From 5c7b4a110df2c809534e63a9537e630b31109066 Mon Sep 17 00:00:00 2001 From: Ilan Bigio Date: Sat, 11 Nov 2023 09:37:01 -0500 Subject: [PATCH] Assistants API Overview: More Bug Fixes (#849) --- examples/Assistants_API_overview_python.ipynb | 190 +++++++++--------- 1 file changed, 94 insertions(+), 96 deletions(-) diff --git a/examples/Assistants_API_overview_python.ipynb b/examples/Assistants_API_overview_python.ipynb index 51c309497f..5456ae498b 100644 --- a/examples/Assistants_API_overview_python.ipynb +++ b/examples/Assistants_API_overview_python.ipynb @@ -157,8 +157,8 @@ { "data": { "text/plain": [ - "{'id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", - " 'created_at': 1699650767,\n", + "{'id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", + " 'created_at': 1699713024,\n", " 'description': None,\n", " 'file_ids': [],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", @@ -222,8 +222,8 @@ { "data": { "text/plain": [ - "{'id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl',\n", - " 'created_at': 1699650767,\n", + "{'id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl',\n", + " 'created_at': 1699713024,\n", " 'metadata': {},\n", " 'object': 'thread'}" ] @@ -241,7 +241,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Then add the message to the thread:\n" + "Then add the Message to the thread:\n" ] }, { @@ -252,18 +252,18 @@ { "data": { "text/plain": [ - "{'id': 'msg_DBOLoyk6KZ1Vh8OnZQj0CfTC',\n", + "{'id': 'msg_jJpZrc7akLYXgiwUj3tV3IIQ',\n", " 'assistant_id': None,\n", " 'content': [{'text': {'annotations': [],\n", " 'value': 'I need to solve the equation `3x + 11 = 14`. Can you help me?'},\n", " 'type': 'text'}],\n", - " 'created_at': 1699650767,\n", + " 'created_at': 1699713025,\n", " 'file_ids': [],\n", " 'metadata': {},\n", " 'object': 'thread.message',\n", " 'role': 'user',\n", " 'run_id': None,\n", - " 'thread_id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl'}" + " 'thread_id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl'}" ] }, "metadata": {}, @@ -311,12 +311,12 @@ { "data": { "text/plain": [ - "{'id': 'run_Nusuu4zsEsvCBsftmechVVKa',\n", - " 'assistant_id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", + "{'id': 'run_MBQkkPC9hw6M3NJP5XDcjrG9',\n", + " 'assistant_id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", " 'cancelled_at': None,\n", " 'completed_at': None,\n", - " 'created_at': 1699650768,\n", - " 'expires_at': 1699651368,\n", + " 'created_at': 1699713025,\n", + " 'expires_at': 1699713625,\n", " 'failed_at': None,\n", " 'file_ids': [],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", @@ -327,7 +327,7 @@ " 'required_action': None,\n", " 'started_at': None,\n", " 'status': 'queued',\n", - " 'thread_id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl',\n", + " 'thread_id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl',\n", " 'tools': []}" ] }, @@ -349,7 +349,7 @@ "source": [ "Unlike creating a completion in the Chat Completions API, **creating a Run is an asynchronous operation**. It will return immediately with the Run's metadata, which includes a `status` that will initially be set to `queued`. The `status` will be updated as the Assistant performs operations (like using tools and adding messages).\n", "\n", - "To know when the Assistant has completed processing, we can poll the Run in a loop. (Support for streaming is coming soon!) While here we are only checking for a `queued` or `in_progress` status, in practice a Run may undergo a variety of status changes which you can choose to surface to the user. (These are called Steps, and will be covered later.)