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Week 2 day 1 exercise. Three way chat bot cleaning code

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Daniel Fernandez Colon
2025-09-02 03:40:15 +02:00
parent 1def1247f6
commit a0155cd0d8
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week2/community-contributions/day1-three-model-investor-pitch-session.ipynb
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@@ -1,104 +1,5 @@
{ {
"cells": [ "cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "3d0019fb-f6a8-45cb-962b-ef8bf7070d4d",
"metadata": {},
"outputs": [],
"source": [
"# Optionally if you wish to try DeekSeek, you can also use the OpenAI client library\n",
"\n",
"deepseek_api_key = os.getenv('DEEPSEEK_API_KEY')\n",
"\n",
"if deepseek_api_key:\n",
" print(f\"DeepSeek API Key exists and begins {deepseek_api_key[:3]}\")\n",
"else:\n",
" print(\"DeepSeek API Key not set - please skip to the next section if you don't wish to try the DeepSeek API\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c72c871e-68d6-4668-9c27-96d52b77b867",
"metadata": {},
"outputs": [],
"source": [
"# Using DeepSeek Chat\n",
"\n",
"deepseek_via_openai_client = OpenAI(\n",
" api_key=deepseek_api_key, \n",
" base_url=\"https://api.deepseek.com\"\n",
")\n",
"\n",
"response = deepseek_via_openai_client.chat.completions.create(\n",
" model=\"deepseek-chat\",\n",
" messages=prompts,\n",
")\n",
"\n",
"print(response.choices[0].message.content)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "50b6e70f-700a-46cf-942f-659101ffeceb",
"metadata": {},
"outputs": [],
"source": [
"challenge = [{\"role\": \"system\", \"content\": \"You are a helpful assistant\"},\n",
" {\"role\": \"user\", \"content\": \"How many words are there in your answer to this prompt\"}]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "66d1151c-2015-4e37-80c8-16bc16367cfe",
"metadata": {},
"outputs": [],
"source": [
"# Using DeepSeek Chat with a harder question! And streaming results\n",
"\n",
"stream = deepseek_via_openai_client.chat.completions.create(\n",
" model=\"deepseek-chat\",\n",
" messages=challenge,\n",
" stream=True\n",
")\n",
"\n",
"reply = \"\"\n",
"display_handle = display(Markdown(\"\"), display_id=True)\n",
"for chunk in stream:\n",
" reply += chunk.choices[0].delta.content or ''\n",
" reply = reply.replace(\"```\",\"\").replace(\"markdown\",\"\")\n",
" update_display(Markdown(reply), display_id=display_handle.display_id)\n",
"\n",
"print(\"Number of words:\", len(reply.split(\" \")))"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "43a93f7d-9300-48cc-8c1a-ee67380db495",
"metadata": {},
"outputs": [],
"source": [
"# Using DeepSeek Reasoner - this may hit an error if DeepSeek is busy\n",
"# It's over-subscribed (as of 28-Jan-2025) but should come back online soon!\n",
"# If this fails, come back to this in a few days..\n",
"\n",
"response = deepseek_via_openai_client.chat.completions.create(\n",
" model=\"deepseek-reasoner\",\n",
" messages=challenge\n",
")\n",
"\n",
"reasoning_content = response.choices[0].message.reasoning_content\n",
"content = response.choices[0].message.content\n",
"\n",
"print(reasoning_content)\n",
"print(content)\n",
"print(\"Number of words:\", len(content.split(\" \")))"
]
},
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": null,