embeddings-similarity

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qdrant /qdrant

Sponsor

Star27.7k

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloudhttps://cloud.qdrant.io/

search search-engine machine-learning neural-network nearest-neighbor-search image-search recommender-system search-engines similarity-search ai-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity ai-search-engine

UpdatedDec 17, 2025
Rust

featureform /featureform

Star2k

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

python data-science machine-learning ml embeddings feature-engineering hacktoberfest data-quality mlops feature-store vector-database embeddings-similarity

UpdatedJul 3, 2025
Go

epsilla-cloud /vectordb

Star868

Epsilla is a high performance Vector Database Management System

infrastructure search-engine data-science data machine-learning database ai neural-network retrieval embeddings rag vector-search vector-database neural-search embeddings-similarity llms chatgpt

UpdatedNov 29, 2025
C++

m1guelpf /tinyvector

Sponsor

Star423

A tiny embedding database in pure Rust.

rust machine-learning embeddings search-engines similarity-search vector-search vector-database embeddings-similarity

UpdatedDec 28, 2023
Rust

EulerSearch /embedding_studio

Star383

Embedding Studio is a framework which allows you transform your Vector Database into a feature-rich Search Engine.

search-engine embeddings semantic-similarity search-algorithm query-parser fine-tuning unstructured-data vector-database embeddings-similarity unstructured-search llm-inference search-query-parser

UpdatedApr 24, 2025
Python

dangkhoasdc /awesome-vector-database

Star323

A curated list of awesome works related to high dimensional structure/vector search & database

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

UpdatedDec 16, 2025

marcominerva /ChatGptNet

Star317

A ChatGPT integration library for .NET, supporting both OpenAI and Azure OpenAI Service

csharp dotnet embeddings openai net hacktoberfest embedding openai-api embeddings-similarity azure-openai chatgpt azure-openai-api

UpdatedNov 6, 2024
C#

pentoai /vectory

Star71

Vectory provides a collection of tools to track and compare embedding versions.

deep-neural-networks deep-learning evaluation-framework embedding-python embedding-vectors embeddings-similarity

UpdatedNov 25, 2022
Python

louisbrulenaudet /ragoon

Sponsor

Star68

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

nlp ai embeddings llama vectorization faiss rag vector-search groq vector-database embeddings-similarity llm generative-ai llama-index retrieval-augmented-generation groqapi

UpdatedNov 17, 2025
Jupyter Notebook

farouqzaib /mettis

Star61

Vector Database implemented in Golang with support for full-text and vector search as well as fault tolerance via Raft.

search-engine nearest-neighbor-search full-text-search hnsw vector-database embeddings-similarity

UpdatedJul 25, 2024
Go

handrew /gpt-memory

Star31

Using embeddings to create memory.

vector-database embeddings-similarity generative-ai

UpdatedApr 2, 2023
Python

fm1320 /song-vibe

Star22

AI song recommendations based on the feel of a song

faiss vector-search-engine sentence-transformers embeddings-similarity llms

UpdatedJun 30, 2024
Python

sanonone /kektordb

Sponsor

Star18

An in-memory Vector Database & AI Gateway written in Go. Supports HNSW, Hybrid Search (BM25), GraphRAG context, a built-in RAG Pipeline, and can be embedded directly into your apps.

go golang open-source machine-learning database ai key-value data-structures no-sql in-memory-database key-value-store rag hnsw vector-search vector-database embeddings-similarity rag-pipeline rag-chatbot

UpdatedDec 17, 2025
Go

tdeshazo /passage-probe

Star15

A command-line tool to index and perform hybrid semantic & lexical search over text files

cli embeddings search-algorithm bm25 embeddings-similarity

UpdatedJul 28, 2025
Python

spartypkp /legalAI

Star10

LegalAI is a passion project which explores and simplifies the complexities of obtaining legal information using LLMs.

legal postgresql python3 openai psycopg2 scraping-python embeddings-similarity legal-analytics-and-data-science

UpdatedNov 23, 2023
Jupyter Notebook

MahmoudAbdelRahman /build2Vec

Star9

Building representation in the vector space

machine-learning graph embeddings bim ifc representation-learning network-embedding graph-neural-networks digital-twins embeddings-similarity

UpdatedNov 4, 2021
Python

Babelscape /CroCoAlign

Star9

A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts.

nlp machine-translation sentence-embeddings sentence-alignment bilingual-corpora multilinguality embeddings-similarity

UpdatedSep 11, 2024
Python

TeamEpicProjects /Practical-LLM-and-GPT-Applications

Star9

The repository is aimed at providing practical examples and resources for developers and researchers interested in applying LM and GPT models to real-world NLP problems.

embeddings code-search question-answering gpt-3 embeddings-similarity prompt-tuning llms sementic-text-search code-explanation

UpdatedJun 1, 2023
Jupyter Notebook

manthan89-py /Real-Time-Social-Media-Content-Retrievel-System

Star8

The Real Time Social Media Content Retrieval System fetches real-time LinkedIn posts based on user queries, offering multiple post retrieval and customization options. Although initially focused on LinkedIn, it can be expanded to incorporate other social media platforms, facilitating cross-channel post similarity searches.

python database-retrieval real-time-systems linkedin-scraper rag embeddings-similarity bytewax llms retrieval-augmented-generation