The framework is Jina (https://github.com/jina-ai/jina/) so it's pretty high-level. You can see the indexing/search Flow on lines 37-52 of https://github.com/alexcg1/jina-meme-search-example/blob/mai...
For image search we use Big Transfer Encoder (https://github.com/jina-ai/executors/tree/main/jinahub/encod...) but may switch to CLIPImage encoder at some point
This example is quick and dirty, indexing only about 1,000 images from a dataset we pulled from Kaggle. So if results suck, that's due to either the meme you search for not being in the dataset, or it just didn't get indexed in the random batch of 1,000.
Not trying to be harsh here, but if you only index 1000 random images and call it a meme search then it's going to suck. So it sucks because you all really didn't think this through. What are we supposed to take away from this? I have no way to evaluate the usefulness of the tech because it isn't capable of doing anything atm.
"Shrek 5 minutes"
None of the results is Shrek.
Ok... may be something simpler: "Shrek"
Same...
"Eric andre shoot" | "Eric andre kill"...I'm getting the drake meme.
But searching for "Who killed" works.
Also this might just be me but it would be nice if the search bar also worked by pressing "Enter" after a query.
Really hoping Streamlit supports that in future.
Had I known it would blow up I would've indexed more!
not useful for me, since I usually want a meme to match a mood or theme
The trigram thing might just be a weird glitch in the pretrained model we're using (sentence-transformers/paraphrase-distilroberta-base-v1)
Creating a new web account loads the tutorial page, but it's a little confusing at first how to add a node. Also, there are quite a few spelling and grammar errors on that page which will make an unfair negative impression. If you clean those up you will get more conversions.
Examples:
It's my job to keep your complicated brain neat and tidy and remember **things** for a long time!
Here's how you can **create** a neat Note Garden.
2. Structure what you have learned and put **it** in order.
I even take care of your knowledge so that you won't forget **it** for the rest of your life!
(The road to being a great gardener** was **not easy, but we did it!)
On the landing page 'Write Smartly' is correct English, but people rarely use the word this way - although it is technically correct it feels weird, and you don't want to create that feeling on a landing page. 'Write Smart' would be better.
Also, you wrote 'Law students - People who study for a long time that should not be forgotten'. I suggest 'Law students - People who need to study and retain knowledge for a long time.'
These are small language errors, but they would be very quickly noticed by your target audience.
Finally, the desktop sign-in with Google seems not to work - it opens a blank window and then closes again. Maybe it is just from server load right now.
Anyway I like it a lot and will consider using it regularly. I am more of a pencil-and-paper note person but this is one of the nicest digital notebooks I've found.
More often I have seen that the top comment on the article is completely opposite perspective of what is in the article. For example, if article is about why Flutter or Go is amazing we will see why both are worst choices ever as top comment here.
I think it just proves people feel the "need" to comment only if they disagree. If they agree with article they don't bother explaining and hence low comment count. In short, a controversial topic will generate lot of engagement and hence other social network don't bother moderating and let people engage in harmful behaviours to society at whole.