alvd
vald
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| alvd | vald | |
|---|---|---|
| 1 | 13 | |
| 50 | 1,453 | |
| - | 1.2% | |
| 0.0 | 9.4 | |
| almost 3 years ago | 6 days ago | |
| Go | Go | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
alvd
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Vald: A Highly Scalable Distributed Vector Search Engine
This might be of interest to some - Vald without the Kubernetes requirement (or integration): https://github.com/rinx/alvd
vald
- What is the reason for using go mod replace like this?
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Top 10 Best Vector Databases & Libraries
Vald (1.2k ⭐) → A highly scalable distributed fast approximate nearest neighbor dense vector search engine. Vald is designed and implemented based on the Cloud-Native architecture. It uses the fastest ANN Algorithm NGT to search neighbors. Vald has automatic vector indexing and index backup, and horizontal scaling which made for searching from billions of feature vector data.
- open-source google-like search for workplace knowledge
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[P] Embeddinghub: A vector database built for ML embeddings
Another approximate nearest neighbor system to look at: https://vald.vdaas.org/
- Vector Search Indexes
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Vald: a highly scalable distributed fast approximate nearest neighbour dense vector search engine.
Web: https://vald.vdaas.org
GitHub: https://github.com/vdaas/vald
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Hacker News top posts: Apr 9, 2021
Vald: A Highly Scalable Distributed Vector Search Engine\ (26 comments)
- Vald: A Highly Scalable Distributed Vector Search Engine
What are some alternatives?
hnsw-grpc-server - gRPC server for hnswlib
Milvus - A cloud-native vector database, storage for next generation AI applications
vald-client-python - A Python gRPC client library for Vald
faiss - A library for efficient similarity search and clustering of dense vectors.
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.
hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
You-Dont-Need-GUI - Stop relying on GUI; CLI **ROCKS**
pgvector - Open-source vector similarity search for Postgres
awesome-vector-search - Collections of vector search related libraries, service and research papers