\n" + "To know when the Assistant has completed processing, we can poll the Run in a loop. (Support for streaming is coming soon!) While here we are only checking for a `queued` or `in_progress` status, in practice a Run may undergo a [variety of status changes](https://platform.openai.com/docs/api-reference/runs/object#runs/object-status) which you can choose to surface to the user. (These are called Steps, and will be covered later.)\n" ] }, { @@ -379,11 +379,11 @@ { "data": { "text/plain": [ - "{'id': 'run_Nusuu4zsEsvCBsftmechVVKa',\n", - " 'assistant_id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", + "{'id': 'run_MBQkkPC9hw6M3NJP5XDcjrG9',\n", + " 'assistant_id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", " 'cancelled_at': None,\n", - " 'completed_at': 1699650779,\n", - " 'created_at': 1699650768,\n", + " 'completed_at': 1699713027,\n", + " 'created_at': 1699713025,\n", " 'expires_at': None,\n", " 'failed_at': None,\n", " 'file_ids': [],\n", @@ -393,9 +393,9 @@ " 'model': 'gpt-4-1106-preview',\n", " 'object': 'thread.run',\n", " 'required_action': None,\n", - " 'started_at': 1699650768,\n", + " 'started_at': 1699713025,\n", " 'status': 'completed',\n", - " 'thread_id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl',\n", + " 'thread_id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl',\n", " 'tools': []}" ] }, @@ -430,33 +430,33 @@ { "data": { "text/plain": [ - "{'data': [{'id': 'msg_6mVnuj4jDruX1cUaB7ZKd0Ae',\n", - " 'assistant_id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", + "{'data': [{'id': 'msg_cqd6LDKJJTxGMQTBpYRrTaW3',\n", + " 'assistant_id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", " 'content': [{'text': {'annotations': [],\n", - " 'value': 'Sure, subtract 11 from both sides to get 3x = 3, then divide by 3 to find x = 1.'},\n", + " 'value': 'Yes, subtract 11 from both sides to get `3x = 3` and then divide by 3 to find `x = 1`.'},\n", " 'type': 'text'}],\n", - " 'created_at': 1699650778,\n", + " 'created_at': 1699713026,\n", " 'file_ids': [],\n", " 'metadata': {},\n", " 'object': 'thread.message',\n", " 'role': 'assistant',\n", - " 'run_id': 'run_Nusuu4zsEsvCBsftmechVVKa',\n", - " 'thread_id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl'},\n", - " {'id': 'msg_DBOLoyk6KZ1Vh8OnZQj0CfTC',\n", + " 'run_id': 'run_MBQkkPC9hw6M3NJP5XDcjrG9',\n", + " 'thread_id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl'},\n", + " {'id': 'msg_jJpZrc7akLYXgiwUj3tV3IIQ',\n", " 'assistant_id': None,\n", " 'content': [{'text': {'annotations': [],\n", " 'value': 'I need to solve the equation `3x + 11 = 14`. Can you help me?'},\n", " 'type': 'text'}],\n", - " 'created_at': 1699650767,\n", + " 'created_at': 1699713025,\n", " 'file_ids': [],\n", " 'metadata': {},\n", " 'object': 'thread.message',\n", " 'role': 'user',\n", " 'run_id': None,\n", - " 'thread_id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl'}],\n", + " 'thread_id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl'}],\n", " 'object': 'list',\n", - " 'first_id': 'msg_6mVnuj4jDruX1cUaB7ZKd0Ae',\n", - " 'last_id': 'msg_DBOLoyk6KZ1Vh8OnZQj0CfTC',\n", + " 'first_id': 'msg_cqd6LDKJJTxGMQTBpYRrTaW3',\n", + " 'last_id': 'msg_jJpZrc7akLYXgiwUj3tV3IIQ',\n", " 'has_more': False}" ] }, @@ -491,21 +491,21 @@ { "data": { "text/plain": [ - "{'data': [{'id': 'msg_BvPtOMdPjo5WOnKS3pz62oRH',\n", - " 'assistant_id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", + "{'data': [{'id': 'msg_Jjzs9ndqcBcrIAWTNcvpDCQy',\n", + " 'assistant_id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", " 'content': [{'text': {'annotations': [],\n", - " 'value': 'To solve `3x + 11 = 14`, you want to isolate x. First, subtract 11 from both sides to remove the constant term on the left, leaving you with `3x = 3`. Then divide both sides by 3, the coefficient of x, to get `x = 1`, which is your solution.'