Comments (11)
Hello @furkanshaikh313,
Can you be more explicit? What are you trying to search? This library is to search based on embeddings
from vectordb.
I want to be able to save different types of data inside a vector database with having the ability to retrive data easily @JoanFM can you help me on that?
from vectordb.
What kind of data you want to store. Right now, vectordb allows to store data in a specific format schema
from vectordb.
Like mainly text but it would be amazing if i can save images and audio as well
from vectordb.
You can define the schema like this:
from docarray import BaseDoc
from docarray.documents import ImageDoc, TextDoc, AudioDoc
class MyDoc(BaseDoc):
text: Optional[TextDoc]
image: Optional[ImageDoc]
audio: Optional[AudioDoc]
embedding: NdArray
from vectordb.
so should i use this with vector db?
from vectordb.
yes, u can use this, define a schema that satisfies ur needs, and u can do this
from vectordb.
by the way @JoanFM do you know a way i can like host this 24/7 on cloud for free?
from vectordb.
I do not think there are options to host for free. You can check JCloud option, were it would scale to 0 and u would only pay when it actually receives requests
from vectordb.
hmm Listen I am thinking of using this on a big project of mine and it need to be able to handle different customers and not intermix anything is that possible?
from vectordb.
multitenancy is not supported. You would need to create an index for each of ur customers
from vectordb.
Related Issues (20)
- Fix HNSWVectorDB implementation
- Pass all RuntimeConfigs to Docarray Executors HOT 1
- Allow select `search_field`
- Allow passing `filter` at search time HOT 1
- Think about containerization journey HOT 1
- Think about deploying to cloud journey
- Handle properly workspace
- Pass find parameters
- Test serving in integration tests
- Publish and test e2e
- VectorDB hosted solution takes a lot of time to push vectors HOT 13
- Recent Jina update breaks vectordb initialization HOT 2
- Does vectordb search the document only with embedding? HOT 4
- Instruction for using the dockerfile is not found in readme file HOT 2
- Itterate over items in database HOT 2
- ignore this issue HOT 2
- Using poetry HOT 4
- Cannot restore large index HOT 3
- Missing `__validators__` property with `pydantic>=2` HOT 6
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 vectordb.