Comments (3)
Hi and thank you!
I don't have much time now, but the use case you brought up is very interesting!
I think you should be able to do that if you pre-compute the image embeddings, create a dummy collection, and set the text encoder correctly.
Here you find instructions on how to load pre-computed embeddings.
For the dummy collection, I would load something like:
collection = [
{"id": "img_1", "text": "path/to/img_1"},
{"id": "img_2", "text": "path/to/img_2"},
{"id": "img_3", "text": "path/to/img_3"},
{"id": "img_4", "text": "path/to/img_4"},
]
Let me know if you manage to make it work! :)
from retriv.
Thank you,
I've missed that it is possible to load precomputed embeddings. Nice to know!
Though, for document texts, I'd prefer to use the descriptions and tags.
from retriv.
Hi, I have some ideas for image search.
Unfortunately, I do not have time to deepen into it right now.
Therefore, I'm closing this for now.
I'll let you know if there is any update on this.
Thank you.
from retriv.
Related Issues (20)
- BM25 time complexity HOT 1
- Doc strings HOT 4
- I would like to see `retriv` part of the Search Benchmark, the Game
- [Feature Request] Allow GPU for query embedding HOT 1
- Minimal example for Hybrid Search fails HOT 3
- Input file format HOT 2
- [Feature Request] Add documents to index after initializing? HOT 1
- Multiprocess error triggers while trying example code HOT 3
- [BUG] Corrupted log when using SearchEngine HOT 9
- Does Advanced Retrieve support semantic searching? HOT 1
- [Feature Request] build index on a sequence of json/jsonl files HOT 3
- Compare retriv's permance to rank_bm25 and pyserini HOT 4
- HybridRetriever raise KeyError: -1 if the len of doc less than 1_000 HOT 1
- autotune Function Usage Example HOT 1
- ANN_Searcher not dealing with -1 returned by faiss_index.search()
- fsspec==2023.12.2 does not allow '**' in path
- HybridRetriever does not respect cutoff when calling sub-retrievers and the merger
- [BUG] Segmentation fault (core dumped) HOT 1
- Getting Out of Memory Error HOT 1
- using another ANN
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from retriv.