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Questions tagged [milvus]

Milvus is a vector database. Use this tag for questions specific to Milvus. For questions about vector databases in general, use "vector-database" tag.

Milvus was created in 2019 with a singular goal: store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.

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on searching in milvus return single ID for list of vectors

I'm using milvus 2.1.2 I have data in this format: { ID : 001 Vec : { [0.01, 0.05, ...], [0.03, 0.08, ...], . . . [0.06, 0.09, ...] } ID : 002 Vec…
SANJAY PATIL
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Connect to Milvus standalone server (in docker container) from another docker container on the same host

When I run Milvus in standalone mode on docker (by executing docker-compose on the default Milvus docker-compose.yml file, resulting in the three containers being created), I cannot connect to the Milvus server from a task running in another docker…
Bernard Esterhuyse
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Milvus search and query return wrong result

I was trying to do a query search for some data in milvus, however, the return result does not satisfy the condition we offer. For example, I would like to search for a book in a time range and select a university, but milvus is still giving me the…
Chenyu Mao
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milvus query returns only one result

Milvus 2.1.2 I create one collection of entities made of one vector (vector) and one string (im_id). In other words, I associate one image id to each vector. I'm able to make research over the vector. I'm trying to make a query on the image id. Here…
Laurent Claessens
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Why is my vector precision lost in milvus?

I am using version 2.0.2 of Milvus. When I insert 100,000 double-precision floating-point vectors into Milvus. I later use the query interface to get the original vector based on the id. But the obtained vector, I found that has become a…
Jack
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The distributed version of Milvus 2.0 loads data without load balancing

For the distributed version of Milvus 2.0.2, I tested to increase the number of querynodes online. It seems that the data will not be load balanced, and the memory usage of newly started nodes is very low. It will be balanced after restarting the…
Chris Galbraith
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If I set auto_id=true, then I insert data into milvus concurrently. Will the id in Milvus be repeated?

If I set auto_id=true, then I insert data into milvus concurrently. Will the id in Milvus be repeated? I am using Milvus2.0.
Jack
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Did anyone deploy Milvus on kubernetes cluster on-premise?

I want to deploy Milvus to my kubernetes cluster on-premise and I follow this guide Step 1: I setup nfs server on my server with nfs-kernel-server (I'm able to mount to pod and mount to my other machine in the same network too) Step 2: I install…
coolflower
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Does anyone know the benchmark of Milvus 2.0 GA standalone?

When running Milvus 2.0 ga standalone using docker compose, what is the level of performance that can be expected for a collection of 100M 256-dimensional vectors (with an IVF_SQ8 index, nlist = 65536), in terms of # queries/second? The current…
coolflower
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I am not able to install Mlivus standalone through Helm

my-release-etcd-0 1/1 Running 0 3m58s my-release-milvus-standalone-8587d4796d-r579n 0/1 Running 0 3m58s my-release-minio-54fc79dbdf-gzlsh 1/1 Running 0 …
coolflower
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A question about the Milvus docker installation port

I know that when dockers installs Milvus, port 19530 is the Milvus port. I would like to know what port 19121 does and if it can be installed without mapping this port？ The dockers command to install milvus is as follows： sudo docker run -d…
Carmen Rivera
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A question about Milvus distance calculation

I have a question about distance calculation in Milvus. In Milvus, I use the L2 distance calculation to query a vector for top1 and Milvus returns a distance of 9.340524. whereas the distance I get between the query vector and the return using the…
Carmen Rivera
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I'm using GPU-enabled Milvus. But why it seems to me searching is sometimes slower than CPU-only Milvus?

I'm using GPU-enabled Milvus. But why it seems to me searching is sometimes slower than CPU-only Milvus? Are there any specific settings specifically for GPU-enabled Milvus?
Claire Borie
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Milvus : train and search on separte machines

I'm using milvus to make image similarity research in a dataset of around one million images. The basic setting is : milvus in one docker mysql in an other docker milvus reads/writes in the mysql database. Question : is it reasonable to have mysql…
Laurent Claessens
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Unable to access Milvus application

I installed Milvus on my mac using the documentation https://milvus.io/docs/install_standalone-docker.md After following all the steps I am able to see in my docker desktop under milvus name 3 images are running and the standalone is running on…
ts178
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