How does UStore compare to MongoDB for storing JSON documents?

UStore offers higher single-node performance and uses open RFC standards for JSON operations, but lacks MongoDB's horizontal scaling and mature ecosystem for distributed deployments.

Is UStore good for vector search compared to Pinecone?

UStore integrates vector search with quantization and multiple metrics, but it's a newer project with less specialized optimization and community support than dedicated vector databases like Pinecone.

How to deploy UStore in a Docker container for production?

Use the pre-packaged Docker image from Docker Hub, expose the Apache Arrow Flight port, and customize the JSON configuration file for engine settings and data directories.

Does UStore support SQL queries or only NoSQL interfaces?

UStore focuses on NoSQL interfaces for blobs, documents, graphs, and vectors, with no native SQL support; it prioritizes APIs like Pandas and NetworkX instead.

What are the performance benchmarks for UStore vs RocksDB?

UStore's UDisk engine claims 10x speed over RocksDB for binary processing, but performance varies by workload and requires tuning based on the backend engine used.

Can UStore handle real-time data ingestion from Kafka?

Yes, through Apache Arrow Flight RPC integration, allowing streaming data pipelines, but setup may involve custom connectors compared to more established databases.

UStore — Multi-Modal AI Database

Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️

UStore

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