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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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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-11-03.
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 | |
|---|---|---|
| 1 | Milvus | 24,287 |
| 2 | Weaviate | 8,273 |
| 3 | alvd | 50 |
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