#Vector

Showing 60 of 88 repositories tagged #vector, ranked by stars

QuivrHQ
QuivrHQ
quivr

Opiniated RAG for integrating GenAI in your apps ๐Ÿง  Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

Score
100
โ˜… 39.2k โ‘‚ 3.7k +5/day
Python
oramasearch
oramasearch
orama

๐ŸŒŒ A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

Score
100
โ˜… 10.5k โ‘‚ 397 +2/day
TypeScript
oceanbase
oceanbase
oceanbase

The Fastest Distributed Database for Transactional, Analytical, and AI Workloads.

Score
100
โ˜… 10.2k โ‘‚ 1.9k +11/day
C++
vespa-engine
vespa-engine
vespa

The AI search platform

Score
100
โ˜… 7.0k โ‘‚ 725 +12/day
Java
HelixDB
HelixDB
helix-db

HelixDB is an OLTP graph-vector database built in Rust on Object Storage.

Score
100
โ˜… 5.6k โ‘‚ 311 +39/day
Rust
TaskingAI
TaskingAI
TaskingAI

The open source platform for AI-native application development.

Score
60
โ˜… 5.4k โ‘‚ 357 +1/day
Python
williamngan
williamngan
pts

A library for visualization and creative-coding

Score
75
โ˜… 5.3k โ‘‚ 183 โ€”
TypeScript
dimforge
dimforge
nalgebra

Linear algebra library for Rust.

Score
88
โ˜… 4.8k โ‘‚ 556 +7/day
Rust
objectbox
objectbox
objectbox-java

Database for Android and JVM - first and fast, lightweight on-device vector database

Score
100
โ˜… 4.6k โ‘‚ 307 +5/day
Java
infiniflow
infiniflow
infinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Score
97
โ˜… 4.6k โ‘‚ 430 +7/day
C++
ruvnet
ruvnet
RuVector

RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.

Score
75
โ˜… 4.3k โ‘‚ 570 +2/day
Rust
MariaLetta
MariaLetta
free-gophers-pack

โœจ This pack of 100+ gopher pictures and elements will help you to build own design of almost anything related to Go Programming Language: presentations, posts in blogs or social media, courses, videos and many, many more.

Score
50
โ˜… 4.0k โ‘‚ 222 +2/day
Go
egonelbre
egonelbre
gophers

Free gophers

Score
25
โ˜… 3.8k โ‘‚ 182 โ€”
Go
tarek360
tarek360
RichPath

๐Ÿ’ช Rich Android Path. ๐Ÿคก Draw as you want. ๐ŸŽ‰ Animate much as you can.

Score
50
โ˜… 2.3k โ‘‚ 260 โ€”
Kotlin
tensorchord
tensorchord
pgvecto.rs

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

Score
50
โ˜… 2.2k โ‘‚ 84 +3/day
Rust
react-designer
react-designer
react-designer

It's not art

Score
40
โ˜… 1.9k โ‘‚ 227 +1/day
JavaScript
vdaas
vdaas
vald

Vald. A Highly Scalable Distributed Vector Search Engine

Score
100
โ˜… 1.7k โ‘‚ 93 +1/day
Go
currentslab
currentslab
awesome-vector-search

Collections of vector search related libraries, service and research papers

Score
100
โ˜… 1.6k โ‘‚ 120 +2/day
Toblerity
Toblerity
Fiona

Fiona reads and writes geographic data files

Score
0
โ˜… 1.2k โ‘‚ 220 +2/day
Python
OSGeo
OSGeo
grass

GRASS - free and open-source geospatial processing engine

Score
100
โ˜… 1.1k โ‘‚ 435 โ€”
C
elastic
elastic
elasticsearch-labs

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

Score
94
โ˜… 1.1k โ‘‚ 274 +4/day
Jupyter Notebook
libxsmm
libxsmm
libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

Score
83
โ˜… 965 โ‘‚ 203 โ€”
C
mateogianolio
mateogianolio
vectorious

Linear algebra in TypeScript.

Score
20
โ˜… 918 โ‘‚ 42 โ€”
TypeScript
aegis-icons
aegis-icons
aegis-icons

Unofficial 2FA entry icons for open source Android authenticator Aegis.

Score
83
โ˜… 906 โ‘‚ 78 โ€”
Batchfile
lanterndata
lanterndata
lantern

PostgreSQL vector database extension for building AI applications

Score
38
โ˜… 887 โ‘‚ 66 โ€”
Rust
opengeos
opengeos
python-geospatial

A collection of Python packages for geospatial analysis with binder-ready notebook examples

Score
20
โ˜… 887 โ‘‚ 142 โ€”
Shell
danny-avila
danny-avila
rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

Score
80
โ˜… 861 โ‘‚ 375 +4/day
Python
JOML-CI
JOML-CI
JOML

A Java math library for OpenGL rendering calculations

Score
67
โ˜… 837 โ‘‚ 111 +2/day
Java
henomis
henomis
lingoose

๐Ÿชฟ LinGoose is a Go framework for building awesome AI/LLM applications.

Score
75
โ˜… 834 โ‘‚ 76 โ€”
Go
parrt
parrt
tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

Score
0
โ˜… 804 โ‘‚ 38 โ€”
Jupyter Notebook
RelevanceAI
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)

Score
50
โ˜… 560 โ‘‚ 55 โ€”
superlinked
superlinked
VectorHub

Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.

Score
90
โ˜… 524 โ‘‚ 133 โ€”
Jupyter Notebook
supabase-community
supabase-community
chatgpt-your-files

Production-ready MVP for securely chatting with your documents using pgvector

Score
87
โ˜… 514 โ‘‚ 196 โ€”
TypeScript
AhmadRafiee
AhmadRafiee
DevOps_Certification

A comprehensive repository for mastering DevOps skills and tools. Explore topics like Docker, Kubernetes, Ansible, Terraform, and more. Ideal for beginners and experienced professionals alike, with hands-on examples and detailed documentation to enhance your DevOps journey.

