Projects in Awesome Lists tagged with vectors
A curated list of projects in awesome lists tagged with vectors .
https://github.com/supabase/supabase
The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
ai alternative auth database deno embeddings example firebase nextjs oauth2 pgvector postgis postgres postgresql postgrest realtime supabase vectors websockets
Last synced: 05 Feb 2026
https://github.com/meilisearch/meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
ai api app-search database enterprise-search faceting full-text-search fuzzy-search geosearch hybrid-search instantsearch search search-as-you-type search-engine semantic-search site-search typo-tolerance vector-database vector-search vectors
Last synced: 11 Mar 2026
https://github.com/meilisearch/Meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
ai api app-search database enterprise-search faceting full-text-search fuzzy-search geosearch hybrid-search instantsearch search search-as-you-type search-engine semantic-search site-search typo-tolerance vector-database vector-search vectors
Last synced: 07 May 2025
https://github.com/meilisearch/MeiliSearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
ai api app-search database enterprise-search faceting full-text-search fuzzy-search geosearch hybrid-search instantsearch search search-as-you-type search-engine semantic-search site-search typo-tolerance vector-database vector-search vectors
Last synced: 29 Mar 2025
https://github.com/weaviate/weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
approximate-nearest-neighbor-search generative-search grpc hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate
Last synced: 02 Jun 2026
https://github.com/StarTrail-org/LEANN
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
ai faiss gpt-oss langchain llama-index llm localstorage offline-first ollama privacy python rag retrieval-augmented-generation vector-database vector-search vectors
Last synced: 02 Jun 2026
https://github.com/yichuan-w/leann
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
ai faiss gpt-oss langchain llama-index llm localstorage offline-first ollama privacy python rag retrieval-augmented-generation vector-database vector-search vectors
Last synced: 08 Mar 2026
https://github.com/thi-ng/umbrella
⛱ Broadly scoped ecosystem & mono-repository of 206 TypeScript projects (and ~185 examples) for general purpose, functional, data driven development
color data-structures dataflow dsl functional-programming geometry html monorepo parser-combinators reactive-programming shadergraph streams transducers typescript ui vectors visualization webassembly webgl ziglang
Last synced: 14 May 2025
https://github.com/vearch/vearch
Distributed vector search for AI-native applications
ai-native ai-native-database cloud-native document-retrieval embeddings hybrid-search rag retrieval-augmented-generation vector-database vector-search vectors
Last synced: 13 May 2025
https://github.com/plasticityai/magnitude
A fast, efficient universal vector embedding utility package.
embeddings fast fasttext gensim glove machine-learning machine-learning-library memory-efficient natural-language-processing nlp python vectors word-embeddings word2vec
Last synced: 15 May 2025
https://github.com/neumtry/neumai
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
ai chatgpt data data-engineering database embeddings etl llm llmops mlops ops pipeline python rag retrieval vector-database vectors
Last synced: 29 Oct 2025
https://github.com/NeumTry/NeumAI
Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.
ai chatgpt data data-engineering database embeddings etl llm llmops mlops ops pipeline python rag retrieval vector-database vectors
Last synced: 11 Apr 2025
https://github.com/felselva/mathc
Pure C math library for 2D and 3D programming
2d 3d c graphics math matrices minimal quaternions vectors
Last synced: 14 Jan 2026
https://github.com/dgarnitz/vectorflow
VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.
ai data-engineering embeddings machine-learning nlp vectors
Last synced: 14 Dec 2025
https://github.com/nuclia/nucliadb
NucliaDB, The AI Search database for RAG
ai-powered-search database language-model machine-learning mlops nuclia python rust search search-engine search-engines semantic semantic-search-engine text-classification unstructured-data vector-search vector-search-engine vectors
Last synced: 14 May 2025
https://github.com/netrasys/pgANN
Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
ann approximate-nearest-neighbor-search nearest-neighbor-search nearest-neighbors postgres vectors
Last synced: 01 Apr 2025
https://github.com/enricocid/vectorifydahome
📱 Minimal app to apply wallpapers from a vast (400+) collection of vector graphics 🙃 :trollface:
android android-app android-application android-ui kotlin kotlin-android vector-drawable vector-graphics vectors wallpaper-app wallpaper-changer wallpapers
Last synced: 14 Sep 2025
https://github.com/supabase/vecs
Postgres/pgvector Python Client
ai embeddings pgvector postgres vectors
Last synced: 15 May 2025
https://github.com/microsoft/rag-experiment-accelerator
The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.
