Top 3 Go vector-database Projects
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Project mention: Show HN: Turning books into chatbots with GPT-3 | news.ycombinator.com | 2023-01-24
If you sprinkle in a bit of infrastructure, I think we're already there. The ability to distill a variety of content into vectors and perform approximate nearest neighbor search (shameless plug: https://milvus.io) across all of them can really help power a lot of these applications. With the retrieved vectors, you could match questions with answers or create a reverse index to the original content to perform summarization.
With that being said, one of the main challenges ahead will be multimodal learning. We're sort-of there combining text with visual data, but there are many other modalities out there as well.
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Weaviate
Weaviate is an open source vector search engine 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.
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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Project mention: What’s your process for deploying a data pipeline from a notebook, running it, and managing it in production? | reddit.com/r/dataengineering | 2022-10-13
Feature store: new hot one: https://www.featureform.com/
Index
What are some of the best open-source vector-database projects in Go? This list will help you:
Project | Stars | |
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1 | milvus | 14,836 |
2 | Weaviate | 3,304 |
3 | featureform | 1,187 |