vector-similarity

There are 9 repositories under vector-similarity topic.

milvus
milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
anns cloud-native diskann distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search rag vector-database vector-search vector-similarity vector-store
Language:Go 38328
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 951
Restream / reindexer
Embeddable, in-memory, document-oriented database with a high-level Query builder interface.
database embedable go in-memory cpp cpp-library ann-search document-oriented-database fulltext-search knn-search vector-search vector-similarity hybrid-search
Language:C++ 796
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:Cuda 562
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)
artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec
560
vectorai
vector-ai / vectorai
Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.
artificial-intelligence clustering compare-vectors deep-learning embeddings encodings machine-learning neural-networks python pytorch search search-engine semantic-search tensorflow transformers vector vector-analytics vector-search vector-similarity vector-similarity-database
Language:Python 317
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 300
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.
cosine-similarity embedding-vectors javascript local-storage localstorage lru-cache npm open-source openai semantic-search semantic-similarity typescript vector-database vector-db vector-search vector-similarity vector-similarity-database vector-similarity-search
Language:TypeScript 237
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 197
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 123
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 92
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 35
Florents-Tselai / vasco
Maximal Information Coefficient (MIC) Extension for Postgres
correlation-coefficient maximal-information-coefficient postgres postgresql-extension similarity vectors vector-similarity
Language:C 32
srbhr / website-for-resume-matcher
OLD Resume Matcher Website (Not used anymore)
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 28
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 22
struct-chat / embedding
Vector Embedding Server in under 100 lines of code
docker embedding-similarity embedding-vectors python3 vector-similarity semantic-search
Language:Python 22
shotit
shotit / shotit
Shotit is a screenshot-to-video search engine tailored for TV & Film, blazing-fast and compute-efficient.
anns 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 javascript nodejs milvus vector-database
19
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 15
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 13
a-tokyo / ai-zero-shot-classifier
🧠 leverage advanced AI embeddings to perform multilingual zero-shot text classification. Whether you're dealing with unlabelled data or seeking to classify text against dynamic and user-defined labels, this library provides a seamless and efficient solution.
ai artificial-intelligence classifier deep-learning groq llama llm machine-learning multilingual nlp no-fine-tuning nodejs ollama openai react react-native vector-similarity vue zero-shot
Language:TypeScript 12
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 11
jctestud / got-word-embeddings
Fun with Game of Thrones word embeddings
game-of-thrones word2vec word-embeddings vector-similarity
Language:Jupyter Notebook 11
erhant / halo2-vectordb
Verifiable vector similarity queries with Halo2.
halo2 rust vector vector-database vector-similarity plonk
Language:Rust 6
rapidsai / cuvs-lucene
A Lucene codec for vector search and clustering on the GPU
anns cuda gpu hybrid-search information-retrieval lucene nearest-neighbors neighborhood-methods semantic-search vector-database vector-search vector-similarity vector-store
Language:Java 5
shotit / shotit-api
The ultimate brain of Shotit, in charge of task coordination.
anns approximate-nearest-neighbor-search embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search milvus vector-database
Language:JavaScript 5
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 4
matsjfunke / rag-from-scratch
implemented vector similarity algorithms to understand their inner workings, used local embeddding models
embeddings large-language-models local-llm ollama python rag vector-similarity
Language:Python 4
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 4
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
wikp / faiss-rest-api
REST API for facebook's faiss
faiss vector-similarity similarity-search rust rest-api
Language:Rust 3
mebox
christivn / mebox
🗃️✨ 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.
ai artificial-intelligence embbedings huggingface knowledge-base knowledgebase open-source openai openai-alternative supabase vector-database vector-search vector-similarity vector-similarity-search
Language:HTML 2
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 embedding-similarity faiss image-search javascript liresolr nearest-neighbor-search nodejs screenshot search search-engine vector vector-search vector-similarity video video-search visual-search milvus vector-database
Language:MDX 2
shotit / shotit-media
Media broker for serving video preview for shotit
approximate-nearest-neighbor-search image-search javascript nearest-neighbor-search nodejs search search-engine vector video video-search visual-search anns embedding-similarity faiss liresolr vector-search vector-similarity milvus vector-database
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

vector-similarity

milvus-io / milvus

rapidsai / raft

Restream / reindexer

rapidsai / cuvs

RelevanceAI / vectorhub

vector-ai / vectorai

taki0112 / Vector_Similarity

nitaiaharoni1 / vector-storage

Huffon / sentence-similarity

timescale / vector-cookbook

VQLite / VQLite

guillermoscript / repo-assistant

Florents-Tselai / vasco

srbhr / website-for-resume-matcher

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

struct-chat / embedding

shotit / shotit

easonlai / chatbot_with_pdf_streamlit

lperezmo / embeddings-extraction

a-tokyo / ai-zero-shot-classifier

EsraaMadi / similarity-search-weaviate

jctestud / got-word-embeddings

erhant / halo2-vectordb

rapidsai / cuvs-lucene

shotit / shotit-api

Macarena-Chang / DataHive

matsjfunke / rag-from-scratch

shotit / shotit-worker

ChetanXpro / chat-with-pdf

wikp / faiss-rest-api

christivn / mebox

sayakpaul / near-dup-parser

shotit / shotit-frontend

shotit / shotit-media

shotit / shotit-meta-service

shotit / shotit-sorter