citrus
vald
| citrus | vald | |
|---|---|---|
| 1 | 13 | |
| 93 | 1,463 | |
| - | 1.2% | |
| 7.6 | 9.3 | |
| about 1 month ago | 1 day ago | |
| Python | Go | |
| Apache License 2.0 | Apache License 2.0 |
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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.
citrus
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Created a smol vector database in my free time. Looking to provide a LangChain integration soon!
It supports all the basic features like creating an index, inserting vectors and searching through them. Here's the GitHub link if anyone's interested in going over it: https://github.com/0xDebabrata/citrus
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?
pgANN - Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Milvus - A cloud-native vector database, storage for next generation AI applications
vector-db-benchmark - Framework for benchmarking vector search engines
faiss - A library for efficient similarity search and clustering of dense vectors.
vector-search-compilation - A compilation of Vector Search Databases
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.
awesome-vector-database - A curated list of awesome works related to high dimensional structure/vector search & database
hora - 🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
alvd - alvd = A Lightweight Vald. A lightweight distributed vector search engine works without K8s.
pynndescent - A Python nearest neighbor descent for approximate nearest neighbors
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python