An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
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Updated
Jun 11, 2024 - Rust
An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
Postgres for Search and Analytics
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
cuVS - a library for vector search and clustering on the GPU
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, C, and Swift, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.
Example to help understand how to use hugging face sentance_transformers to encode searchable text into embeddings AND how to use cosine similarity search to determine similarity between a search prompt and the embeddings
Example to help understand how the BM25 term based ranking model works in search applications
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
JVector: the most advanced embedded vector search engine
跨平台的视频结构化(视频分析)框架,觉得有帮助的请给个星星 : ) 。**VideoPipe下一版本正在开发中,在保证跨平台、易上手的前提下,预计性能直逼deepstream等各硬件平台官方框架**。
Vald. A Highly Scalable Distributed Vector Search Engine
A text and media analysis service for Meedan Check, a collaborative media annotation platform
Blog posts for ParadeDB as .mdx, hosted on Mintlify
Legal case retrieval challenge. Solution based on similarity search and learning-to-rank methods
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