Simsimd Alternatives

Similar projects and alternatives to simsimd

qdrant

142 18,219 9.9 Rust simsimd VS qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
swiss_army_llama

11 878 8.8 Python simsimd VS swiss_army_llama

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
DoctorGPT

7 214 7.2 Python simsimd VS DoctorGPT

💻📚💡 DoctorGPT provides advanced LLM prompting for PDFs and webpages. (by FeatureBaseDB)
fast_vector_similarity

7 323 7.2 Rust simsimd VS fast_vector_similarity

The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.
llama_embeddings_fastap

2 - - simsimd VS llama_embeddings_fastap
np-sims

2 13 8.6 Python simsimd VS np-sims

numpy ufuncs for vector similarity

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better simsimd alternative or higher similarity.

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simsimd reviews and mentions

Posts with mentions or reviews of simsimd. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-23.

Show HN: Fast Vector Similarity Using Rust and Python
8 projects | news.ycombinator.com | 23 Aug 2023

It’s a good start, but you can’t generally get even remotely close to hardware potential in Rust, let alone Python.
I had to implement a separate C99 library to always trigger the newest SIMD intrinsics, occasionally leveraging SVE on more recent ARM CPUs, that compilers don’t know how to generate.
That library is in turn used in USearch, which is designed for Approximate Search, but some users recently reported that they use it for brute force as well… where it performed 20x faster than FAISS.
https://github.com/unum-cloud/simsimd