1. Use ChatGPT-4o, upload a picture (for me I had a Titanic poster, you know..) with prompt "convert this photo to studio ghibli style anime."
2. Visit Movii.ai, log in with Google, upload the generated image as the first frame, pick a model (e.g. Wan/Vidu), choose 720p resolution, and set the duration to 5 seconds. I generated over 10 videos, totally free, no cc needed
3. Wait about a minute and voilà!
Check out what I got! (was very excited about this!!) =]
The thing is to make ElasticSearch scores "comparable" to Milvus scores. Lots of ways to do this, but there's no single good solution. For example you could calculate BM25 score offline, or use TF-IDF score to do some kind of filtering. Again there's no single perfect answer. You'd have to do a lot of experiment according to your own use case and your own data to get the best results.
Also a lot of tuning needs to be done during all phases:
1) query pre-processing
2) query tokenizing
3) retrieval
4) ranking and reranking
I personally would not trust any universal "hybird-search" solutions. All toy demos.
It usually takes 5-10 good engineers to build a decent search engine/system for any real use case. It also requires a lot of turning, tricks, hand-written rules to make things work.
IMO vector databases should not mess with ElasticSearch.
The real focus should be to improve the recall of vector search. Pity that nobody is doing real AI research here. Money wasted in marketing and branding.
Totally agree. The thing is that ElasticSearch does not meet our requirements in vector searching.
I am currently running with Milvus + ElasticSearch, works perfect. The latest Milvus version is super fast and scalable (>50M vectors). Haven't tried Zilliz Cloud. Have to find out what the cost is.
I am old school. IMO ElasticSearch is only good for keyword search and these so called "vector databases" products are only good for vector search.
1. Use ChatGPT-4o, upload a picture (for me I had a Titanic poster, you know..) with prompt "convert this photo to studio ghibli style anime."
2. Visit Movii.ai, log in with Google, upload the generated image as the first frame, pick a model (e.g. Wan/Vidu), choose 720p resolution, and set the duration to 5 seconds. I generated over 10 videos, totally free, no cc needed
3. Wait about a minute and voilà!
Check out what I got! (was very excited about this!!) =]
https://movii1s1.mai-cdn.com/projectt/video/655635988205062_...
I have tried AI tools like Freepik and Pollo.ai in the last couple months, Movii.ai is very new but feels cleaner and has no hidden tricks.
LGTM so far.