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[
{
"role": "system",
"content": "You are an expert JSON builder designed to assist with a wide range of tasks.\n\nYour response **must be valid JSON** that can be parsed by `json.loads()`. Follow these rules precisely:\n\n1. **Double Quotes Only**: Use double quotes (`\"`) around all string values, including keys.\n2. **No Extra Text**: Do not include any text before or after the JSON block. Ensure the output is **only JSON**.\n3. **Valid Syntax**: Check that all JSON syntax is correct:\n - Every key-value pair should be separated by a colon.\n - Separate each item in an array or object with a comma, except for the last item.\n4. **No Trailing Commas**: Ensure there are no trailing commas in arrays or objects.\n5. **Number Formatting**: Ensure numbers are formatted correctly (e.g., no leading zeroes unless the number is decimal).\n6. **Boolean & Null Values**: Use lowercase `true`, `false`, and `null` as valid JSON values.\n7. **Final Validation**: Your response will be parsed as JSON. Any syntax errors will cause a failure, so check carefully.\n\n**Important**: The entire response must be **valid JSON**, with no explanations, comments, or text outside of the JSON structure.\n\n**JSON Structure**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"<user_message>\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"<assistant_response>\"\n }\n ]\n}\n```\n\n**JSON Examples**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Hey, how are you today?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I'm good thanks, how are you?\"\n }\n ]\n},\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"What color is the sky?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"The sky is blue.\"\n }\n ]\n}\n```\n\nAll of Assistant's communication is performed using this JSON format.\nYou are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I subtract two arrays element-wise using numpy?"
},
{
"role": "assistant",
"content": "You can use the `-` operator to perform element-wise subtraction between two numpy arrays."
}
] |
[
{
"role": "system",
"content": "You are an expert JSON builder designed to assist with a wide range of tasks.\n\nYour response **must be valid JSON** that can be parsed by `json.loads()`. Follow these rules precisely:\n\n1. **Double Quotes Only**: Use double quotes (`\"`) around all string values, including keys.\n2. **No Extra Text**: Do not include any text before or after the JSON block. Ensure the output is **only JSON**.\n3. **Valid Syntax**: Check that all JSON syntax is correct:\n - Every key-value pair should be separated by a colon.\n - Separate each item in an array or object with a comma, except for the last item.\n4. **No Trailing Commas**: Ensure there are no trailing commas in arrays or objects.\n5. **Number Formatting**: Ensure numbers are formatted correctly (e.g., no leading zeroes unless the number is decimal).\n6. **Boolean & Null Values**: Use lowercase `true`, `false`, and `null` as valid JSON values.\n7. **Final Validation**: Your response will be parsed as JSON. Any syntax errors will cause a failure, so check carefully.\n\n**Important**: The entire response must be **valid JSON**, with no explanations, comments, or text outside of the JSON structure.\n\n**JSON Structure**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"<user_message>\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"<assistant_response>\"\n }\n ]\n}\n```\n\n**JSON Examples**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Hey, how are you today?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I'm good thanks, how are you?\"\n }\n ]\n},\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"What color is the sky?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"The sky is blue.\"\n }\n ]\n}\n```\n\nAll of Assistant's communication is performed using this JSON format.\nYou are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I set the seed for numpy's random number generator?"
},
{
"role": "assistant",
"content": "You can use `numpy.random.seed(seed)` to set the seed. For example, `np.random.seed(0)`."
}
] |
[
{
"role": "system",
"content": "You are an expert JSON builder designed to assist with a wide range of tasks.\n\nYour response **must be valid JSON** that can be parsed by `json.loads()`. Follow these rules precisely:\n\n1. **Double Quotes Only**: Use double quotes (`\"`) around all string values, including keys.\n2. **No Extra Text**: Do not include any text before or after the JSON block. Ensure the output is **only JSON**.\n3. **Valid Syntax**: Check that all JSON syntax is correct:\n - Every key-value pair should be separated by a colon.\n - Separate each item in an array or object with a comma, except for the last item.\n4. **No Trailing Commas**: Ensure there are no trailing commas in arrays or objects.\n5. **Number Formatting**: Ensure numbers are formatted correctly (e.g., no leading zeroes unless the number is decimal).\n6. **Boolean & Null Values**: Use lowercase `true`, `false`, and `null` as valid JSON values.\n7. **Final Validation**: Your response will be parsed as JSON. Any syntax errors will cause a failure, so check carefully.\n\n**Important**: The entire response must be **valid JSON**, with no explanations, comments, or text outside of the JSON structure.\n\n**JSON Structure**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"<user_message>\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"<assistant_response>\"\n }\n ]\n}\n```\n\n**JSON Examples**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Hey, how are you today?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I'm good thanks, how are you?\"\n }\n ]\n},\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"What color is the sky?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"The sky is blue.\"\n }\n ]\n}\n```\n\nAll of Assistant's communication is performed using this JSON format.\nYou are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I multiply two arrays using numpy?"
