milvus-io/milvus

feat: complete bitwise operator family — add ~ (NOT), << and >> (shifts) to filter expressions 2 days ago

good first issue kind/feature

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Enhancement]: Reduce CPU overhead in delegator waitTSafe under high concurrency 2 days ago

kind/enhancement good first issue

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Milvus 2.6.18 + Woodpecker (remote OSS): streaming recovery failures with reader temp info not found and pchannels stuck in ASSIGNING 2 days ago

kind/bug help wanted triage/accepted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature] Persist a term dictionary as shared infrastructure for lexical features (suggester, fuzzy, ...) 2 days ago

help wanted kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

Milvus can not use oracle cloud object storage 3 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: 使用Milvus Operator 离线部署 Milvus 集群，提供了外部S3作为存储，配置不生效 6 days ago

help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

enhance: include field name and actual type in expression type-mismatch errors 6 days ago

kind/enhancement good first issue

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

feat: add native UUID field type (usable as primary key) 7 days ago

good first issue

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

enhance: clean up -Wunused-variable warnings in segcore C++ build 7 days ago

kind/enhancement good first issue

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Enhancement] Support fuzzy (edit-distance) text matching: text_match_fuzzy (good first issue) 7 days ago

kind/enhancement help wanted good first issue

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature] function_score / scored boolean: compose relevance score from multiple signals 9 days ago

help wanted kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Enhancement] Extend ORDER BY: lift hybrid/rerank restrictions and support ORDER BY aggregate 9 days ago

kind/enhancement help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Enhancement] Richer aggregations: range/histogram buckets, count_distinct, aggregation with hybrid search, HAVING 9 days ago

kind/enhancement help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Log Module support print NodeID 10 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: streamingcoord is unable to assign pchannel to streamingnode. 13 days ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Adding rate limiting to the Flush API 14 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Support date && datetime type 14 days ago

good first issue kind/feature hacktoberfest

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Improve milvus cli 15 days ago

good first issue kind/feature hacktoberfest

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Add retry for etcd operation 16 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: bitwise AND and OR operators in filter expression 18 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: HNSW_SQ in Go Client 18 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Can milvus adapt to open source storage CubeFS 19 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Support ALL, ANY for Array types 20 days ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: no available shard leaders: channel not available about 2 months ago

help wanted kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Enhancement]: Proposal: document common RAG failure modes on Milvus using the WFGY 16-problem map about 2 months ago

kind/enhancement good first issue stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[FR] streamingcoord: support load-aware weighting in vchannelFair balancer (byte-rate or memory-pressure term) about 2 months ago

help wanted kind/feature triage/accepted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Failed to write into disk 2 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: dependency failed to start: container milvusdb exited (2) 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Unknown server type = indexnode 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: [grpclog/grpclog.go:155] ["[core][Channel #3 SubChannel #4]grpc: addrConn.createTransport failed to connect to {Addr: \"etcd:2379\" 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: After running for a few days, it will suddenly shutdown 2 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: milvus-standalone container crashes when entities in collection grows to millions by losing connection to etcd 2 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Query data failing to return data in Milvus 2.6.2 2 months ago

kind/bug help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: milvus2.6.4 memory didn't optimized. 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: libiberty 2 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

kind/bug help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: streamingnode: AWS Error NO_SUCH_UPLOAD during CompleteMultipartUpload 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: SCANN returns abnormally few hits on the whole collection; subsets return more 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: The deb version of milvus2.6 is configured with minio, which can write data to milvus, but minio has no data 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: 虚拟机中 deb部署模式修改 defaultRootPassword无效 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: when bulk loading data into milvus, the streaming node's memory becomes unbounded and keeps increasing until it crashes. and i can't restore the system afterwards 2 months ago

kind/bug help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Fail to get a new connection for: https://milvussadev.blob.core.windows.net. Couldn't resolve host name 2 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]:milvus Authentication Failure After Customizing Credentials in Standalone Deployment 3 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: not supported to do arithmetic operations between multiple fields 3 months ago

kind/enhancement good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: SHA-3 Support in Milvus 3 months ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: failed to get vector, faiss inner error at /workspace/source/internal/core/src/index/VectorMemIndex.cpp:562 3 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: k8s部署milvus分布式集群，只生成了minio和etcd相关的pod，其他milvus和pulsar相关pod未生成 4 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Milvus memory usage is higher than expected 4 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Is there anything wrong in DEVELOPMENT.md 4 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: 单pvc 多副本无法实现各节点的日志持久化 5 months ago

help wanted triage/accepted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: error from abseil when make milvus 5 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Support ARRAY_MATCH_ALL && ARRAY_MATCH_ANY Grammer 5 months ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Support Blob datatype 6 months ago

good first issue kind/feature hacktoberfest

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: expr 'xxx == null ' api response error is unreasonable 6 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: I have changed /etc/milvus/configs/milvus.yaml, but it do not work. 6 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: gosdk 2.5 milvusclient.Client.Search() cannot handle Vector(float16) correctly 7 months ago