},\n", + " 'value': 'Certainly! The goal is to get x by itself on one side of the equation. \\n\\nStep 1: Subtract 11 from both sides to isolate the term with x: \\n`3x + 11 - 11 = 14 - 11`\\nThis simplifies to: \\n`3x = 3`\\n\\nStep 2: Now, divide both sides by 3, the coefficient of x, to solve for x:\\n`3x / 3 = 3 / 3`\\nThis results in:\\n`x = 1`'},\n", " 'type': 'text'}],\n", - " 'created_at': 1699650781,\n", + " 'created_at': 1699713029,\n", " 'file_ids': [],\n", " 'metadata': {},\n", " 'object': 'thread.message',\n", " 'role': 'assistant',\n", - " 'run_id': 'run_2wptlex34YZfsQE5dYNVNln1',\n", - " 'thread_id': 'thread_NSX4eG6UvkdgcmlPc5oz4GOl'}],\n", + " 'run_id': 'run_8OreNVOPKIJ6Z4B9ufiFfxjk',\n", + " 'thread_id': 'thread_92NwAX7i7EOgfQ4BaX2dfeZl'}],\n", " 'object': 'list',\n", - " 'first_id': 'msg_BvPtOMdPjo5WOnKS3pz62oRH',\n", - " 'last_id': 'msg_BvPtOMdPjo5WOnKS3pz62oRH',\n", + " 'first_id': 'msg_Jjzs9ndqcBcrIAWTNcvpDCQy',\n", + " 'last_id': 'msg_Jjzs9ndqcBcrIAWTNcvpDCQy',\n", " 'has_more': False}" ] }, @@ -637,21 +637,21 @@ "text": [ "# Messages\n", "user: I need to solve the equation `3x + 11 = 14`. Can you help me?\n", - "assistant: Sure, subtract 11 from both sides to get `3x = 3`, then divide both sides by 3 to find `x = 1`.\n", + "assistant: Yes, subtract 11 from both sides to get `3x = 3`, and then divide both sides by 3 to find `x = 1`.\n", "\n", "# Messages\n", "user: Could you explain linear algebra to me?\n", - "assistant: Linear algebra is the branch of mathematics concerning vector spaces and linear mappings between such spaces, which includes the study of lines, planes, and subspaces, as well as concepts like vectors, matrices, determinants, eigenvalues, and eigenvectors.\n", + "assistant: Linear algebra is the branch of mathematics concerning vector spaces and linear mappings between these spaces, which includes the study of lines, planes, and subspaces, but is also concerned with properties common to all vector spaces.\n", "\n", "# Messages\n", "user: I don't like math. What can I do?\n", - "assistant: Try to find real-life applications of math that interest you, work with a tutor or friend who can make the learning process more enjoyable, or set small, achievable goals to build your confidence and appreciation for the subject over time.\n", + "assistant: Find aspects of math that connect with your interests or everyday life to make it more relatable and engaging, and consider working with a tutor or using interactive tools that can make learning math more enjoyable.\n", "\n", "# Messages\n", "user: I don't like math. What can I do?\n", - "assistant: Try to find real-life applications of math that interest you, work with a tutor or friend who can make the learning process more enjoyable, or set small, achievable goals to build your confidence and appreciation for the subject over time.\n", + "assistant: Find aspects of math that connect with your interests or everyday life to make it more relatable and engaging, and consider working with a tutor or using interactive tools that can make learning math more enjoyable.\n", "user: Thank you!\n", - "assistant: You're welcome! If you have any more questions or need help, feel free to ask. Good luck!