Scholarships and Financial Aid What You Need to Know

🧠 What Can AI Do?

AI systems are capable of:

Input System and User Prompts: Users can enter both system prompts and user prompts.
Model Selection: Users can select from multiple AI models (e.g., OpenAI and Grok)
Response Display: The app will display the responses from selected models side-by-side.
Token Usage Tracking: It will show the number of tokens used for each query.
Execution Time Measurement: The application will measure and display the time taken.

AI is not about replacing humans, but about augmenting human capabilities.

🚀 Common Types of AI

Narrow AI – Designed for specific tasks (e.g., chatbots)
General AI – Human-like intelligence (still theoretical)
Super AI – Intelligence beyond humans (conceptual)

🛠️ How AI Systems Are Built

FrankieOne’s internal support tooling was built on a legacy Vue.js 2.0 application that quickly became a bottleneck. The outdated framework required frontend expertise to manage even minor updates as internal operations expanded.

Collect relevant data
Clean and preprocess the data
Choose an appropriate model
Train the model
Test and improve performance
Deploy to production

🖼️ Visual Example

To begin, let’s take a look at the main tabs we will build for our AI Model Comparision App:

💻 Example Code Snippet

# Simple AI example: Text classification
from sklearn.naive_bayes import MultinomialNB

model = MultinomialNB()
model.fit(X_train, y_train)

print(model.predict(["AI is transforming technology"]))

📊 Popular AI Tools

Tool	Category
TensorFlow	Deep Learning
PyTorch	Research
OpenAI API	Language Models
Scikit-learn	Machine Learning

🔍 Real-World Applications

Congratulations on following this AI tutorial to build your own AI Model Comparison App! You have learned how to integrate Novai with Portkey, set up data sources, create a user-friendly interface, and implement the necessary logic to compare AI models.

Healthcare diagnosis
Recommendation systems
Autonomous vehicles
Virtual assistants

✅ Summary

AI is reshaping industries by improving efficiency and enabling smarter solutions. Understanding its fundamentals is essential for future-ready skills. If you have any doubts or questions as you continue your journey with Novai and Portkey, feel free to reach out to us on Slack.