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Top 3 Go vector-search Projects
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Faiss is a library that supports indexing, not a fully-fledged vector database on its own. Milvus uses Faiss with a few other libraries to build a full vector database (https://github.com/milvus-io/milvus#acknowledgments).
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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.
In this tutorial, I introduce Weaviate, an open-source vector database, with the thenlper/gte-base embedding model from Alibaba, through Hugging Face's transformers library.
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Go vector-search related posts
- How to use Weaviate to store and query vector embeddings
- Choosing vector database: a side-by-side comparison
- Weaviate vector database
- Weaviate 1.21: Support for ImageBind and GPT4all and more
- Weaviate Vector Database
- Pros and cons of vector search in elastic?
- Weaviate OSS Vector Database
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A note from our sponsor - Onboard AI
getonboard.dev | 5 Dec 2023
Index
What are some of the best open-source vector-search projects in Go? This list will help you:
Project | Stars | |
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1 | Milvus | 24,287 |
2 | Weaviate | 8,273 |
3 | alvd | 50 |