\n", + "assistant: You're welcome! If you have any more questions or need assistance with math, feel free to ask.\n", "\n" ] } @@ -716,7 +716,7 @@ "\n", "### Code Interpreter\n", "\n", - "Let's equip our Math Tutor with the Code Interpreter tool, which we can do from the Dashboard...\n" + "Let's equip our Math Tutor with the [Code Interpreter](https://platform.openai.com/docs/assistants/tools/code-interpreter) tool, which we can do from the Dashboard...\n" ] }, { @@ -741,8 +741,8 @@ { "data": { "text/plain": [ - "{'id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", - " 'created_at': 1699650767,\n", + "{'id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", + " 'created_at': 1699713024,\n", " 'description': None,\n", " 'file_ids': [],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", @@ -783,7 +783,8 @@ "text": [ "# Messages\n", "user: Generate the first 20 fibbonaci numbers with code.\n", - "assistant: The first 20 Fibonacci numbers are: 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987, 1597, 2584, 4181.\n", + "assistant: The first 20 Fibonacci numbers are:\n", + "0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987, 1597, 2584, 4181.\n", "\n" ] } @@ -840,8 +841,8 @@ { "data": { "text/plain": [ - "{'tool_calls': [{'id': 'call_3wkAlWG2fzNT5UrQufSCicTy',\n", - " 'code_interpreter': {'input': 'def fibonacci(n):\\n fib_sequence = [0, 1]\\n while len(fib_sequence) < n:\\n fib_sequence.append(fib_sequence[-1] + fib_sequence[-2])\\n return fib_sequence\\n\\nfirst_20_fibonacci = fibonacci(20)\\nfirst_20_fibonacci',\n", + "{'tool_calls': [{'id': 'call_VuUeEz8f6tODxKqNbOXotPbp',\n", + " 'code_interpreter': {'input': '# Function to generate first 20 Fibonacci numbers\\ndef generate_fibonacci(n):\\n fib_series = [0, 1]\\n for _ in range(2, n):\\n fib_series.append(fib_series[-1] + fib_series[-2])\\n return fib_series\\n\\n# Generate and display the first 20 Fibonacci numbers\\nfirst_20_fibonacci = generate_fibonacci(20)\\nfirst_20_fibonacci',\n", " 'outputs': [{'logs': '[0,\\n 1,\\n 1,\\n 2,\\n 3,\\n 5,\\n 8,\\n 13,\\n 21,\\n 34,\\n 55,\\n 89,\\n 144,\\n 233,\\n 377,\\n 610,\\n 987,\\n 1597,\\n 2584,\\n 4181]',\n", " 'type': 'logs'}]},\n", " 'type': 'code_interpreter'}],\n", @@ -861,7 +862,7 @@ { "data": { "text/plain": [ - "{'message_creation': {'message_id': 'msg_pbZ6kCzRyrgXENzOEDq58k1B'},\n", + "{'message_creation': {'message_id': 'msg_5MKMkxkBGgjaWo24rnOngYRn'},\n", " 'type': 'message_creation'}" ] }, @@ -905,7 +906,7 @@ "source": [ "### Retrieval\n", "\n", - "Another powerful tool in the Assistants API is Retrieval: the ability to upload files that the Assistant will use as a knowledge base when answering questions. This can also be enabled from the Dashboard or the API, where we can upload files we want to be used.\n" + "Another powerful tool in the Assistants API is [Retrieval](https://platform.openai.com/docs/assistants/tools/knowledge-retrieval): the ability to upload files that the Assistant will use as a knowledge base when answering questions. This can also be enabled from the Dashboard or the API, where we can upload files we want to be used.\n" ] }, { @@ -923,10 +924,10 @@ { "data": { "text/plain": [ - "{'id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", - " 'created_at': 1699650767,\n", + "{'id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", + " 'created_at': 1699713024,\n", " 'description': None,\n", - " 'file_ids': ['file-bfXOZPBktVHlmm8rDDcCDTzD'],\n", + " 'file_ids': ['file-AapssvnjRaBEvfZQkdfknfr6'],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", " 'metadata': {},\n", " 'model': 'gpt-4-1106-preview',\n", @@ -968,9 +969,7 @@ "text": [ "# Messages\n", "user: What are some cool math concepts behind this ML paper pdf? Explain in two sentences.