reduces the load on the system

response = func(*args, **kwargs) redis_client.set(key, response, ex=ttl) return response return wrapper return decorator # Define a function to generate LLM responses @c…

5. **Handle Exceptions**: - The `try-except` block is used to handle exceptions that may occur during the API request, such as network issues or HTTP errors. ### Example Output ```sh {'id': '12345', 'profile': {'firstName': 'John', 'la…

By following these strategies and using the provided code example, you can effectively integrate vector search with approximate nearest neighbors to achieve better search results and performance. If you have any specific questions or need f…

query = 'SELECT * FROM table' results = query_database(query) print(results) ``` Can you review this code and suggest any improvements? I want to make sure it's efficient and scalable. ->-> 1,8 [Turn 7911] Assistant: Certainly! To reduce t…

self.access_count += 1 # Handle high access volume if self.access_count > 25000: print("High access volume detected") else: print("Normal access volume") retu…

def apply_contextual_expansion(self, query): for context, expansion in self.contextual_expansions.items(): query = re.sub(r'\b' + re.escape(context) + r'\b', expansion, query) return query def process_qu…