garr
vald
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| garr | vald | |
|---|---|---|
| 1 | 13 | |
| 367 | 1,240 | |
| 0.8% | 3.7% | |
| 2.1 | 7.7 | |
| 10 months ago | 4 days ago | |
| Go | Go | |
| Apache License 2.0 | Apache License 2.0 |
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garr
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vald
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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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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
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[P] Vald: a highly scalable distributed fast approximate nearest neighbour dense vector search engine.
GitHub: https://github.com/vdaas/vald
Thank you for the nice feedback, actually, we have a link in the https://vald.vdaas.org top pages python logo is the link, but it's hard to find.
What are some alternatives?
Milvus - A cloud-native vector database, storage for next generation AI applications
Weaviate - Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
faiss - A library for efficient similarity search and clustering of dense vectors.
hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
alvd - alvd = A Lightweight Vald. A lightweight distributed vector search engine works without K8s.
annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
pgvector - Open-source vector similarity search for Postgres
You-Dont-Need-GUI - Stop relying on GUI; CLI **ROCKS**
yuruna - yuruna: a developer toolset for cross-cloud Kubernetes-based applications.
awesome-vector-search - Collections of vector search related libraries, service and research papers
featureform - The Virtual Feature Store. Turn your existing data infrastructure into a feature store.