vector-similarity

There are 40 repositories under vector-similarity topic.

  • raft

    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 high performance applications.

    Language:Cuda745
  • vectorhub

    vectorhub

    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)

    549
  • vectorai

    vectorai

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

    Language:Python306

  • Vector_Similarity

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

    Language:Python295

  • sentence-similarity

    This repository contains various ways to calculate sentence vector similarity using NLP models

    Language:Python199

  • vector-storage

    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.

    Language:TypeScript193

  • cuvs

    cuVS - a library for vector search and clustering on the GPU

    Language:Cuda181

  • vector-cookbook

    Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.

    Language:Jupyter Notebook101

  • VQLite

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

    Language:Go81

  • repo-assistant

    AI Github assistant for your repo. Your proactive GitHub bot that auto-detects duplicates using OpenAI embeddings and Supabase magic!

    Language:TypeScript27

  • vasco

    vasco: Discover hidden patterns in your Postgres data

    Language:C27

  • website-for-resume-matcher

    Resume Matcher Website

    Language:Astro25

  • embedding

    Vector Embedding Server in under 100 lines of code

    Language:Python22

  • V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin

    V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin

    Language:Python20
  • shotit

    shotit

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

    15

  • chatbot_with_pdf_streamlit

    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 document collection. The code is in Python and can be customized for different scenarios and data.

    Language:Jupyter Notebook13

  • similarity-search-weaviate

    Text/Image search for similar products

    Language:Python12

  • 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.

    Language:Python11

  • got-word-embeddings

    Fun with Game of Thrones word embeddings

    Language:Jupyter Notebook11

  • halo2-vectordb

    Verifiable vector similarity queries PoC with Halo2.

    Language:Rust6

  • shotit-api

    The ultimate brain of Shotit, in charge of task coordination.

    Language:JavaScript5

  • DataHive

    Your Data as Knowledge Base + AI. ChatBot

    Language:Python4

  • chat-with-pdf

    This is a web app where user can talk with there pdf , just need to run few scripts to ingest there pdf, and then with web interface they can talk with pdf

    Language:TypeScript3

  • shotit-worker

    Four core workers of shotit: watcher, hasher, loader and searcher.

    Language:JavaScript3

  • faiss-rest-api

    REST API for facebook's faiss

    Language:Rust3

  • rag-from-scratch

    implemented vector similarity algorithms to understand their inner workings, used local embeddding models

    Language:Python2

  • shotit-sorter

    Sort the search results of Shotit to increase the correctness of Top1 result by using Keras and Faiss.

    Language:Python2

  • shotit-media

    Media broker for serving video preview for shotit

    Language:JavaScript2

  • shotit-frontend

    The frontend of shotit, with full documentation.

    Language:MDX2

  • shotit-meta-service

    Provide meta information and utility for shotit, for example, image proxy, cast and poster etc.

    Language:JavaScript2

  • near-dup-parser

    Holds code for near-duplicate image parser using optimized image classifiers.

    Language:Jupyter Notebook2

  • c0vEM5oxUa6ndKp8

    Apziva AI Residency Program 2024 -- Project 3

    Language:Jupyter Notebook1

  • Seekr

    in-memory fuzzy matching

    Language:Python1

  • shotit.github.io

    The front page to shotit.github.io

    Language:HTML1

  • .github

    The README profile of Shotit.

    1

  • Siam-Vector-Search

    Siam-Vector Search uses Siamese networks to improve vector similarity searches, making retrieval-augmented generation (RAG) systems more accurate.