vector-similarity

There are 8 repositories under vector-similarity topic.

milvus
milvus-io / milvus
A cloud-native vector database, storage for next generation AI applications
anns cloud-native distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search tensor-database vector-database vector-search vector-similarity vector-store
Language:Go 26684
rapidsai / 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.
anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store neighborhood-methods
Language:Cuda 608
vectorhub
RelevanceAI / 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)
python vector embeddings encodings vector-similarity transformers tfhub machine-learning deeplearning artificial-intelligence neural-network deep-learning tensorflow pytorch word2vec image2vec audio-processing video-processing
Language:Python 545
vectorai
vector-ai / vectorai
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
python vector embeddings encodings search semantic-search search-engine machine-learning artificial-intelligence neural-networks deep-learning clustering tensorflow pytorch transformers vector-similarity vector-search vector-similarity-database vector-analytics compare-vectors
Language:Python 305
taki0112 / Vector_Similarity
Python, Java implementation of TS-SS called from "A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering"
document-clustering vector-similarity
Language:Python 291
Huffon / sentence-similarity
This repository contains various ways to calculate sentence vector similarity using NLP models
natural-language-processing sentence-embedding sentence-similarity vector-similarity
Language:Python 200
nitaiaharoni1 / 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.
localstorage semantic-search vector-db cosine-similarity embedding-vectors javascript local-storage lru-cache npm open-source openai semantic-similarity typescript vector-database vector-search vector-similarity vector-similarity-database vector-similarity-search
Language:TypeScript 157
timescale / vector-cookbook
Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.
llm postgresql python vector-database approximate-nearest-neighbor-search nearest-neighbor-search pgvector vector-search vector-similarity langchain llamaindex tutorials
Language:Jupyter Notebook 80
rapidsai / cuvs
cuVS - a library for vector search and clustering on the GPU
anns clustering cuda distance gpu information-retrieval llm machine-learning nearest-neighbors neighborhood-methods similarity-search sparse statistics vector-search vector-similarity vector-store
Language:Jupyter Notebook 75
VQLite / VQLite
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 vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Go 69
srbhr / website-for-resume-matcher
Resume Matcher Website
astro astrojs data-science data-visualization javascript landing-page machine-learning natural-language-processing python react vector-database vector-search vector-similarity vue word-embeddings hacktoberfest
Language:Astro 21
Florents-Tselai / vasco
vasco: MIC & MINE statistics for Postgres
correlation-coefficient maximal-information-coefficient postgres postgresql-extension similarity vector-similarity vectors
Language:C 20
serp-ai / V3CTRON-vector-database-embedding-neural-search-retrieval-chatgpt-plugin
V3CTRON | Vector Embeddings Data Retrieval | ChatGPT Plugin
chatgpt-plugins chatgpt-retrieval vector-database-search v3ctron neural-search neural-search-engine vector-embeddings vector-database-embedding semantic-search semantic-search-engine vector-embedding-database vector-search vector-search-engine vector-similarity vector-similarity-database vector-similarity-search vector-similarity-search-engine
Language:Python 20
struct-chat / embedding
Vector Embedding Server in under 100 lines of code
docker embedding-similarity embedding-vectors python3 vector-similarity semantic-search
Language:Python 19
guillermoscript / repo-assistant
AI Github assistant for your repo. Your proactive GitHub bot that auto-detects duplicates using OpenAI embeddings and Supabase magic!
ai assistant bot github github-bot gpt-4 issue-management llm natural-language-processing openai openai-embeddings rag supabase typescript vector-similarity duplicate-issues
Language:TypeScript 14
shotit
shotit / shotit
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 search-engine vector vector-search vector-similarity video video-search visual-search liresolr approximate-nearest-neighbor-search node javascript nodejs
14
EsraaMadi / similarity-search-weaviate
Text/Image search for similar products
vector-database vector-search vector-search-engine weaviate streamlit image-search-engine vector-similarity image-analysis image-processing ann-algorithm nearest-neighbor-search
Language:Python 12
jctestud / got-word-embeddings
Fun with Game of Thrones word embeddings
game-of-thrones word2vec word-embeddings vector-similarity
Language:Jupyter Notebook 11
