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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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After milvus is started, where is the newly inserted data stored?

I follow this link to start Milvus1.1.1. After I started it successfully, I inserted some data into it. But I don't know where my data is saved.
Jack
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How to export data from Milvus?

We are using Milvus2.0 for vector search. And Milvus is positioned as a database. So it should provide an efficient way to export data from it. After reading Milvus Website, I only find an API named "query" to obtain vectors from Milvus. Then I test…
Chris Galbraith
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How to deal with Interference in Large Model-Driven Vector Databases for Textual Similarity？

I'm using a vector database, and the more I use it, the more I realize there might be an issue. Currently, I'm using OpenAI's embedding interface to convert text into vectors and store them in the vector database. However, it seems that shorter…
lybtt
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How much memory is allocated to query node(s) of Milvus?

I am working with Milvus standalone (v2.2.6). In Milvus limitations it is specified that the data to be loaded has to be less than 90% of the memory allocated to the query node(s). I have a requirement where I need to know how much memory is…
ARIJIT SINGH
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How to use 'refresh' flag in LoadCollectionParam properly?

In the code I found the next comment: // refresh: // This flag must be set to FALSE when first time call the loadCollection(). // After loading a collection, call loadCollection() again with refresh=TRUE, // the server will look for new…
IKo
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AttributeError while using Milvus

[AttributeError: 'list' object has no attribute 'reshape'. Can anyone help to resolve why I'm getting this error in last for loop. Here I'm using open Ai api and getting embedded data for pdf text and now I want to store it on milvus database which…
Rohan Vidhate
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How can I get more 'context-aware' results from Vector Similarity Search

I'm writing a document QA program that ingests a pdf document, runs an OpenAI ADA embedding over the documents and then stores the document in a vector db for later querying. The problem is that when I run queries on the index, it gets some of the…
egremont of yorke
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Deploy Milvus on AKS with custom number of vector size

I am trying to deploy milvus on AKS cluster. The helm chart (https://milvus.io/docs/install_cluster-helm.md#Install-Helm-Chart-for-Milvus) is working fine with the default values. But, I am increasing the vector size along with the others parameters…
Darshana Patel
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'this version of sdk is incompatible with server, please downgrade your sdk or upgrade your server' error when I try to connect to the milvus server

I'm trying out Milvus implementations on a jupyter notebook, but I run into an error when I try to connect to the Milvus server. I'm attaching the cell and the corresponding error for reference. Note that I'm using pymilvus 2.2.9. Connect to Milvus…
akash
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Milvus 2.2.8 stuck at create_index, why?

enter image description here How should I solve it？
黄晓盈
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Milvus standalone configuration with a PersistentVolumeClaim

I am planning on deploying Milvus standalone on our Kubernetes cluster using the helm chart. Here is what I have as the command to do that: helm install milvus-release milvus/milvus --namespace ingress-basic --set cluster.enabled=false --set…
Manish Ballav
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can we deploy milvus standalone in aws ec2?

i was following the documentation, but there is a process for only milvus cluster. But I want to deploy milvus standalone in my aws ec2. Is there any specific process?
Akash Karmacharya
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milvus-backup do not see restored via mc files to minio

Please, advice , attempting to backup outside minio my milvus collections but it seems I am missing something and restored copy is not seen in my backup minio folder by the milvus-backup tool so it cannot be restored , the comands I execute are as…
R2D2
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Milvus, similarity search by cosine

How to apply cosine similarity calculation in Milvus when search for Float Vectors, without normalizing the vectors in-place ?
faraway0621
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Binary Classification [Text] based on Embedding Distance?

I have 30 news articles that I love and would like to find more of. I created embeddings using DistilBert and saved to Faiss and Milvus in dbs called ILoveTheseArticles (I'm trying both out). These feature vectors have the same dimensions and max…
Tailor Johnson
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