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Nmslib Alternatives
Similar projects and alternatives to nmslib
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qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
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Milvus
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
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TorchPQ
Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda
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knowhere
Discontinued Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better nmslib alternative or higher similarity.
nmslib reviews and mentions
Posts with mentions or reviews of nmslib.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-16.
- Vector search just got up to 10x faster and vertically scalable
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The Missing ”WHERE” Clause for Vector Search
Amazon's Opensearch (fork of Elasticsearch) natively supports vector-based approximate KNN (using https://github.com/nmslib/nmslib/) which is integrated with Opensearch's native filtering functionality. Elasticsearch also has similar functionality, but I don't know if their KNN code scales quite as well.
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Vector Search Indexes
nmslib (https://github.com/nmslib/nmslib) supports sparse vectors for some of its spaces. It has fewer indexing methods than faiss, though.
https://github.com/nmslib/nmslib/blob/master/manual/spaces.m...
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Are there more practical tools for KNN searches and storing documents/embeddings?
I also needed to build a similar system and I used nmslib, maybe check it out - https://github.com/nmslib/nmslib
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A note from our sponsor - WorkOS
workos.com | 18 Apr 2024
Stats
Basic nmslib repo stats
4
3,276
0.0
about 1 month ago
nmslib/nmslib is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of nmslib is C++.
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