GPT4Memory
By jn2clark
similarity-search-kit
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications. (by ZachNagengast)
| GPT4Memory | similarity-search-kit | |
|---|---|---|
| 1 | 4 | |
| 1 | 278 | |
| - | - | |
| 3.5 | 6.5 | |
| about 1 year ago | about 1 month ago | |
| Assembly | Swift | |
| - | Apache License 2.0 |
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.
GPT4Memory
Posts with mentions or reviews of GPT4Memory.
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
In the quest for ultimate speed, I started developing a vector database in assembly using gpt4 as a side project https://github.com/jn2clark/GPT4Memory.
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
-
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
-
I built a knowledge retrieval library in Swift, looking for feedback 🕵️
Check it out here: https://github.com/ZachNagengast/similarity-search-kit
What are some alternatives?
When comparing GPT4Memory and similarity-search-kit you can also consider the following projects:
Elasticsearch - Free and Open, Distributed, RESTful Search Engine
chroma - the AI-native open-source embedding database
hnsqlite - hnsqlite integrates hnswlib and sqlite for simple text embedding search
pgvector - Open-source vector similarity search for Postgres
Victor - What's our vector, Victor? Victor is a toy vector database written in Go.
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
lucene - Apache Lucene open-source search software
faiss - A library for efficient similarity search and clustering of dense vectors.
GPT4Memory vs Elasticsearch
similarity-search-kit vs chroma
GPT4Memory vs hnsqlite
similarity-search-kit vs pgvector
GPT4Memory vs Victor
similarity-search-kit vs Victor
GPT4Memory vs qdrant
similarity-search-kit vs lucene
GPT4Memory vs lucene
similarity-search-kit vs faiss
GPT4Memory vs faiss
similarity-search-kit vs hnsqlite