Infinity: The AI-Native Database for LLM Applications

Infinity is a cutting-edge, AI-native database designed to handle the unique demands of modern Large Language Model (LLM) applications. Built for speed and flexibility, it offers unparalleled performance and scalability to meet the challenges of future AI development.

Key Features

• Blazing-Fast Hybrid Search: Infinity's core strength lies in its incredibly fast hybrid search capability, seamlessly integrating dense and sparse embeddings, tensors, and full-text search for comprehensive data retrieval. Efficient filtering further refines search results.
• Advanced Reranking: Support for multiple rerankers (RRF, weighted sum, and ColBERT) allows for fine-tuning search results to achieve optimal relevance and accuracy.
• Versatile Data Handling: Infinity supports a wide range of data types, including strings, numerics, and vectors, providing the flexibility to manage diverse datasets.
• Exceptional Performance: Designed for scale, Infinity delivers excellent performance even on million-scale vector datasets, minimizing query latency.
• Simplified Deployment: A single-binary architecture and intuitive Python API ensure easy deployment and integration, eliminating complex dependencies.

Benefits

• Increased Efficiency: Rapid search and data processing capabilities significantly improve application performance.
• Enhanced Accuracy: Advanced reranking algorithms deliver more precise and relevant search results.
• Simplified Development: The user-friendly Python API and streamlined deployment process reduce development time and effort.
• Scalability: Handles large datasets with minimal performance degradation.

Use Cases

Infinity is ideal for applications requiring high-speed, accurate search and data retrieval, including: LLM-powered chatbots, question-answering systems, recommendation engines, and knowledge bases.

Community & Support

Connect with the Infinity community for support and updates via Twitter, Github, and Discord.

Infinity empowers developers to build high-performance LLM applications with ease and efficiency.