Are you ready to make your holiday season a little smarter and a lot more fun? Let’s dive into a project that combines Flask, OpenAI’s GPT-4, and some good ol’ holiday spirit to create a Naughty-or-Nice Tracker with a twist—it can even suggest gifts for your loved ones!
What Does This App Do?
This web app is designed to:
- Keep track of who’s on your naughty or nice list.
- Use AI gift suggestions for each person, tailored to their relationship with you, their age range, and interests.
- Let you edit and update entries or even move people between the lists (we all have second chances!).
- Help you find the perfect gift on Amazon with automatically generated search links.
It’s the ultimate holiday tool for Secret Santa or anyone struggling to pick the perfect present.
The Tech Stack
Here’s what’s under the hood:
- Flask: A lightweight Python web framework for building the app’s routes and handling user interactions.
- OpenAI GPT-4: Generates personalized gift suggestions using AI.
- Session Management: Tracks your lists (naughty and nice) using Flask sessions.
- Bootstrap & Markup: Makes the interface stylish and engaging.
- Amazon Integration: Provides keyword-based search links for gift shopping.
- Logging: Debugging and keeping the app running smoothly.
How AI Brings the Holiday Magic
The highlight of this app is the AI-powered gift suggestion feature. Here’s how it works:
- Personalized Prompts: The app collects details like the person’s name, age range, relationship, and interests.
- Chat Completion: It sends this information to OpenAI’s GPT-4 model, which acts as your creative “Secret Santa.”
- Gift Suggestions: GPT-4 generates a thoughtful gift idea and a set of Amazon search keywords.
- Smart Parsing: The app splits the AI response into detailed suggestions and keywords, making the results easy to understand and actionable.
Fun Features to Explore
- Dynamic Lists
- Add names to the Naughty or Nice list with just a few clicks.
- Edit or remove entries with ease.
- AI-Generated Gift Ideas
- Get gift suggestions for each person based on their traits and preferences.
- Built-in retries ensure the AI delivers high-quality results.
- Amazon Gift Links
- Automatically converts AI keywords into an Amazon search URL so you can shop quickly.
- Custom Categorization
- Include details like the person’s age range and interests for even better gift suggestions.
Key Code Highlights
Generating Gift Suggestions
def generate_gift_suggestion(prompt):
try:
response = openai.ChatCompletion.create(
model="gpt-4",
messages=[
{"role": "system", "content": "You are a secret Santa."},
{"role": "user", "content": prompt}
],
max_tokens=250
)
suggestion = response.choices[0].message['content'].strip()
return suggestion
except Exception as e:
print(f"Error generating gift suggestion: {e}")
return None- This function creates an AI-powered gift suggestion tailored to the input.
Parsing the AI Response
def parse_ai_response(response):
parts = response.split("Keyword list for Amazon Search:")
detailed_suggestion = parts[0].strip() if len(parts) > 0 else ""
summary_list = parts[1].strip() if len(parts) > 1 else ""
summary_keywords = summary_list.splitlines()
top_keywords = ', '.join(summary_keywords[:3])
return detailed_suggestion, top_keywords- Extracts detailed suggestions and summarizes the keywords for Amazon searches.
Why AI?
The integration of AI adds a layer of personalization and creativity that’s hard to beat. With GPT-4, you can:
- Generate ideas that feel thoughtful and tailored.
- Save hours brainstorming for that perfect gift.
- Add a sprinkle of fun and surprise to your holiday planning.
Wrap-Up
This app is a delightful blend of technology and holiday cheer. Whether you’re building it for yourself or sharing it with friends and family, it’s sure to spark joy and make holiday prep easier.
Let’s spread the magic of tech and AI this season—happy coding and happy holidays! For some insight on the frontend…