vector-similarity-search

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nitaiaharoni1 / vector-storage

Star 236

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 searching for similar documents based on cosine similarity.

javascript open-source npm typescript localstorage local-storage openai semantic-similarity cosine-similarity semantic-search lru-cache vector-similarity vector-search embedding-vectors vector-database vector-similarity-database vector-db vector-similarity-search

Updated Dec 11, 2024
TypeScript

VQLite / VQLite

Star 92

VQLite - Simple and Lightweight Vector Search Engine based on Google ScaNN

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

Updated Jul 12, 2024
Go

TileDB-Inc / TileDB-Vector-Search

Star 64

Cloud-native vector similarity search and storage with efficient, serverless scale-out

information-retrieval nearest-neighbor-search approximate-nearest-neighbor-search python-package vector-search vector-database vector-similarity-search embedding-database tensor-database

Updated Oct 11, 2025
Jupyter Notebook

cwida / PDX

Star 57

⚡ Faster similarity search with PDX: A vertical data layout for vectors

information-retrieval simd nearest-neighbor-search similarity-search faiss vector-search vector-similarity-search vector-indexing

Updated Aug 28, 2025
C++

itsPreto / VECTR8

Star 27

Embed anything.

embeddings vector-database llms vector-similarity-search vector-database-embedding

Updated May 24, 2024
JavaScript

serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin

Sponsor

Star 22

V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin

semantic-search-engine semantic-search vector-similarity vector-search neural-search vector-search-engine vector-similarity-database vector-embeddings neural-search-engine vector-similarity-search chatgpt-plugins vector-database-search chatgpt-retrieval v3ctron vector-database-embedding vector-embedding-database vector-similarity-search-engine

Updated Oct 18, 2023
Python

uezo / vsslite

Star 18

A vector similarity search engine for humans🥳

sqlite vector-search vector-similarity-search chatgpt langchain chromadb

Updated Oct 30, 2023
Python

whenever5225 / MUST

Star 8

An Effective and Scalable Framework for Multimodal Search with Target Modality

approximate-nearest-neighbor-search embedding-vectors multimodal-search vector-similarity-search high-dimensional-vectors

Updated Apr 29, 2023
C++

redis-developer / redis-movies-searcher

Star 6

Sample application written in Java (JDK 21, Spring Boot, Redis OM Spring) that implements a hybrid search strategy (Full-Text Search and Vector Similarity Search) to allows for movies search.

java docker redis full-text-search riot cache-aside vector-database vector-similarity-search

Updated Jun 5, 2025
Java

redis-developer / redis-movies-searcher-workshop

Star 5

This is a hands-on workshop to create the application Redis Movies Searcher

java docker redis full-text-search riot cache-aside vector-database vector-similarity-search semantic-caching

Updated Jun 19, 2025
Java

fenil3357 / vector-search-postgres-sequelize-demo

Star 2

postgres sequelize vector-search vector-similarity-search pgvector

Updated Nov 26, 2024
JavaScript

mebox

christivn / mebox

Star 2

🗃️✨ Mebox is an open-source alternative to OpenAI's file_search tool, designed to efficiently process, store, and retrieve file-based information using Supabase and open source embeddings.

open-source ai artificial-intelligence openai knowledgebase knowledge-base vector-similarity embbedings vector-search huggingface vector-database supabase vector-similarity-search openai-alternative

Updated Feb 28, 2025
HTML

hussainzs / chat-with-pennsieve

Star 1

Research project to enable natural language interaction with Pennsieve medical database.

api openai neo4j-graph graph-schema milvus indexing-algorithms vector-database vector-similarity-search langchain-python retrieval-augmented-generation

Updated May 4, 2025
Python

arisrayelyan / embed-pg

Star 1

Scalable API extension for advanced vector database functions. Enhance machine learning, search, and analytics applications with an API that supports efficient embedding storage and similarity searches.

machine-learning embeddings similarity-search vector-database vector-similarity-search pgvector vector-database-embedding

Updated Aug 20, 2024
TypeScript

mar1boroman / ExpenseFlow

Star 0

Utilizing Redis Vector Similarity Search, this demo project streamlines expense categorization from bank transactions. The approach harnesses pre-trained models, sidestepping the need for finetuning. This ensures efficient, accurate expense categorization without complex model adjustments

redis openai redisearch vector-database vector-similarity-search redis-vector-search redisvl

Updated Oct 14, 2023
Python

hussainzs / Penn-Course-Information-System

Star 0

Penn Course Information System is designed to provide students with a comprehensive tool to navigate and explore the courses offered at the University of Pennsylvania. It offers several features to simplify the course selection process and help students make informed decisions.

java json regex gui-application jsoup webscraping vector-similarity-search

Updated Aug 28, 2023
Java

ceodaniyal / smart-faq-system

Star 0

A smart, conversational FAQ system using LangGraph and sentence-transformer embeddings that semantically retrieves answers from a CSV knowledge base and routes user queries based on confidence. Built with LangChain, FAISS, and HuggingFace for efficient semantic search.

python semantic-search conversational-ai faiss rag sentence-transformers huggingface-transformers vector-similarity-search langchain retrieval-augmented-generation langgraph llm-applications smart-faq-bot

Updated Jul 2, 2025
Jupyter Notebook

ArthurLuis / SuvinilBot

Star 0

API REST em NestJS + TypeScript que combina chat interativo, RAG e geração de imagens (DALL·E) para recomendar a tinta ideal, orquestrando agentes de intenção, ambiente, resistência, uso e visualização, com armazenamento de embeddings em PostgreSQL. Interface frontend e swagger prontos para testes.