diff --git a/cognee/infrastructure/llm/structured_output_framework/litellm_instructor/llm/mistral/adapter.py b/cognee/infrastructure/llm/structured_output_framework/litellm_instructor/llm/mistral/adapter.py
index a9cf68d6e..dbf0322b1 100644
--- a/cognee/infrastructure/llm/structured_output_framework/litellm_instructor/llm/mistral/adapter.py
+++ b/cognee/infrastructure/llm/structured_output_framework/litellm_instructor/llm/mistral/adapter.py
@@ -66,23 +66,39 @@ class MistralAdapter(LLMInterface):
         --------
             - BaseModel: An instance of BaseModel containing the structured response.
         """
-        return await self.aclient.chat.completions.create(
-            model=self.model,
-            max_tokens=self.max_completion_tokens,
-            max_retries=5,
-            messages=[
-                {
-                    "role": "system",
-                    "content": system_prompt,
-                },
-                {
-                    "role": "user",
-                    "content": f"""Use the given format to extract information
-            from the following input: {text_input}""",
-                },
-            ],
-            response_model=response_model,
-        )
+        try:
+            messages = [
+                    {
+                        "role": "system",
+                        "content": system_prompt,
+                    },
+                    {
+                        "role": "user",
+                        "content": f"""Use the given format to extract information
+                from the following input: {text_input}""",
+                    },
+                ]
+            try:
+                response = await self.aclient.chat.completions.create(
+                    model=self.model,
+                    max_tokens=self.max_completion_tokens,
+                    max_retries=5,
+                    messages=messages,
+                    response_model=response_model,
+                )
+                if response.choices and response.choices[0].message.content:
+                    content = response.choices[0].message.content
+                    return response_model.model_validate_json(content)
+                else:
+                    raise ValueError("Failed to get valid response after retries")
+            except litellm.exceptions.BadRequestError as e:
+                logger.error(f"Bad request error: {str(e)}")
+                raise ValueError(f"Invalid request: {str(e)}")
+            
+        except JSONSchemaValidationError as e:
+            logger.error(f"Schema validation failed: {str(e)}")
+            logger.debug(f"Raw response: {e.raw_response}")
+            raise ValueError(f"Response failed schema validation: {str(e)}")
 
     def show_prompt(self, text_input: str, system_prompt: str) -> str:
         """
diff --git a/pyproject.toml b/pyproject.toml
index aa5e693c1..0e754914b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ dependencies = [
     "uvicorn>=0.34.0,<1.0.0",
     "gunicorn>=20.1.0,<24",
     "websockets>=15.0.1,<16.0.0",
-    "mistralai>=1.9.10",
+    
 ]
 
 [project.optional-dependencies]
@@ -92,7 +92,7 @@ langchain = [
 llama-index = ["llama-index-core>=0.12.11,<0.13"]
 huggingface = ["transformers>=4.46.3,<5"]
 ollama = ["transformers>=4.46.3,<5"]
-mistral = ["mistral-common>=1.5.2,<2"]
+mistral = ["mistral-common>=1.5.2,<2","mistralai>=1.9.10"]
 anthropic = ["anthropic>=0.27"]
 deepeval = ["deepeval>=3.0.1,<4"]
 posthog = ["posthog>=3.5.0,<4"]