Weaviate VS sonic

Compare Weaviate vs sonic and see what are their differences.

Weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​. (by weaviate)

sonic

🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM. (by valeriansaliou)
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Weaviate sonic
76 48
9,237 19,317
5.5% -
10.0 7.5
about 3 hours ago 3 months ago
Go Rust
BSD 3-clause "New" or "Revised" License Mozilla Public 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.

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 2024-03-13.

sonic

Posts with mentions or reviews of sonic. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-06.

What are some alternatives?

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

Milvus - A cloud-native vector database, storage for next generation AI applications

faiss - A library for efficient similarity search and clustering of dense vectors.

pgvector - Open-source vector similarity search for Postgres

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

MeiliSearch - A lightning-fast search API that fits effortlessly into your apps, websites, and workflow

jina - ☁️ Build multimodal AI applications with cloud-native stack

fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production

Typesense - Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

tantivy - Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

vald - Vald. A Highly Scalable Distributed Vector Search Engine

ChatterBot - ChatterBot is a machine learning, conversational dialog engine for creating chat bots

marqo - Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai