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Infinity

On the record

API options
The docs provide Python and HTTP API references, and the homepage says Infinity has a Python API.infiniflow.org · read 8 Oct 2026
Cluster storage
The cluster guide says supported shared storage is MinIO and describes a cluster with one leader, up to four followers, and learner nodes.infiniflow.org · read 8 Oct 2026
Community
The homepage links to Infinity's GitHub repository and Discord community.infiniflow.org · read 8 Oct 2026
Community support
The homepage links to the project’s X account, GitHub, and Discord community.infiniflow.org · read 8 Oct 2026
Data types
Infinity supports data types including strings, numerics, and vectors.infiniflow.org · read 8 Oct 2026
Deployment
The quickstart documents deploying Infinity with Docker, while the binary guide offers Linux packages in deb, rpm, or tgz formats.infiniflow.org · read 8 Oct 2026
Developer interface
The homepage describes an intuitive Python API, and the docs provide a Python SDK and HTTP API reference.infiniflow.org · read 8 Oct 2026
Full-text search
The search guide says full-text indexing requires specifying a tokenizer or analyzer, and most built-in analyzers require resource files.infiniflow.org · read 8 Oct 2026
Intended use
The maker describes Infinity as designed for retrieval-augmented generation applications.infiniflow.org · read 8 Oct 2026
License
The project’s GitHub repository lists the Apache-2.0 license.github.com · read 8 Oct 2026
Performance
The homepage states 0.1 milliseconds query latency and up to 15K QPS on million-scale vector datasets.infiniflow.org · read 8 Oct 2026
Performance claims
The homepage claims 0.1 millisecond query latency and up to 15K QPS on million-scale vector datasets.infiniflow.org · read 8 Oct 2026
Purpose
Infinity describes itself as an AI-native database for LLM applications that provides hybrid search.infiniflow.org · read 8 Oct 2026
Python API
The homepage describes an intuitive Python API, and the docs show installing the client with pip.infiniflow.org · read 8 Oct 2026
Ranking
Its listed rerankers include RRF, weighted sum, and ColBERT.infiniflow.org · read 8 Oct 2026
Rerankers
The homepage names RRF, weighted sum, and ColBERT as supported rerankers.infiniflow.org · read 8 Oct 2026
Search
It supports hybrid search across dense embeddings, sparse embeddings, tensors, and full text, with filtering.infiniflow.org · read 8 Oct 2026
Search constraints
The search guide says conditional filters must work through an index; secondary-index filters support logical comparisons and membership expressions.infiniflow.org · read 8 Oct 2026

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