vector-similarity · 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 35.37 k

9 小时前

rapidsai / raft

#大语言模型#RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing hig...

anns clustering CUDA distance gpu information-retrieval linear-algebra 大语言模型机器学习 nearest-neighbors primitives solvers sparse 统计 vector-search vector-similarity vector-store

Cuda 897

4 天前

Restream / reindexer

#向量搜索引擎#Embeddable, in-memory, document-oriented database with a high-level Query builder interface.

数据库 Go in-memory C++cpp-library fulltext-search knn-search vector-search vector-similarity

C++ 785

4 天前

RelevanceAI / vectorhub

#计算机科学#Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

Python vector embeddings encodings vector-similarity transformers tfhub 机器学习深度学习人工智能神经网络 Tensorflow PyTorch word2vec audio-processing video-processing

Python 559

10 个月前

rapidsai / cuvs

#大语言模型#cuVS - a library for vector search and clustering on the GPU

anns clustering CUDA distance gpu information-retrieval 大语言模型机器学习 nearest-neighbors similarity-search sparse 统计 vector-search vector-similarity vector-store

Cuda 439

5 天前

vector-ai / vectorai

#搜索#Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Python vector embeddings encodings search semantic-search 搜索引擎机器学习人工智能 neural-networks 深度学习 clustering Tensorflow PyTorch transformers vector-similarity vector-search

Python 315

1 年前

taki0112 / Vector_Similarity

Python, Java implementation of TS-SS called from "A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering"

vector-similarity

Python 299

6 年前

nitaiaharoni1 / vector-storage

#向量搜索引擎#Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows s...

LocalStorage semantic-search vector-db cosine-similarity embedding-vectors JavaScript npm Open Source openai semantic-similarity TypeScript vector-database vector-search vector-similarity

TypeScript 226

6 个月前

Huffon / sentence-similarity

#自然语言处理#This repository contains various ways to calculate sentence vector similarity using NLP models

自然语言处理 sentence-similarity vector-similarity

Python 198

5 年前

timescale / vector-cookbook

#大语言模型#Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.

大语言模型 PostgreSQL Python vector-database approximate-nearest-neighbor-search nearest-neighbor-search pgvector vector-search vector-similarity langchain llamaindex 教程

Jupyter Notebook 121

5 个月前

VQLite / VQLite

#向量搜索引擎#VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN

approximate-nearest-neighbor-search nearest-neighbor-search similarity-search vector-database vector-search vector-search-engine embedding-search embedding-similarity embedding embedding-database vector vector-similarity

Go 91

1 年前

guillermoscript / repo-assistant

#自然语言处理#AI Github assistant for your repo. Your proactive GitHub bot that auto-detects duplicates using OpenAI embeddings and Supabase magic!

人工智能 assistant Bot GitHub github-bot gpt-4 issue-management 大语言模型自然语言处理 openai rag Supabase TypeScript vector-similarity

TypeScript 34

5 个月前

Florents-Tselai / vasco

Maximal Information Coefficient (MIC) Extension for Postgres

PostgreSQL postgresql-extension similarity vectors vector-similarity

C 33

5 个月前

srbhr / website-for-resume-matcher

#自然语言处理#OLD Resume Matcher Website (Not used anymore)

Astro astrojs 数据科学数据可视化 JavaScript landing-page 机器学习自然语言处理 Python React vector-database vector-search vector-similarity Vue.js word-embeddings Hacktoberfest

Astro 27

2 年前

struct-chat / embedding

Vector Embedding Server in under 100 lines of code

Docker embedding-similarity embedding-vectors Python vector-similarity semantic-search

Python 22

1 年前

shotit / shotit

#搜索#Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.

anns distributed embedding-similarity faiss image-search nearest-neighbor-search screenshot search 搜索引擎 vector vector-search vector-similarity Video video-search visual-search approximate-nearest-neighbor-search Node.js JavaScript

9 个月前

easonlai / chatbot_with_pdf_streamlit

#向量搜索引擎#This code example shows how to make a chatbot for semantic search over documents using Streamlit, LangChain, and various vector databases. The chatbot lets users ask questions and get answers from a d...

Azure azure-openai chroma gpt-3 gpt-35-turbo langchain langchain-python openai pinecone Python semantic-search Streamlit document-search vector-database vector-search vector-similarity

Jupyter Notebook 15

2 年前

lperezmo / embeddings-extraction

Scripts for reading, extracting, and organizing data from either HTML or PDF documents and prepare them to be converted into embeddings for use in context-augmented LLM queries.

embeddings large-language-models openai-api Python text-processing vector-similarity

Python 13

10 个月前