Weaviate VS faiss

Compare Weaviate vs faiss and see what are their differences.

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Weaviate faiss
30 20
1,936 15,295
4.2% 2.0%
9.7 8.4
4 days ago 3 days ago
Go C++
BSD 3-clause "New" or "Revised" License 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.

Weaviate

Posts with mentions or reviews of Weaviate. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-29.

faiss

Posts with mentions or reviews of faiss. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-27.

What are some alternatives?

When comparing Weaviate and faiss you can also consider the following projects:

annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

milvus - An open-source vector database for embedding similarity search and AI applications.

hnswlib - Header-only C++/python library for fast approximate nearest neighbors

Top2Vec - Top2Vec learns jointly embedded topic, document and word vectors.

jina - Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

hdbscan - A high performance implementation of HDBSCAN clustering.

go - The Go programming language

ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python

KeyBERT - Minimal keyword extraction with BERT

transformers - 🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

vald - Vald. A Highly Scalable Distributed Vector Search Engine