\n", - "assistant: The document does not contain explicit sections with the phrases \"math concepts\", \"mathematical\", or \"algorithm\". Without visible content or a text-based search that yields results, I am unable to identify the mathematical concepts in the paper.\n", - "\n", - "I would recommend uploading the PDF again, ensuring that it can be accessed with the tools provided, so that I can assist you properly.\n", + "assistant: One cool math concept in this ML paper is the application of zero-shot learning where language models (LMs) demonstrate the ability to transfer well across different domains and datasets without task-specific training, improving the state of the art in seven out of eight datasets【11†source】. Specifically, it highlights the models' performance on complex tasks like LAMBADA and the Children’s Book Test, which are benchmarks created to measure long-term dependencies in text, and notes challenges in datasets with extensive pre-processing that disrupts long-range structure【11†source】.\n", "\n" ] } @@ -997,7 +996,7 @@ "source": [ "### Functions\n", "\n", - "As a final powerful tool for your Assistant, you can specify custom Functions (much like the [Function Calling](https://platform.openai.com/docs/guides/function-calling) in the Chat Completions API). During a Run, the Assistant can then indicate it wants to call one or more functions you specified. You are then responsible for calling the Function, and providing the output back to the Assistant.\n", + "As a final powerful tool for your Assistant, you can specify custom [Functions](https://platform.openai.com/docs/assistants/tools/function-calling) (much like the [Function Calling](https://platform.openai.com/docs/guides/function-calling) in the Chat Completions API). During a Run, the Assistant can then indicate it wants to call one or more functions you specified. You are then responsible for calling the Function, and providing the output back to the Assistant.\n", "\n", "Let's take a look at an example by defining a `display_quiz()` Function for our Math Tutor.\n", "\n", @@ -1168,10 +1167,10 @@ { "data": { "text/plain": [ - "{'id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", - " 'created_at': 1699650767,\n", + "{'id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", + " 'created_at': 1699713024,\n", " 'description': None,\n", - " 'file_ids': ['file-bfXOZPBktVHlmm8rDDcCDTzD'],\n", + " 'file_ids': ['file-AapssvnjRaBEvfZQkdfknfr6'],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", " 'metadata': {},\n", " 'model': 'gpt-4-1106-preview',\n", @@ -1257,27 +1256,27 @@ { "data": { "text/plain": [ - "{'id': 'run_6P1wtBLDSnlgTaaHRRJh7GeT',\n", - " 'assistant_id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", + "{'id': 'run_oF6mkM82eL4EZXNpGJNLHjTl',\n", + " 'assistant_id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", " 'cancelled_at': None,\n", " 'completed_at': None,\n", - " 'created_at': 1699650818,\n", - " 'expires_at': 1699651418,\n", + " 'created_at': 1699713070,\n", + " 'expires_at': 1699713670,\n", " 'failed_at': None,\n", - " 'file_ids': ['file-bfXOZPBktVHlmm8rDDcCDTzD'],\n", + " 'file_ids': ['file-AapssvnjRaBEvfZQkdfknfr6'],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", " 'last_error': None,\n", " 'metadata': {},\n", " 'model': 'gpt-4-1106-preview',\n", " 'object': 'thread.run',\n", - " 'required_action': {'submit_tool_outputs': {'tool_calls': [{'id': 'call_x3X31AVz7CzFR95M4oBmB5j3',\n", - " 'function': {'arguments': '{\\n \"title\": \"Math Concepts Quiz\",\\n \"questions\": [\\n {\\n \"question_text\": \"Explain why the Pythagorean theorem only applies to right-angled triangles.