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100
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3
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edab9c32-af34-4d8d-bb91-e5b88ad83e83 | How do I implement merge sort in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I implement merge sort in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
be0bd295-36b2-4155-ab68-6d68ae51c274 | How do I implement a stack using arrays in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I implement a stack using arrays in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
349d3bcd-662d-4a48-a5df-a5a38bb9037a | Can you explain recursion with a non-programming example? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Can you explain recursion with a non-programming example?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
afef2b20-d8fc-459e-af7f-f491297ff15e | What is the time complexity of merge sort? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What is the time complexity of merge sort?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
bcff6f11-d54d-4f25-9675-9771225e79fd | How do I perform string interpolation in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I perform string interpolation in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
60e569b5-d26e-4d2e-bbaa-c3907e8b7925 | Explain the concept of boxing and unboxing in C#. | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the concept of boxing and unboxing in C#."
},
{
"from": "gpt",
"value": "Moderate"
}
] |
d7af9097-651f-462c-98ac-5c074660ffaf | How do I create and use an enum in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I create and use an enum in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
81cda4bc-609b-4bde-81c6-a7b36c6735f7 | How do I handle JSON serialization in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I handle JSON serialization in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
90910a33-de2a-4b51-a76b-d01147ff220e | Explain the difference between value types and reference types in C#. | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the difference between value types and reference types in C#."
},
{
"from": "gpt",
"value": "Moderate"
}
] |
069611da-5df4-47a6-a460-9551c15ef689 | How do I implement a binary tree in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I implement a binary tree in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
848a5296-22d7-47e4-9b01-74f849c81531 | What is the purpose of the using statement in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What is the purpose of the using statement in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
8bfbdb1d-6b86-4118-9172-ff9cf795b738 | How do I write a unit test using NUnit in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I write a unit test using NUnit in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
01a3f303-5f04-4d14-8113-f7f2becf0a81 | What are extension methods in C# and how are they used? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What are extension methods in C# and how are they used?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
bc19ba9c-844c-470a-9d99-146e5736f9e5 | How do I filter a list using LINQ in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I filter a list using LINQ in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
01f3d89a-a732-4fe4-9f83-5917afd44581 | Explain deferred execution in LINQ. | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain deferred execution in LINQ."
},
{
"from": "gpt",
"value": "Moderate"
}
] |
1c945073-287f-4058-9a0f-56585b125496 | How do I implement asynchronous file reading in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I implement asynchronous file reading in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
a62f355e-a4a8-4f7c-8236-d1d3915d45c6 | What is the difference between Task and Thread in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What is the difference between Task and Thread in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
e8b39c26-853b-423c-81f7-93c0ef08500c | How do I perform asynchronous I/O operations in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I perform asynchronous I/O operations in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
3106944a-d92d-4524-ab17-358e8599bd53 | Explain covariance and contravariance in C# generics. | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain covariance and contravariance in C# generics."
},
{
"from": "gpt",
"value": "Moderate"
}
] |
aba2493a-3fc0-4f90-a8aa-5135faf9540e | How do I create a read-only collection in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I create a read-only collection in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
8e15e3d0-01af-4ed4-81bf-23f59bb653e6 | What is the purpose of the 'var' keyword in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What is the purpose of the 'var' keyword in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
f021bab7-a7c3-4710-be5d-75208819aa8f | How do I copy a list in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I copy a list in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
4b2b38ec-f508-449f-8b9f-25ca69084411 | Explain the concept of lazy loading in .NET. | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the concept of lazy loading in .NET."
},
{
"from": "gpt",
"value": "Moderate"
}
] |
f0fc9335-58b9-4cfa-89f2-bdd84fdd47f3 | How do I implement a circular queue in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do I implement a circular queue in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
cf96e926-8341-4b5c-8426-6d91ae9120d3 | What is the use of the 'dynamic' keyword in C#? | Moderate | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What is the use of the 'dynamic' keyword in C#?"
