Infinity

Infinity is an open-source AI inference server designed for high-throughput, low-latency serving of text embeddings, reranking models, and clip models. It provides a flexible API for deploying modern transformer-based embedding and sequence models, enabling developers to easily integrate semantic search, vector databases, and similarity scoring into custom applications.

Key Features of Infinity:

• Open-source high-performance inference engine for text embeddings and reranking.
• Supports state-of-the-art embedding, cross-encoder, and vision-language models.
• Provides OpenAI-compatible REST APIs, Python SDKs, and asynchronous request handling.
• Optimized for GPU acceleration (CUDA) and CPU environments with dynamic batching.
• Self-hostable, lightweight, and designed for enterprise-grade production workloads.

Infinity usage:

$sudo su 
$cd /opt
$source /opt/infinity/venv/bin/activate
$pip show infinity-emb
  

Disclaimer:
Infinity is an independent open-source AI inference and embedding server. It is designed to provide high-performance vector processing services and API endpoints for integration into custom AI applications. Infinity is self-hostable and maintained by the Infinity open-source community.