\",\\n \"question_type\": \"FREE_RESPONSE\"\\n },\\n {\\n \"question_text\": \"What is the derivative of the function f(x) = 3x^2 + 2x + 1?\",\\n \"question_type\": \"MULTIPLE_CHOICE\",\\n \"choices\": [\\n \"f\\'(x) = 6x + 2\",\\n \"f\\'(x) = 6x^2 + 2\",\\n \"f\\'(x) = 3x^2 + 2\",\\n \"f\\'(x) = 9x + 2\"\\n ]\\n }\\n ]\\n}',\n", + " 'required_action': {'submit_tool_outputs': {'tool_calls': [{'id': 'call_J1aEG51Vx15HFRmRI4p3srdS',\n", + " 'function': {'arguments': '{\\n \"title\": \"Math Fundamentals Quiz\",\\n \"questions\": [\\n {\\n \"question_text\": \"Explain in your own words why a negative times a negative is a positive.\",\\n \"question_type\": \"FREE_RESPONSE\"\\n },\\n {\\n \"question_text\": \"What is the result of the expression 2^(3) * 2^(-4)?\",\\n \"question_type\": \"MULTIPLE_CHOICE\",\\n \"choices\": [\"1/2\", \"1/4\", \"1/8\", \"1/16\"]\\n }\\n ]\\n}',\n", " 'name': 'display_quiz'},\n", " 'type': 'function'}]},\n", " 'type': 'submit_tool_outputs'},\n", - " 'started_at': 1699650818,\n", + " 'started_at': 1699713070,\n", " 'status': 'requires_action',\n", - " 'thread_id': 'thread_afPuFpKVuFCENZYey3LyDGfM',\n", + " 'thread_id': 'thread_hQNP1xhlm8aMSKYNyCY5HbDi',\n", " 'tools': [{'type': 'code_interpreter'},\n", " {'type': 'retrieval'},\n", " {'function': {'name': 'display_quiz',\n", @@ -1330,15 +1329,12 @@ { "data": { "text/plain": [ - "{'title': 'Math Concepts Quiz',\n", - " 'questions': [{'question_text': 'Explain why the Pythagorean theorem only applies to right-angled triangles.',\n", + "{'title': 'Math Fundamentals Quiz',\n", + " 'questions': [{'question_text': 'Explain in your own words why a negative times a negative is a positive.',\n", " 'question_type': 'FREE_RESPONSE'},\n", - " {'question_text': 'What is the derivative of the function f(x) = 3x^2 + 2x + 1?',\n", + " {'question_text': 'What is the result of the expression 2^(3) * 2^(-4)?',\n", " 'question_type': 'MULTIPLE_CHOICE',\n", - " 'choices': [\"f'(x) = 6x + 2\",\n", - " \"f'(x) = 6x^2 + 2\",\n", - " \"f'(x) = 3x^2 + 2\",\n", - " \"f'(x) = 9x + 2\"]}]}" + " 'choices': ['1/2', '1/4', '1/8', '1/16']}]}" ] }, "execution_count": 27, @@ -1373,15 +1369,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "Quiz: Math Concepts Quiz\n", + "Quiz: Math Fundamentals Quiz\n", "\n", - "Explain why the Pythagorean theorem only applies to right-angled triangles.\n", + "Explain in your own words why a negative times a negative is a positive.\n", "\n", - "What is the derivative of the function f(x) = 3x^2 + 2x + 1?\n", - "0. f'(x) = 6x + 2\n", - "1. f'(x) = 6x^2 + 2\n", - "2. f'(x) = 3x^2 + 2\n", - "3. f'(x) = 9x + 2\n", + "What is the result of the expression 2^(3) * 2^(-4)?\n", + "0. 1/2\n", + "1. 1/4\n", + "2. 1/8\n", + "3. 1/16\n", "\n", "Responses: [\"I don't know.