help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Milvus query node does not work when using AWS S3 with pod-identity. 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Modifying the Minio port number resulted in standalone startup failure 7 months ago

help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: cannot build libngt on OpenCloudOS 9 7 months ago

help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: 2.5 has significantly worse search latency than 2.4 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: BalanceChecker has triggered stopping balance for all collections in one round 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Docker Container fails to start with Docker compose 7 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: IVF_PQ search returns different results between two identical collections 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: 查询超时报错：Deadline exceeded 7 months ago

kind/bug help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Standalone doesn't start up due to 19530 in use when using S3 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: query_iterator unable to query out all the data 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Assert "column != nullptr" error when querying newly added fields on old segments 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: etcd data not persisted in docker-compose-apple-silicon.yml 7 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Minimum requirements to run DiskANN with small embeddings in Milvus 2.6.2 (Standalone, MinIO, ETCD) 7 months ago

help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Improve bulkinsert usage 7 months ago

AI Summary: This feature request aims to significantly improve the user experience and performance of the `bulkinsert` functionality. It identifies three key areas for improvement: providing tools to easily prepare bulkinsert files, offering detailed status updates on bulkinsert operations (e.g., indexing complete, ready to read), and adding comprehensive support for bulkinsert features via the RESTful API.

Complexity: 4/5

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Backup users and groups and other infromation 7 months ago

AI Summary: The current Milvus backup tool only supports backing up collections and data. This feature request aims to extend its functionality to include other critical information stored in etcd, such as users and groups, which are currently not covered by the existing backup mechanism.

Complexity: 4/5

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Docker Container Build stuck on conan, slow libiberty mirror 7 months ago

help wanted stale area/compilation

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Milvus GPU (CAGRA) benchmark stuck at “Milvus optimizing before search” Description 7 months ago

kind/bug help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Issue with etcd Upgrade to 3.5.18 after Milvus 2.5.6 Upgrade (CrashLoopBackOff State) 8 months ago

kind/bug help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Enhancement]: Use fnmatch replace boost regex 8 months ago

kind/enhancement good first issue stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Search by ID 8 months ago

good first issue kind/feature

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Something Get Wrong When I run ‘client = MilvusClient’ in pymilvus case. 8 months ago

help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Milvus snapshot files and index files deleted from S3 after reboot 8 months ago

help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

Why CPU usage is too high 8 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: overwriete client 8 months ago

help wanted triage/needs-information

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: failed to load collection after querynode crushed 8 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: minio username and password are hardcoded 9 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: l0CompactionTask failed to build compaction request Selected zero L1/L2 segments for the position=timestamp 9 months ago

help wanted triage/accepted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]:milvus_core can`t find and Compiling is extremely slow 9 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: 2.5.17 Upgrade 2.6.0 Error 10 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: milvus composed by Docker, crashes every one or two days 10 months ago

kind/bug help wanted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: After migrating data from Milvus 2.5.6 to Milvus 2.6.0, some data collections failed to load and remained stuck at 50% 10 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: StreamingNode fails to read Kafka configuration and always attempts to connect to localhost:9092 10 months ago

AI Summary: The Milvus StreamingNode (v2.6.0, cluster mode with Kafka) fails to read the configured Kafka address from `default.yaml`, consistently attempting to connect to `localhost:9092`. While other Milvus components correctly connect to the specified Kafka address (e.g., `21.91.127.98:9092`), the StreamingNode's misconfiguration leads to connection failures.

Complexity: 2/5

kind/bug help wanted triage/accepted

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: mem_size is no longer returned in get_query_segment_info 10 months ago

help wanted stale resolution/by-design

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: MixCoord fails on Cluster Deployment v. 2.5.14 10 months ago

help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Slow search due to specified radius 10 months ago

help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: external kafka preCreatedTopic names inoperative 10 months ago

help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug] Standalone v2.6.0‑rc1 exits with code 134 (fails to connect external etcd), etcd.endpoints ignored 10 months ago

help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: connection lost detected, shuting down,disconnected from etcd and exited 10 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Feature]: Implement Timestamp Data Type in Milvus 10 months ago

good first issue kind/feature hacktoberfest

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: （It cannot be started after using pulsar）panic: runtime error: invalid memory address or nil pointer dereference 10 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Issues with standalone_embed scripts 10 months ago

kind/bug help wanted triage/needs-information stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Scalar Index Construction Issues. 10 months ago

kind/bug help wanted severity/critical

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: prometheus无法获取监控指标，但是metrics接口是正常暴露的 10 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

[Bug]: Unsupported system page size 11 months ago

kind/bug help wanted stale

milvus-io/milvus

45.0K

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go

#anns#cloud-native#diskann#distributed#embedding-database#embedding-similarity#embedding-store#faiss#golang#hnsw#image-search#llm#nearest-neighbor-search#rag#vector-database#vector-search#vector-similarity#vector-store

Open Issues Need Help