{"repo":"infiniflow/infinity","free":true,"listed":false,"github":"https://github.com/infiniflow/infinity","clone":"git clone https://github.com/infiniflow/infinity.git","description":"The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.","language":"C++","stars":4675,"topics":["ai-native","nearest-neighbor-search","rag","vector-search","information-retrival","bm25","embedding","full-text-search","search-engine","cpp20-modules"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense embedding, sparse embedding, tensor and full-text Document Benchmark Twitter Discord Infinity is a cutting-edge AI-native database that provides a wide range of search capabilities for rich data types such as dense vector, sparse vector, tensor, full-text, and structured data. It provides robust support for various LLM applications, including search, recommenders, question-answering, conversational AI, copilot, content generation, and many more RAG (Retrieval-augmented Generation) applications. - Key Features - Get Started - Document - Roadmap - Community ⚡️ Performance 🌟 Key Features Infinity comes with high performance, flexibility, ease-of-use, and many features designed to address the challenges facing the next-generation AI applications: 🚀 Incredibly fast - Achieves 0.1 milliseconds query latency and 15K+ QPS on million-scale vector datasets. - Achieves 1 millisecond latency and 12K+ QPS in full-text search on 33M documents. See the Benchmark report for more information. 🔮 Powerful search - Supports a hybrid search of dense embedding, sparse embedding, tensor, and full text, in addition to filtering. - Supports several types of rerankers including RRF, weighted sum and ColBERT . 🍔 Rich data types Supports a wide range of data types including strings, numerics, vectors, and more. 🎁 Ease-of-use - Intuitive Python API. See the Python API - A single-binary architecture wi","default_branch":null,"files":null,"tree":[],"storefront":"/r/infiniflow","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/infiniflow/infinity/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}