},
{
"from": "gpt",
"value": "Moderate"
}
] |
5f1b0a15-3412-435a-b5ad-56ceec8e69a3 | Design a system to handle real-time stock trading with high concurrency | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a system to handle real-time stock trading with high concurrency"
},
{
"from": "gpt",
"value": "Complex"
}
] |
50a96998-ff4f-4cb5-9e50-7ddaa2bc3289 | Implement a caching layer for a distributed application | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a caching layer for a distributed application"
},
{
"from": "gpt",
"value": "Complex"
}
] |
0ba5fc84-0fe0-424a-93c3-908d8756910f | How to build a recommendation system using collaborative filtering | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How to build a recommendation system using collaborative filtering"
},
{
"from": "gpt",
"value": "Complex"
}
] |
cfd894f9-57e9-42b3-b126-4c46c1c12529 | Write a C# function to parse and evaluate arithmetic expressions | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Write a C# function to parse and evaluate arithmetic expressions"
},
{
"from": "gpt",
"value": "Complex"
}
] |
83b46bb6-d620-4010-99f6-3ba19a0a6114 | Explain how garbage collection works in .NET | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain how garbage collection works in .NET"
},
{
"from": "gpt",
"value": "Complex"
}
] |
a2c8d43c-3f33-43e4-9534-5059293c484b | How do you implement thread synchronization in a multi-threaded environment | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you implement thread synchronization in a multi-threaded environment"
},
{
"from": "gpt",
"value": "Complex"
}
] |
cd45a416-97eb-4a08-b3bb-fd367238a097 | Design an algorithm to detect cycles in a graph | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an algorithm to detect cycles in a graph"
},
{
"from": "gpt",
"value": "Complex"
}
] |
d4cb7075-86e3-41a8-b2ef-d01cd1bd3a77 | How do you optimize database queries in a high-load system | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you optimize database queries in a high-load system"
},
{
"from": "gpt",
"value": "Complex"
}
] |
27c7ad6d-1f1a-478b-ba44-beac84bcd04c | Explain the differences between NoSQL and SQL databases in terms of performance | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the differences between NoSQL and SQL databases in terms of performance"
},
{
"from": "gpt",
"value": "Complex"
}
] |
c5376f49-6415-4855-b931-d0f7a230aa35 | Implement a custom memory allocator in C# | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a custom memory allocator in C#"
},
{
"from": "gpt",
"value": "Complex"
}
] |
740ca056-e4f2-4a20-9fcb-2aedb3688eb6 | Design an event-driven microservices architecture | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an event-driven microservices architecture"
},
{
"from": "gpt",
"value": "Complex"
}
] |
730dbdad-4e69-470d-8bf2-35f047b5bcbd | How do you perform load balancing in a cloud environment | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you perform load balancing in a cloud environment"
},
{
"from": "gpt",
"value": "Complex"
}
] |
d4eb9863-bc8d-4ba2-9539-c470f5073635 | What are the trade-offs of using distributed systems | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "What are the trade-offs of using distributed systems"
},
{
"from": "gpt",
"value": "Complex"
}
] |
f6e24806-d8cc-4177-a252-9f6f337f7463 | Implement a multi-threaded producer consumer queue in C# | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a multi-threaded producer consumer queue in C#"
},
{
"from": "gpt",
"value": "Complex"
}
] |
82115d27-4167-4034-a572-eeb501ded6ac | Design a scalable chat application with real-time updates | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a scalable chat application with real-time updates"
},
{
"from": "gpt",
"value": "Complex"
}
] |
2c92036b-7575-4eb0-8a62-e39dee7000b4 | How do you secure an API endpoint in .NET | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you secure an API endpoint in .NET"
},
{
"from": "gpt",
"value": "Complex"
}
] |
d4dd98c2-cfb4-4b21-9edf-0754454b9fb9 | Explain how asynchronous programming improves performance | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain how asynchronous programming improves performance"
},
{
"from": "gpt",
"value": "Complex"
}
] |
9fb32f19-eaaf-49fa-a33f-65bb71a812a2 | Design an algorithm to merge k sorted lists | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an algorithm to merge k sorted lists"
},
{
"from": "gpt",
"value": "Complex"
}
] |
9a506bb6-cd51-4a05-b92b-db61b804a873 | How do you handle memory leaks in a .NET application | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you handle memory leaks in a .NET application"
