hnsw · GitHub Topics

#向量搜索引擎#Milvus 是一款开源的、针对海量特征向量的相似性搜索引擎

anns nearest-neighbor-search faiss vector-search image-search hnsw vector-database embedding-database embedding-store vector-store vector-similarity embedding-similarity distributed Go 大语言模型 cloud-native diskann rag

Go 33.15 k

23 分钟前

qdrant / qdrant

#搜索#高性能、可扩展的向量搜索引擎

神经网络搜索引擎 knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity recommender-system vector-search-engine mlops search-engines neural-search similarity-search vector-database 机器学习 search ai-search ai-search-engine

Rust 22.43 k

20 分钟前

weaviate / weaviate

#搜索#Weaviate 是一个开源矢量数据库，它同时存储对象和矢量，允许将矢量搜索与结构化过滤与云原生数据库的容错和可扩展性相结合，所有这些都可以通过 GraphQL、REST 和各种语言客户端访问。

Go 12.72 k

21 小时前

marqo-ai / marqo

#搜索#Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

深度学习 information-retrieval 机器学习 vector-search tensor-search clip multi-modal 搜索引擎 transformers vision-language semantic-search visual-search 自然语言处理 hnsw knn Hacktoberfest ChatGPT gpt large-language-models

Python 4.79 k

1 天前

infiniflow / infinity

#搜索#The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text

ai-native nearest-neighbor-search rag vector-search information-retrival bm25 embedding full-text-search 搜索引擎 cpp20-modules approximate-nearest-neighbor-search vector-database hybrid-search hnsw C++tensor-database vector vectordatabase

C++ 3.3 k

1 天前

ekzhu / datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

Python hyperloglog lsh search locality-sensitive-hashing hnsw

Python 2.65 k

9 个月前

hora-search / hora

#搜索#🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

翻译 - 🚀 用 Rust 编写的高效近似最近邻搜索算法集合库 🦀 。

搜索引擎 Rust approximate-nearest-neighbor-search 人工智能 recommender-system image-search vector-search 算法数据结构 simd hnsw similarity-search 神经网络 high-performance 机器学习 k-nearest-neighbors numeric

Rust 2.63 k

1 年前

spotify / voyager

#计算机科学#🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.

hnsw hnswlib Java 机器学习 nearest-neighbor-search Python

C++ 1.4 k

7 天前

lanterndata / lantern

#计算机科学#PostgreSQL vector database extension for building AI applications

人工智能 vector 数据库 PostgreSQL embeddings 机器学习 Open Source 数据科学 ycombinator ann approximate-nearest-neighbor-search nearest-neighbor-search hnsw image-search knn mlops neural-search search

Rust 831

3 个月前

ChunelFeng / caiss

#搜索#一款简单好用的跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

faiss ann 人工智能 similarity-search hnsw 自然语言处理聊天机器人搜索引擎深度学习

C++ 538

2 年前

zilliztech / feder

Visualize hnsw, faiss and other anns index

faiss milvus hnsw 可视化

Jupyter Notebook 424

2 年前

djc / instant-distance

Fast approximate nearest neighbor searching in Rust, based on HNSW index

Rust approximate-nearest-neighbor-search hnsw

Rust 323

16 天前

granne / granne

Graph-based Approximate Nearest Neighbor Search

Rust approximate-nearest-neighbor-search hnsw

Rust 318

8 个月前

1yefuwang1 / vectorlite

Fast, SQL powered, in-process vector search for any language with an SQLite driver

hnsw sqlite3 vector-database C++Python

C++ 291

4 个月前

wizenheimer / tinkerbird

Client Side Vector Database

Chrome hnsw indexeddb TypeScript vector-database

TypeScript 262

8 个月前

MinishLab / vicinity

Lightweight Nearest Neighbors with Flexible Backends

embeddings vector-database 人工智能 Python faiss hnsw hnswlib

Python 256

10 天前

jina-ai / annlite

#向量搜索引擎#⚡ A fast embedded library for approximate nearest neighbor search

information-retrieval approximate-nearest-neighbor-search hnsw neural-search cython image-search vector-search

Python 226

2 年前

sjy-dv / coltt

#向量搜索引擎#Coltt is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.

bitmap cosine-similarity 数据库 distributed-database distributed-systems hnsw hybrid-search key-value kv semantic-search vector-database vector-search

Go 184

22 天前