{"repo":"epsilla-cloud/vectordb","free":true,"listed":false,"github":"https://github.com/epsilla-cloud/vectordb","clone":"git clone https://github.com/epsilla-cloud/vectordb.git","description":"Epsilla is a high performance Vector Database Management System","language":"C++","stars":875,"topics":["ai","infrastructure","llms","chatgpt","data","data-science","database","embeddings","machine-learning","rag"],"license":"GPL-3.0","category":"ai-agents","readme_excerpt":"A 10x faster, cheaper, and better vector database Documentation • Discord • Twitter • Blog • YouTube • Feedback Epsilla is an open-source vector database. Our focus is on ensuring scalability, high performance, and cost-effectiveness of vector search. EpsillaDB bridges the gap between information retrieval and memory retention in Large Language Models. Quick Start using Docker 1. Run Backend in Docker 2. Interact with Python Client Features: High performance and production-scale similarity search for embedding vectors. Full fledged database management system with familiar database, table, and field concepts. Vector is just another field type. Metadata filtering. Hybrid search with a fusion of dense and sparse vectors. Built-in embedding support, with natural language in natural language out search experience. Cloud native architecture with compute storage separation, serverless, and multi-tenancy. Rich ecosystem integrations including LangChain and LlamaIndex. Python/JavaScript/Ruby clients, and REST API interface. Epsilla's core is written in C++ and leverages the advanced academic parallel graph traversal techniques for vector indexing, achieving 10 times faster vector search than HNSW while maintaining precision levels of over 99.9%. Epsilla Cloud Try our fully managed vector DBaaS at Epsilla Cloud (Experimental) Use Epsilla as a python library without starting a docker image 1. Build Epsilla Python Bindings lib package 2. Run test with python bindings lib \"epsilla.so\" \"li","default_branch":null,"files":null,"tree":[],"storefront":"/r/epsilla-cloud","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/epsilla-cloud/vectordb/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."}