},
{
"from": "gpt",
"value": "Complex"
}
] |
b0f09a96-b286-4682-a26f-1a3fbbb73221 | Implement a plugin architecture for a desktop application | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a plugin architecture for a desktop application"
},
{
"from": "gpt",
"value": "Complex"
}
] |
78c9a9c5-1e49-4538-b0f2-de151fdabbde | Design a system for processing real-time sensor data | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a system for processing real-time sensor data"
},
{
"from": "gpt",
"value": "Complex"
}
] |
55df54a6-8b25-4179-9a1c-80ab9da3edcf | Explain the use of reactive programming in .NET | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the use of reactive programming in .NET"
},
{
"from": "gpt",
"value": "Complex"
}
] |
33acf629-18f2-4bf7-aa9b-966678d1938a | How do you build a search engine index | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you build a search engine index"
},
{
"from": "gpt",
"value": "Complex"
}
] |
82a92599-107b-4960-b89b-604879571e03 | Implement a RESTful API with token-based authentication | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a RESTful API with token-based authentication"
},
{
"from": "gpt",
"value": "Complex"
}
] |
4879e3d3-3afc-4e62-a165-7785612893cc | Design a database schema for an e-commerce platform | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a database schema for an e-commerce platform"
},
{
"from": "gpt",
"value": "Complex"
}
] |
ac2fcb1c-9085-41fc-9433-d06f9e93edf4 | How do you implement a circuit breaker pattern | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you implement a circuit breaker pattern"
},
{
"from": "gpt",
"value": "Complex"
}
] |
fe22010e-835c-4338-8919-015d4a678ca3 | Explain the actor model in concurrent programming | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the actor model in concurrent programming"
},
{
"from": "gpt",
"value": "Complex"
}
] |
ec0b002f-82e9-427b-89ab-ef37f08b71f1 | Design an order matching engine for a trading platform | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an order matching engine for a trading platform"
},
{
"from": "gpt",
"value": "Complex"
}
] |
fb756fd3-1537-4499-aa41-1dea944491ce | How do you perform fault tolerance in distributed systems | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you perform fault tolerance in distributed systems"
},
{
"from": "gpt",
"value": "Complex"
}
] |
baa04f20-766e-4260-9f1f-4599837e0499 | Implement a rate limiter in C# | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a rate limiter in C#"
},
{
"from": "gpt",
"value": "Complex"
}
] |
9dbc6285-fe77-4c64-9283-814b7155d0dd | Design an IoT solution for smart home devices | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an IoT solution for smart home devices"
},
{
"from": "gpt",
"value": "Complex"
}
] |
9c957fe7-2bdb-429f-b89f-f9426d3e45d3 | Explain how to use message queues for decoupling services | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain how to use message queues for decoupling services"
},
{
"from": "gpt",
"value": "Complex"
}
] |
ca957cde-6351-4615-a0c0-9357a35fe975 | How do you build a recommendation engine for movies | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you build a recommendation engine for movies"
},
{
"from": "gpt",
"value": "Complex"
}
] |
5825690b-d1f5-4935-8a1d-3e960eefd66a | Design a workflow engine to manage business processes | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a workflow engine to manage business processes"
},
{
"from": "gpt",
"value": "Complex"
}
] |
691bf468-f127-47ea-a116-007933069354 | How do you implement a distributed cache | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you implement a distributed cache"
},
{
"from": "gpt",
"value": "Complex"
}
] |
4b7bc585-3909-45bc-a141-a46e09c15d84 | Explain the benefits of using microservices | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the benefits of using microservices"
},
{
"from": "gpt",
"value": "Complex"
}
] |
82ca695c-4647-4f3e-90be-ae01193902a6 | Design a system to handle millions of transactions per second | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a system to handle millions of transactions per second"
},
{
"from": "gpt",
"value": "Complex"
}
] |
f66048df-8682-43b5-ab47-a163d496bf95 | Implement a binary tree traversal algorithm recursively | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a binary tree traversal algorithm recursively"
},
{
"from": "gpt",
"value": "Complex"
}
] |
4e5b4049-a775-49fa-9a90-e6c2951a596c | How do you secure data in transit and at rest | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you secure data in transit and at rest"
},
{
"from": "gpt",
