First Encounters with Evaluators

2023-06-14 · 5 min read

In the world of AI, every project comes with its unique set of challenges. One such adventure was streamlining the quiz review process at, and let me tell you, it was quite a journey. Imagine having to evaluate a staggering 1000 quizzes, each loaded with Multiple-Choice Questions (MCQs) generated by the powerful Chat GPT. The initial turnaround time for this colossal task was a whopping 3 weeks. But we were determined to find a smarter way to get the job done.

The Challenge: Diving into 1000 Quizzes

Our challenge was clear: 1000 quizzes, MCQs aplenty, and the occasional quirkiness from Chat GPT to watch out for. This was akin to exploring a treasure trove, but one where you had to tread carefully due to some AI-generated quirks.

The Art of Prompt Chains

Our solution was to master the art of prompt chains. Instead of reviewing each quiz manually, we devised a series of prompts. These prompts acted as our guiding lights, gently steering the AI, helping it understand the context better, and ultimately, making the review process more efficient.

The Secret Weapons: Google Search and Vector DB Embeddings

But we didn't stop there. We enlisted two powerful allies: Google Search and Vector DB embeddings. Google Search became our real-time fact-checking buddy, ensuring the accuracy of the content on the spot. Vector DB embeddings worked behind the scenes, diving deep into the nuances of context and meaning to ensure that every question and answer made perfect sense.

Data Management Made Easy: Google Sheets

Managing data for a thousand quizzes is no walk in the park. This is where Google Sheets came to the rescue. It helped us keep our data organized, categories neat, and references readily accessible.

AI as the Maestro: Elevating Review Accuracy

By orchestrating these elements – prompt chains, Google Search, Vector DB embeddings, and trusty Google Sheets – we crafted a symphony. This AI symphony not only reduced the review time to a mere 3 hours but also significantly enhanced the accuracy of our evaluations.

Conclusion: The Magic of AI Simplification

Our journey through this AI adventure highlights the power of simplification. We turned a daunting task into a streamlined process, showcasing the potential of AI in our ever-evolving landscape. Like a maestro conducting a symphony, we harmonized these elements to create something beautiful – a testament to the wonders of AI.

Feel free to dive deeper into this fascinating topic with your questions. The magic of AI awaits.

Computational Mama | Ambika Joshi

Loves and cares about deep, caring and evolved entanglements with AI.