system",
diff --git a/cognee/infrastructure/llm/openai/adapter.py b/cognee/infrastructure/llm/openai/adapter.py
index 4a135c1cc..705f01815 100644
--- a/cognee/infrastructure/llm/openai/adapter.py
+++ b/cognee/infrastructure/llm/openai/adapter.py
@@ -63,8 +63,7 @@ class OpenAIAdapter(LLMInterface):
             messages=[
                 {
                     "role": "user",
-                    "content": f"""Use the given format to
-                extract information from the following input: {text_input}. """,
+                    "content": f"""{text_input}""",
                 },
                 {
                     "role": "system",
@@ -91,8 +90,7 @@ class OpenAIAdapter(LLMInterface):
             messages=[
                 {
                     "role": "user",
-                    "content": f"""Use the given format to
-                extract information from the following input: {text_input}. """,
+                    "content": f"""{text_input}""",
                 },
                 {
                     "role": "system",