"value": "Complex"
}
] |
318f69ce-2fb4-4345-b5be-2a2ff0505ef5 | Design a distributed logging system | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a distributed logging system"
},
{
"from": "gpt",
"value": "Complex"
}
] |
fa73a360-bf34-4086-bb73-36b3dd0d6f46 | Implement a web scraper that handles JavaScript | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a web scraper that handles JavaScript"
},
{
"from": "gpt",
"value": "Complex"
}
] |
42ec1ed4-1e4b-44e5-a523-b46a19632153 | How do you design an API gateway | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you design an API gateway"
},
{
"from": "gpt",
"value": "Complex"
}
] |
fce18d44-b2f1-48a7-bcf9-674682d53d06 | Explain the principles of event sourcing | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain the principles of event sourcing"
},
{
"from": "gpt",
"value": "Complex"
}
] |
682740e8-d637-4de0-90d9-0056006cfb9b | Design a fraud detection system using machine learning | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a fraud detection system using machine learning"
},
{
"from": "gpt",
"value": "Complex"
}
] |
4226c0a2-90fb-4fef-a5a9-d2e063940fd7 | How do you manage state in a distributed application | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you manage state in a distributed application"
},
{
"from": "gpt",
"value": "Complex"
}
] |
ed70298f-6fce-41e9-bf95-424a88bf5562 | Implement a file synchronization tool | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a file synchronization tool"
},
{
"from": "gpt",
"value": "Complex"
}
] |
ddd00f15-604c-4c20-87ec-d4b6c5cd1122 | Design an algorithm to detect anomalies in data streams | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an algorithm to detect anomalies in data streams"
},
{
"from": "gpt",
"value": "Complex"
}
] |
1c101122-be57-4f13-acab-e331f88589c3 | How do you implement dependency injection from scratch | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you implement dependency injection from scratch"
},
{
"from": "gpt",
"value": "Complex"
}
] |
8193b0f2-8813-46c2-a6ab-23763a415db2 | Explain how to optimize an ORM for performance | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Explain how to optimize an ORM for performance"
},
{
"from": "gpt",
"value": "Complex"
}
] |
a559a912-69e0-4a59-b7fd-b11749a38ce8 | Design a scalable solution for processing video streams | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a scalable solution for processing video streams"
},
{
"from": "gpt",
"value": "Complex"
}
] |
7981bd57-6b07-4792-9300-85d0f1d3aeab | Design a load testing framework for high-traffic applications | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a load testing framework for high-traffic applications"
},
{
"from": "gpt",
"value": "Complex"
}
] |
e3663630-235a-41bf-8e89-16dc99e5dc1b | Implement a real-time analytics dashboard for streaming data | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a real-time analytics dashboard for streaming data"
},
{
"from": "gpt",
"value": "Complex"
}
] |
54ecfa7a-37b3-435f-803e-999beb361251 | Design a fault-tolerant distributed cache system | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a fault-tolerant distributed cache system"
},
{
"from": "gpt",
"value": "Complex"
}
] |
53ac1dd5-e82f-49dc-b371-67b5fe1f95ba | Implement a microservices-based notification system | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a microservices-based notification system"
},
{
"from": "gpt",
"value": "Complex"
}
] |
1d988b68-4f07-49a9-ad73-3f7db2f0fef1 | Design an API rate limiting system for a large-scale service | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an API rate limiting system for a large-scale service"
},
{
"from": "gpt",
"value": "Complex"
}
] |
b8442386-f6a4-4369-b6da-cf17d7daee21 | How do you ensure data consistency in a distributed database? | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you ensure data consistency in a distributed database?"
},
{
"from": "gpt",
"value": "Complex"
}
] |
70bf213c-d87e-49f0-ac9e-973b78782846 | Design a system for real-time fraud detection in transactions | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a system for real-time fraud detection in transactions"
},
{
"from": "gpt",
"value": "Complex"
}
] |
50e03008-e0a9-419f-8234-523563c4db58 | Implement a scalable message broadcasting service | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a scalable message broadcasting service"
},
{
"from": "gpt",
"value": "Complex"
}
] |
04bb6ed3-0f55-44e9-a2cb-38282316dd89 | How do you architect a multi-region cloud application? | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you architect a multi-region cloud application?"