\", 'a']\n" ] @@ -1409,23 +1405,23 @@ { "data": { "text/plain": [ - "{'id': 'run_6P1wtBLDSnlgTaaHRRJh7GeT',\n", - " 'assistant_id': 'asst_u4HvMODTO0Yh8cioTejb3NlZ',\n", + "{'id': 'run_oF6mkM82eL4EZXNpGJNLHjTl',\n", + " 'assistant_id': 'asst_LTdumekzlZEXmAbrfssoXroe',\n", " 'cancelled_at': None,\n", " 'completed_at': None,\n", - " 'created_at': 1699650818,\n", - " 'expires_at': 1699651418,\n", + " 'created_at': 1699713070,\n", + " 'expires_at': 1699713670,\n", " 'failed_at': None,\n", - " 'file_ids': ['file-bfXOZPBktVHlmm8rDDcCDTzD'],\n", + " 'file_ids': ['file-AapssvnjRaBEvfZQkdfknfr6'],\n", " 'instructions': 'You are a personal math tutor. Answer questions briefly, in a sentence or less.',\n", " 'last_error': None,\n", " 'metadata': {},\n", " 'model': 'gpt-4-1106-preview',\n", " 'object': 'thread.run',\n", " 'required_action': None,\n", - " 'started_at': 1699650818,\n", + " 'started_at': 1699713070,\n", " 'status': 'queued',\n", - " 'thread_id': 'thread_afPuFpKVuFCENZYey3LyDGfM',\n", + " 'thread_id': 'thread_hQNP1xhlm8aMSKYNyCY5HbDi',\n", " 'tools': [{'type': 'code_interpreter'},\n", " {'type': 'retrieval'},\n", " {'function': {'name': 'display_quiz',\n", @@ -1480,11 +1476,13 @@ "text": [ "# Messages\n", "user: Make a quiz with 2 questions: One open ended, one multiple choice. Then, give me feedback for the responses.\n", - "assistant: For the first question regarding the Pythagorean theorem, it is important to know that this theorem relates the lengths of the sides of a right-angled triangle. Specifically, the theorem states that the square of the length of the hypotenuse (the side opposite the right angle) is equal to the sum of the squares of the lengths of the other two sides. This is intrinsically linked to the properties of a right angle and the way distances are related in Euclidean geometry; as such it only applies to right-angled triangles and not to other types of triangles.\n", + "assistant: Your responses show that there is some confusion that we need to address.\n", + "\n", + "For the open-ended question, saying \"I don't know\" indicates we need to explore the concept of multiplying negatives together. Remember, a negative number is essentially an opposite sign, so when you multiply two negatives, you are effectively doing the \"opposite of an opposite,\" which results in a positive. It's a fundamental rule in math that helps maintain consistency in mathematical operations.\n", "\n", - "For the second question concerning the derivative of the function \\( f(x) = 3x^2 + 2x + 1 \\), the correct answer is \\( f'(x) = 6x + 2 \\), which means your choice of \"a\" was correct. The derivative of a function gives the rate of change of the function's output with respect to changes in the input. In the case of a polynomial function like the one given, the power rule can be applied to find the derivative. For the term \\( 3x^2 \\), the derivative is \\( 6x \\), and for \\( 2x \\), it is \\( 2 \\), and the constant \\( 1 \\) drops out as its derivative is zero. So the full derivative function is \\( f'(x) = 6x + 2 \\).\n", + "Regarding the multiple choice question, the answer you chose, \"a,\" corresponds to the option \"1/2.\" However, the correct answer is actually \"1/16.\" To solve this, you can use the rule of exponents that states when multiplying powers with the same base, you can add the exponents: 2^(3 + (-4)) = 2^(-1) = 1/2^1 = 1/2.\n", "\n", - "Overall, well done on the multiple-choice question, and now you have a bit more insight on the open-ended question. Keep studying and asking questions to strengthen your understanding!\n", + "Don't be discouraged; these concepts can be tricky, but with practice, you'll get the hang of it! Let's work through similar problems to build your understanding. Would you like to go over more examples together?\n", "\n" ] } @@ -1537,7 +1535,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.9.13" } }, "nbformat": 4,