easonlai / 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.
azure azure-cognitive-search azure-openai chroma embedding-models gpt-3 gpt-35-turbo langchain langchain-python openai pinecone python semantic-search streamlit document-search vector-database vector-search vector-similarity
Language:Jupyter Notebook 8
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
Language:Python 8
erhant / halo2-vectordb
Verifiable vector similarity queries PoC with Halo2.
halo2 rust vector vector-database vector-similarity plonk
Language:Rust 6
shotit / shotit-api
The ultimate brain of Shotit, in charge of task coordination.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 5
ChetanXpro / 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
embedding-vectors vector-similarity
Language:TypeScript 3
Macarena-Chang / DataHive
Your Data as Knowledge Base + AI. ChatBot
fastapi python redis ai artifical-intelligense bot chatbot embeddings extractive-question-answering gpt-3 gpt-4 langchain language-models llms natural-language-processing openai pinecone vector-similarity
Language:Python 3
shotit / shotit-worker
Four core workers of shotit: watcher, hasher, loader and searcher.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 3
wikp / faiss-rest-api
REST API for facebook's faiss
faiss vector-similarity similarity-search rust rest-api
Language:Rust 3
sayakpaul / near-dup-parser
Holds code for near-duplicate image parser using optimized image classifiers.
tensorflow vision near-duplicate-detection lsh tensorrt random-projection vector-similarity keras bit bit-resnet
Language:Jupyter Notebook 2
shotit / shotit-frontend
The frontend of shotit, with full documentation.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:MDX 2
shotit / shotit-media
Media broker for serving video preview for shotit
approximate-nearest-neighbor-search distributed image-search javascript nearest-neighbor-search node nodejs search search-engine vector video video-search visual-search anns embedding-similarity faiss liresolr vector-search vector-similarity
Language:JavaScript 2
shotit / shotit-meta-service
Provide meta information and utility for shotit, for example, image proxy, cast and poster etc.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
Language:JavaScript 2
shotit / shotit-sorter
Sort the search results of Shotit to increase the correctness of Top1 result by using Keras and Faiss.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search keras liresolr nearest-neighbor-search python screenshot search search-engine tensorflow vector vector-search vector-similarity video video-search visual-search
Language:Python 2
dvsh243 / Seekr
in-memory fuzzy matching
fuzzy-matching vector-similarity spotify-annoy fuzzy-search
Language:Python 1
robpetrosino / c0vEM5oxUa6ndKp8
Apziva AI Residency Program 2024 -- Project 3
cosine-similarity machine-learning nlp transformers vector-similarity word-embeddings
Language:Jupyter Notebook 1
shotit / .github
The README profile of Shotit.
anns approximate-nearest-neighbor-search distributed embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search
1
shotit / shotit.github.io
The front page to shotit.github.io
anns approximate-nearest-neighbor-search distributed faiss image-search javascript nearest-neighbor-search node nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search liresolr
Language:HTML 1
ChriStingo / Distributed-computation-of-Approximate-Nearest-Neighbors
Implementation and analysis of various algorithms, libraries and systems, distributed and not, for Approximate Nearest Neighbors searches
annoy approximate-nearest-neighbor-search approximate-nearest-neighbors faiss knn master-thesis distributed-systems parallel-computing sptag distributed-approximate-nearest-neighbors bigdata machine-learning milvus python similarity-search vector-database vector-search vector-similarity
Language:Python 0

vector-similarity

milvus-io / milvus

rapidsai / raft

RelevanceAI / vectorhub

vector-ai / vectorai

taki0112 / Vector_Similarity

Huffon / sentence-similarity

nitaiaharoni1 / vector-storage

timescale / vector-cookbook

rapidsai / cuvs

VQLite / VQLite

srbhr / website-for-resume-matcher

Florents-Tselai / vasco

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

struct-chat / embedding

guillermoscript / repo-assistant

shotit / shotit

EsraaMadi / similarity-search-weaviate

jctestud / got-word-embeddings

easonlai / chatbot_with_pdf_streamlit

lperezmo / embeddings-extraction

erhant / halo2-vectordb

shotit / shotit-api

ChetanXpro / chat-with-pdf

Macarena-Chang / DataHive

shotit / shotit-worker

wikp / faiss-rest-api

sayakpaul / near-dup-parser

shotit / shotit-frontend

shotit / shotit-media

shotit / shotit-meta-service

shotit / shotit-sorter

dvsh243 / Seekr

robpetrosino / c0vEM5oxUa6ndKp8

shotit / .github

shotit / shotit.github.io

ChriStingo / Distributed-computation-of-Approximate-Nearest-Neighbors