},
{
"from": "gpt",
"value": "Complex"
}
] |
b298ff9e-4a88-4013-8273-baf529b6bb58 | Design a real-time collaboration tool for document editing | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a real-time collaboration tool for document editing"
},
{
"from": "gpt",
"value": "Complex"
}
] |
47499792-990f-429a-ba9b-a4c0132083f1 | Implement a service discovery mechanism for microservices | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a service discovery mechanism for microservices"
},
{
"from": "gpt",
"value": "Complex"
}
] |
e73be385-7330-45e1-8437-9307425f3b2b | Design a secure payment processing system | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a secure payment processing system"
},
{
"from": "gpt",
"value": "Complex"
}
] |
a747f28e-e0e4-40e2-a6dd-fc68da0378be | How do you build a scalable logging and monitoring platform? | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you build a scalable logging and monitoring platform?"
},
{
"from": "gpt",
"value": "Complex"
}
] |
29ff0e2f-4aaa-4093-a9c0-1a0d13b041a2 | Design an auto-scaling system for containerized applications | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an auto-scaling system for containerized applications"
},
{
"from": "gpt",
"value": "Complex"
}
] |
0af7e5b7-a82f-42ef-a9fa-aa6b3f4d8e6c | Implement a distributed job scheduling system | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a distributed job scheduling system"
},
{
"from": "gpt",
"value": "Complex"
}
] |
14126049-7051-4df9-b168-c1e0e4c5b6d1 | How do you design a robust backup and recovery system for databases? | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you design a robust backup and recovery system for databases?"
},
{
"from": "gpt",
"value": "Complex"
}
] |
38921b61-7eaa-432c-8e32-a1e706dc2aac | Design a system to monitor and alert on system health metrics | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a system to monitor and alert on system health metrics"
},
{
"from": "gpt",
"value": "Complex"
}
] |
ed5abdad-caca-435c-b2f5-4c6738e8fa57 | Implement a dynamic configuration management service | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a dynamic configuration management service"
},
{
"from": "gpt",
"value": "Complex"
}
] |
4c51c295-168e-443e-90ed-0b88801341a4 | How do you design a high-throughput event processing system? | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you design a high-throughput event processing system?"
},
{
"from": "gpt",
"value": "Complex"
}
] |
0bb014c1-a2b3-485d-832d-305ae1c8065d | Design a multi-tenant architecture for a SaaS application | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a multi-tenant architecture for a SaaS application"
},
{
"from": "gpt",
"value": "Complex"
}
] |
bae89ff8-03f1-47e8-896f-20caf6a296bd | Implement a secure single sign-on (SSO) solution | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Implement a secure single sign-on (SSO) solution"
},
{
"from": "gpt",
"value": "Complex"
}
] |
c6eb127c-c6c1-44b5-9ab8-58b871ecbca9 | Design a content delivery network (CDN) strategy | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design a content delivery network (CDN) strategy"
},
{
"from": "gpt",
"value": "Complex"
}
] |
129982c7-fdc5-4c81-9bbb-1df4fb239634 | How do you optimize a distributed file storage system? | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "How do you optimize a distributed file storage system?"
},
{
"from": "gpt",
"value": "Complex"
}
] |
7fd3636c-721b-4b61-a770-5464069930f3 | Design an IoT data aggregation platform | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an IoT data aggregation platform"
},
{
"from": "gpt",
"value": "Complex"
}
] |
c55cd028-fbdb-45e3-b30f-8b8c82634ad2 | Design an adaptive streaming service for video content | Complex | [
{
"from": "system",
"value": "You are a small language model that categorizes user queries by complexity. For each input, respond with exactly one of the following tokens, based on the query's difficulty:\n\n- VerySimple: For basic greetings or very simple messages (e.g., \"Hi there\").\n- Simple: For straightforward, everyday questions.\n- Moderate: For technical questions, programming tasks, or common algorithmic problems.\n- Complex: For multifaceted problems involving system design or intricate logic.\n- VeryComplex: For advanced queries involving deep math, logic, or scientific theories.\n\nOutput only the corresponding token without additional text."
},
{
"from": "human",
"value": "Design an adaptive streaming service for video content"
},
{
"from": "gpt",
"value": "Complex"
}
] |
Subsets and Splits