Score
80
โ˜… 488 โ‘‚ 129 +2/day
Shell
Dicklesworthstone
Dicklesworthstone
fast_vector_similarity

High-performance vector similarity library in Rust with Python bindings: Spearman, Kendall, distance correlation, Jensen-Shannon, Hoeffding's D, and bootstrapped confidence intervals

Score
81
โ˜… 430 โ‘‚ 26 โ€”
Rust
arakoodev
arakoodev
EdgeChains

EdgeChains.js is Full-Stack GenAI library. Front-end, backend, apis, prompt management, distributed computing. All core prompts & chains are managed declaratively in jsonnet (and not hidden in classes)

Score
80
โ˜… 427 โ‘‚ 210 +2/day
JavaScript
guangzhengli
guangzhengli
vectorhub

Quickly and easily build AI website or application by using embeddings!

Score
0
โ˜… 386 โ‘‚ 40 โ€”
TypeScript
LittleSound
LittleSound
bekuto3d

Convert SVG files to 3D models. Export STL, OBJ, or GLTF. Use it for 3D Printing or 3D Web Development.

Score
60
โ˜… 354 โ‘‚ 21 +1/day
Vue
exograph
exograph
exograph

Build production-ready backends in minutes

Score
60
โ˜… 348 โ‘‚ 20 +1/day
Rust
10up
10up
safe-svg

Enable SVG uploads and sanitize them to stop XML/SVG vulnerabilities in your WordPress website.

Score
100
โ˜… 336 โ‘‚ 38 โ€”
PHP
flutter-studio
flutter-studio
flutter-icons

Customizable Icons for Flutter :boom:

Score
17
โ˜… 335 โ‘‚ 138 โ€”
Dart
vector-ai
vector-ai
vectorai

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

Score
17
โ˜… 320 โ‘‚ 42 โ€”
Python
R-js
R-js
blasjs

Pure Javascript manually written :ok_hand: implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.

Score
0
โ˜… 294 โ‘‚ 20 โ€”
TypeScript
lux-db
lux-db
lux

A Redis-compatable key-value store. Up to 10x faster. Native vector support.

Score
62
โ˜… 271 โ‘‚ 21 โ€”
Rust
fusedio
fusedio
udfs

Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.

Score
50
โ˜… 262 โ‘‚ 51 โ€”
Python
upstash
upstash
rag-chat

Prototype SDK for RAG development.

Score
68
โ˜… 259 โ‘‚ 56 โ€”
TypeScript
towardsai
towardsai
ai-tutor-rag-system

This is a repository for the course "From Beginner to LLM Developer" by Towards AI.

Score
84
โ˜… 238 โ‘‚ 69 +1/day
Jupyter Notebook
aws-samples
aws-samples
rag-using-langchain-amazon-bedrock-and-opensearch

RAG with langchain using Amazon Bedrock and Amazon OpenSearch

Score
35
โ˜… 229 โ‘‚ 45 โ€”
Python
scarletkc
scarletkc
vexor

A semantic search engine for files and code.

Score
100
โ˜… 226 โ‘‚ 13 +2/day
Python
szpnygo
szpnygo
VecTextSearch

ไธ€ไธช99%็”ฑOpenAI ChatGPTๅผ€ๅ‘็š„้กน็›ฎใ€‚A project that is 99% developed by OpenAI ChatGPT.

Score
29
โ˜… 209 โ‘‚ 25 โ€”
Go
gusye1234
gusye1234
nano-vectordb

A simple, easy-to-hack Vector Database

Score
55
โ˜… 205 โ‘‚ 12 โ€”
Python
deven96
deven96
ahnlich

Suite of tools containing an in-memory vector datastore and AI proxy

Score
67
โ˜… 203 โ‘‚ 24 +10/day
Rust
vector-js
vector-js
vector

A javascript library for creating interactive graphics.

Score
25
โ˜… 198 โ‘‚ 19 โ€”
JavaScript
myscale
myscale
ChatData

ChatData ๐Ÿ” ๐Ÿ“– brings RAG to real applications with FREEโœจ knowledge bases. Now enjoy your chat with 6 million wikipedia pages and 2 million arxiv papers.

Score
26
โ˜… 178 โ‘‚ 21 โ€”
Python
andreiramani
andreiramani
pgvector_pgsql_windows

pgvector - a PostgreSQL extension (native compiled in Microsoft Windows environment)

Score
77
โ˜… 172 โ‘‚ 24 +3/day
NodeDB-Lab
NodeDB-Lab
nodedb

Document, columnar, KV, Graph, Vector, Array - The only all-in-one database that you need.

Score
71
โ˜… 171 โ‘‚ 14 +4/day
Rust
vectordotdev
vectordotdev
helm-charts

Helm charts for Vector.

Score
40
โ˜… 156 โ‘‚ 120 โ€”
Go Template
patricktrainer
patricktrainer
duckdb-embedding-search

Fast similarity search using DuckDB

Score
19
โ˜… 150 โ‘‚ 7 โ€”
Python
josxha
josxha
flutter-maplibre

Permissive and performant vector and raster maps with wide styling support powered by MapLibre SDKs.

Score
33
โ˜… 141 โ‘‚ 51 +2/day
Dart
Build5Nines
Build5Nines
SharpVector

Lightweight, In-memory, Semantic Search, Text Vector Database to embed in any .NET Application

Score
65
โ˜… 140 โ‘‚ 11 โ€”
C#
Related Topics
#rag#ai#vector-database#llm#python#embeddings#machine-learning#database#vector-search#search#svg#chatgpt

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