similarity-search-kit
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications. (by ZachNagengast)
Victor
What's our vector, Victor? Victor is a toy vector database written in Go. (by corlinp)
| similarity-search-kit | Victor | |
|---|---|---|
| 4 | 1 | |
| 278 | 5 | |
| - | - | |
| 6.5 | 3.8 | |
| about 1 month ago | about 1 year ago | |
| Swift | Go | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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.
similarity-search-kit
Posts with mentions or reviews of similarity-search-kit.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-05.
- Similarity-search-kit: on-device text embeddings and semantic search in Swift
- Show HN: SimilaritySearchKit – A package for local text embeddings with CoreML
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What Is a Vector Database
How are you guys thinking about the embedding generation side of things? It seems like that part has a generally hefty compute cost before it even gets into the index - I just open sourced a swift package to try to make that part as easy as possible, the example project exports directly to pinecone. https://github.com/ZachNagengast/similarity-search-kit
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I built a knowledge retrieval library in Swift, looking for feedback 🕵️
Check it out here: https://github.com/ZachNagengast/similarity-search-kit
Victor
Posts with mentions or reviews of Victor.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-05.
-
What Is a Vector Database
Also plugging my crappy vector database, which you probably shouldn't use for anything but a fun project, however it can be set up and used in seconds. https://github.com/corlinp/Victor
What are some alternatives?
When comparing similarity-search-kit and Victor you can also consider the following projects:
chroma - the AI-native open-source embedding database
cozo - A transactional, relational-graph-vector database that uses Datalog for query. The hippocampus for AI!
pgvector - Open-source vector similarity search for Postgres
GPT4Memory
lucene - Apache Lucene open-source search software
hnsqlite - hnsqlite integrates hnswlib and sqlite for simple text embedding search
faiss - A library for efficient similarity search and clustering of dense vectors.
similarity-search-kit vs chroma
Victor vs cozo
similarity-search-kit vs pgvector
Victor vs GPT4Memory
similarity-search-kit vs lucene
Victor vs hnsqlite
similarity-search-kit vs GPT4Memory
Victor vs chroma
similarity-search-kit vs faiss
Victor vs faiss
similarity-search-kit vs hnsqlite
Victor vs lucene