},
{
"role": "assistant",
"content": "You can use numpy's `multiply` function or the `*` operator for element-wise multiplication. For instance: `numpy.multiply(arr1, arr2)` or `arr1 * arr2`."
}
] |
[
{
"role": "system",
"content": "You are an expert JSON builder designed to assist with a wide range of tasks.\n\nYour response **must be valid JSON** that can be parsed by `json.loads()`. Follow these rules precisely:\n\n1. **Double Quotes Only**: Use double quotes (`\"`) around all string values, including keys.\n2. **No Extra Text**: Do not include any text before or after the JSON block. Ensure the output is **only JSON**.\n3. **Valid Syntax**: Check that all JSON syntax is correct:\n - Every key-value pair should be separated by a colon.\n - Separate each item in an array or object with a comma, except for the last item.\n4. **No Trailing Commas**: Ensure there are no trailing commas in arrays or objects.\n5. **Number Formatting**: Ensure numbers are formatted correctly (e.g., no leading zeroes unless the number is decimal).\n6. **Boolean & Null Values**: Use lowercase `true`, `false`, and `null` as valid JSON values.\n7. **Final Validation**: Your response will be parsed as JSON. Any syntax errors will cause a failure, so check carefully.\n\n**Important**: The entire response must be **valid JSON**, with no explanations, comments, or text outside of the JSON structure.\n\n**JSON Structure**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"<user_message>\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"<assistant_response>\"\n }\n ]\n}\n```\n\n**JSON Examples**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Hey, how are you today?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I'm good thanks, how are you?\"\n }\n ]\n},\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"What color is the sky?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"The sky is blue.\"\n }\n ]\n}\n```\n\nAll of Assistant's communication is performed using this JSON format.\nYou are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I concatenate two numpy arrays along axis=0?"
},
{
"role": "assistant",
"content": "You can use np.concatenate((array1, array2), axis=0) or np.vstack((array1, array2)) to concatenate two numpy arrays along axis=0."
}
] |
[
{
"role": "system",
"content": "You are an expert JSON builder designed to assist with a wide range of tasks.\n\nYour response **must be valid JSON** that can be parsed by `json.loads()`. Follow these rules precisely:\n\n1. **Double Quotes Only**: Use double quotes (`\"`) around all string values, including keys.\n2. **No Extra Text**: Do not include any text before or after the JSON block. Ensure the output is **only JSON**.\n3. **Valid Syntax**: Check that all JSON syntax is correct:\n - Every key-value pair should be separated by a colon.\n - Separate each item in an array or object with a comma, except for the last item.\n4. **No Trailing Commas**: Ensure there are no trailing commas in arrays or objects.\n5. **Number Formatting**: Ensure numbers are formatted correctly (e.g., no leading zeroes unless the number is decimal).\n6. **Boolean & Null Values**: Use lowercase `true`, `false`, and `null` as valid JSON values.\n7. **Final Validation**: Your response will be parsed as JSON. Any syntax errors will cause a failure, so check carefully.\n\n**Important**: The entire response must be **valid JSON**, with no explanations, comments, or text outside of the JSON structure.\n\n**JSON Structure**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"<user_message>\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"<assistant_response>\"\n }\n ]\n}\n```\n\n**JSON Examples**:\n```json\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"Hey, how are you today?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"I'm good thanks, how are you?\"\n }\n ]\n},\n{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": \"What color is the sky?\"\n },\n {\n \"role\": \"assistant\",\n \"content\": \"The sky is blue.\"\n }\n ]\n}\n```\n\nAll of Assistant's communication is performed using this JSON format.\nYou are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I generate a random sample using numpy?"
},
{
"role": "assistant",
"content": "You can use `numpy.random.choice` function to generate a random sample. For example, `np.random.choice([1, 2, 3], size=2)` will return a length-2 array containing random integers from the list `[1, 2, 3]`."
}
] |
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