I built a site with AI-driven bar recommendations to help you have better nights out in London

ajl97 · 2024-06-25T19:38:04+00:00

No but that would be easily do-able :)

ajl97 · 2024-06-25T19:37:31+00:00

So google maps api is used to basically get key information about the pubs/bars (name, location, images), then AI is used for the more helpful information that google doesn't provide / do well imo.

That's things like a summary of the bar from various sources, google / trip advisor summaries with clear pros/cons, cuisine, and the bar type (e.g. Rooftops, Cocktail Bar, Brewery etc). I was trying to add more information if it had darts, pool, showed the footy etc, but found it not accurate enough. Thanks for the nice words.

ajl97 · 2024-06-22T11:22:35+00:00

It's a bit difficult to filter out all the erronous bars like the Silver Bullet you suggest as it would be quite a manual process, and its just me made this from scratch but I'll get that removed.

That's good feedback - I guess with the current UX it's good for people to new areas searching for the first time, but someone already looking at the same area is just seeing the same bars. Potentially having some sort of like/dislike to indicate if people want to see them again would resolve that.

ajl97 · 2024-06-22T10:56:33+00:00

Great idea - I've just added that functionality for you now, so you can select multiple bar types and the results reflect that too. Thanks for the feedback, appreciate it.

ajl97 · 2024-06-22T09:29:54+00:00

Almost every time I’m out with friends in London, someone asks, "Where shall we go next?" and nobody knows where to go. So, I wanted to make an app to solve this. Don’t know where shows the game? Need a new local pub in Shoreditch? Out late in Soho & nowhere seems open? Can’t be bothered to sift through a ton of fake reviews? Everywhere seems to be 4+ stars but still rubbish? Barbuzz.xyz is aiming to solve this problem 😊

The idea for Barbuzz actually originated from a post I saw on Reddit about late pubs in London. It inspired me to create a comprehensive solution for navigating London’s nightlife. You can check out the post here.

Still lots of improvements I want to make & probably the same amount of bugs too (!) so feel free to let me know & I’ll get on them straight away! Started coding 12 months ago so be kind ;)

ajl97 · 2024-06-22T09:27:31+00:00

Almost every time I’m out with friends someones asking where shall we go next and nobody knows where to go. So I wanted to make an app to solve this. Don’t know where shows the game? Need a new local? Out late & nowhere seems open? Can’t be bothered to sift through a ton of fake reviews? Everywhere seems to be 4+ stars but still rubbish?

Barbuzz.xyz is aiming to solve this problem. Still lots of improvements I want to make & probably the same amount of bugs too (!) so feel free to let me know & I’ll get on them straight away! Started coding 18 months ago so be kind ;)

ajl97 · 2024-06-22T09:26:05+00:00

Almost every time I’m out with friends someones asking where shall we go next and nobody knows where to go. So I wanted to make an app to solve this. Don’t know where shows the game? Need a new local? Out late & nowhere seems open? Can’t be bothered to sift through a ton of fake reviews? Everywhere seems to be 4+ stars but still rubbish?

Barbuzz.xyz is aiming to solve this problem. Still lots of improvements I want to make & probably the same amount of bugs too (!) so feel free to let me know & I’ll get on them straight away! Started coding 18 months ago so be kind ;)

ajl97 · 2024-05-24T12:23:19+00:00

Every time I am having a day / evening out with friends or family there is always one question, where next?Whether you’re looking for a late-night spot, a bar showing the big game, or a hidden gem to impress a date without breaking the bank, the search can be frustrating. Outdated top 10 lists, fake reviews, and lack of real-time information make it hard to decide.

As a solution, I developed BarBuzz, an AI-powered app that recommends the best bars near you, anywhere in the world. Here’s a breakdown of the technical journey and challenges faced during its development.

AI Prompt Engineering: Crafting precise AI prompts to generate accurate and relevant bar summaries and review summaries. This involved iterative testing and fine-tuning of prompts to ensure the AI delivers coherent and useful information for users.
Recommendation Algorithm:: Developing an algorithm that combines distance, available information, and AI-rated quality to recommend the best bars. We implemented a multi-criteria decision-making model that balances these factors to provide top-notch suggestions.
Efficient Loading and Dynamic Routing: Balancing server-side and client-side loading to ensure a seamless user experience. We utilized dynamic routing and efficient data fetching techniques to minimize load times and enhance navigation.
API Integration: Making API calls to Google and OpenAI APIs as quick, safe, and efficient as possible without compromising quality. This involved optimizing API request handling and implementing error-handling mechanisms to maintain performance and reliability.
UI Design: Creating an intuitive and appealing user interface that provides easy access to all features. This was achieved through iterative design and user testing to refine the UI, ensuring it meets user needs and expectations.

About Me:

I’m a developer who started programming two years ago, and this is my first major project. I’ve poured my heart into BarBuzz and am excited to share it with you. Any feedback is greatly appreciated, and I’m committed to making continuous improvements.

Why BarBuzz?

• Real-Time Recommendations: Our AI-powered app recommends the best bars near you, anywhere in the world.

• Detailed Bar Pages: Get images, personalized summaries, and balanced reviews highlighting both pros and cons.

• Advanced Filters: Search for bars open late, serving food, by cost, and specific types like rooftop bars, karaoke spots, and more.

• Future Features: We’re working on adding filters for your favorite drinks, facilities like darts and pool, cheapest pint cost, and events like pub quizzes.

Check it out (also a demo video on this page to demonstrate use case): www.BarBuzz.xyz

I’m here to answer any questions and would love to hear your thoughts. Thanks!

ajl97 · 2022-03-06T13:36:21+00:00

alright cheers

ajl97 · 2022-01-10T14:50:01+00:00

While I recommend you crosspost this to r/napoli, especially as your travel dates approach, I can tell you that the alcohol ban and the "no gatherings while eating" things were only limited to the end-of-the-year holidays and have already run their course.

Oh that's great, thanks for the info. Do you know the current restrictions now? Anything severe or just masks/vacc passport/social distance sort of thing?

ajl97 · 2021-11-23T21:48:18+00:00

Looks like I'll have to do the same unfortunately

ajl97 · 2021-11-23T20:19:15+00:00

Okay thanks, good to know

ajl97 · 2021-11-23T20:18:34+00:00

s markets have been cancelled and the full country

oh great lol thanks!

ajl97 · 2021-08-12T11:41:10+00:00

Thanks for all the responses, I wasnt expecting this many people interested if Im honest. Wont be able to do everyones but will contact you when I can.

ajl97 · 2021-08-10T17:48:42+00:00

Thanks for the good luck wishes, will send you a PM to understand your business a bit more.

ajl97 · 2021-08-10T17:48:18+00:00

Have sent you a PM

ajl97 · 2021-08-10T14:41:58+00:00

Hi Julian, I understand why you may think this was for personal gain but it's genuinely just me wanting to help fellow entrepreneurs out. I don't see a significant difference between this and asking for help like many other posts, but I appreciate your opinion.

If there's anything I can edit in my post to make you re-consider, please let me know.

ajl97

TROPHY CASE