vald-client-python
vald
| vald-client-python | vald | |
|---|---|---|
| 1 | 13 | |
| 12 | 1,455 | |
| - | 0.6% | |
| 6.8 | 9.3 | |
| 7 days ago | 7 days ago | |
| Python | Go | |
| Apache License 2.0 | Apache License 2.0 |
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vald-client-python
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[P] Vald: a highly scalable distributed fast approximate nearest neighbour dense vector search engine.
Check out this repository for a Python example. https://github.com/vdaas/vald-client-python
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?
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
Milvus - A cloud-native vector database, storage for next generation AI applications
alvd - alvd = A Lightweight Vald. A lightweight distributed vector search engine works without K8s.
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 🦀 .
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