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Add Lab 3 solution to community contributions by bhupeshdanewa07 #1499

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b3fc182
Add Lab 3 solution to community contributions by bhupeshdanewa07
bhupeshdanewa07 Jul 28, 2026
533aa97
Some modifications
bhupeshdanewa07 Jul 28, 2026
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128 changes: 106 additions & 22 deletions 1_foundations/4_lab4.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -34,7 +34,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -51,21 +51,49 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 5,
"metadata": {},
"outputs": [],
"outputs": [
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# The usual start\n",
"\n",
"load_dotenv(override=True)\n",
"openai = OpenAI()"
"load_dotenv(override=True)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"gemini = OpenAI(api_key=os.environ.get(\"GOOGLE_API_KEY\"), base_url=\"https://generativelanguage.googleapis.com/v1beta/openai/\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Pushover user found and looks good\n",
"Pushover token found and looks good\n"
]
}
],
"source": [
"# For pushover\n",
"\n",
Expand All @@ -92,7 +120,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -106,14 +134,22 @@
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Push: NIGGA YEAHHHHH\n"
]
}
],
"source": [
"push(\"HEY!!\")"
"push(\"HEYY\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -124,7 +160,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -135,7 +171,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -158,7 +194,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -178,7 +214,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -188,16 +224,46 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 19,
"metadata": {},
"outputs": [],
"outputs": [
{
"data": {
"text/plain": [
"[{'type': 'function',\n",
" 'function': {'name': 'record_user_details',\n",
" 'description': 'Use this tool to record that a user is interested in being in touch and provided an email address',\n",
" 'parameters': {'type': 'object',\n",
" 'properties': {'email': {'type': 'string',\n",
" 'description': 'The email address of this user'},\n",
" 'name': {'type': 'string',\n",
" 'description': \"The user's name, if they provided it\"},\n",
" 'notes': {'type': 'string',\n",
" 'description': \"Any additional info about the conversation that's worth recording to give context\"}},\n",
" 'required': ['email'],\n",
" 'additionalProperties': False}}},\n",
" {'type': 'function',\n",
" 'function': {'name': 'record_unknown_question',\n",
" 'description': \"Always use this tool to record any question that couldn't be answered as you didn't know the answer\",\n",
" 'parameters': {'type': 'object',\n",
" 'properties': {'question': {'type': 'string',\n",
" 'description': \"The question that couldn't be answered\"}},\n",
" 'required': ['question'],\n",
" 'additionalProperties': False}}}]"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tools"
]
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
Expand Down Expand Up @@ -234,16 +300,34 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 24,
"metadata": {},
"outputs": [],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Push: Recording this is a really hard question asked that I couldn't answer\n"
]
},
{
"data": {
"text/plain": [
"'OK'"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"globals()[\"record_unknown_question\"](\"this is a really hard question\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
Expand Down Expand Up @@ -327,14 +411,14 @@
"source": [
"def chat(message, history):\n",
" messages = [{\"role\": \"system\", \"content\": system_prompt}] + history + [{\"role\": \"user\", \"content\": message}]\n",
" response = openai.chat.completions.create(model=\"gpt-5.4-mini\", messages=messages, tools=tools)\n",
" response = gemini.chat.completions.create(model=\"gpt-5.4-mini\", messages=messages, tools=tools)\n",
" while response.choices[0].finish_reason==\"tool_calls\":\n",
" message = response.choices[0].message\n",
" tool_calls = message.tool_calls\n",
" results = handle_tool_calls(tool_calls)\n",
" messages.append(message)\n",
" messages.extend(results)\n",
" response = openai.chat.completions.create(model=\"gpt-5.4-mini\", messages=messages, tools=tools)\n",
" response = gemini.chat.completions.create(model=\"gpt-5.4-mini\", messages=messages, tools=tools)\n",
" return response.choices[0].message.content"
]
},
Expand Down
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