acs azure chunking dense embedding evaluation experiment genai indexing information-retrieval llm openai rag sparse vectors
Last synced: 16 May 2025
https://github.com/kooparse/zalgebra
Linear algebra library for games and real-time graphics.
gamedev graphics linear-algebra mat4 math matrix quaternion vec3 vectors zig ziglang
Last synced: 16 May 2025
https://github.com/andreaferretti/neo
A matrix library
linear-algebra matrices nim vectors
Last synced: 07 Apr 2025
https://github.com/fzliu/radient
Radient turns many data types (not just text) into vectors for similarity search, clustering, regression analysis, and more.
audio embeddings etl fraud-detection graphs image-search images milvus molecular-search molecules recommender-system retrieval-augmented-generation semantic-search similarity-search text unstructured-data-etl vector-database vectors
Last synced: 06 Apr 2025
https://github.com/intelligentnode/IntelliNode
Access the latest AI models like ChatGPT, LLaMA, Diffusion, Gemini Hugging face, and beyond through a unified prompt layer and performance evaluation
anthropic chatbot chatgpt claude dall-e embeddings gemini google-ai gpt-4 hugging-face image-generation language-model mistralai nodejs openai prompt-engineering semantic-search speech-synthesis vectors
Last synced: 04 Apr 2025
https://github.com/intelligentnode/intellinode
Access the latest AI models like ChatGPT, LLaMA, Diffusion, Gemini Hugging face, and beyond through a unified prompt layer and performance evaluation
anthropic chatbot chatgpt claude dall-e embeddings gemini google-ai gpt-4 hugging-face image-generation language-model mistralai nodejs openai prompt-engineering semantic-search speech-synthesis vectors
Last synced: 05 Apr 2025
https://github.com/andreaferretti/linear-algebra
Linear algebra for Nim
linear-algebra matrices nim vectors
Last synced: 09 Apr 2025
https://github.com/kotlin-graphics/glm
jvm glm
android geometry-library glm graphics java jogl kotlin lwjgl math-library mathematics matrices vectors
Last synced: 04 Feb 2026
https://github.com/Zeeshanahmad4/chatgpt-knowledge-base-chatbot
An advanced chatbot that utilizes your own data to provide intelligent ChatGPT-style conversations using gpt-3.5-turbo and Ada for advanced embedding, as well as custom indexes and knowledgebase for a seamless user experience.
artificial-intelligence chatbot chatgpt embeddings gpt-3 gpt-3-5-turbo knowledge-base long-short-term-memory machine-learning openai openai-api openai-chatgpt pinecone qa qabot vectors
Last synced: 11 Apr 2025
https://github.com/zeeshanahmad4/chatgpt-knowledge-base-chatbot
An advanced chatbot that utilizes your own data to provide intelligent ChatGPT-style conversations using gpt-3.5-turbo and Ada for advanced embedding, as well as custom indexes and knowledgebase for a seamless user experience.
artificial-intelligence chatbot chatgpt embeddings gpt-3 gpt-3-5-turbo knowledge-base long-short-term-memory machine-learning openai openai-api openai-chatgpt pinecone qa qabot vectors
Last synced: 28 Apr 2025
https://github.com/lace/vg
Vector-geometry toolbelt for 3D points and vectors
3d-points 3d-vectors geometry linear-algebra numpy shortcuts toolbelt vector vectors
Last synced: 06 Apr 2025
https://github.com/0xDebabrata/citrus
(distributed) vector database
approximate-nearest-neighbor-search embeddings hnsw nearest-neighbor-search semantic-search semantic-search-engine similarity-search vector-database vector-search-engine vectors
Last synced: 01 Jul 2025
https://github.com/swarmauri/swarmauri-sdk
a monorepo featuring modular microkernel frameworks and single purpose extensions
agents ai chunking factories llm-framework measures metrics modular monorepo nlp orchestration orchestration-framework parsing tooling tools vectors
Last synced: 20 May 2026
https://github.com/Azure-Samples/SQL-AI-samples
Samples using AI and Azure SQL DB
ai azure azure-sql-database azure-sql-db database llm openai vectors
Last synced: 25 Mar 2025
https://github.com/ucb-bar/saturn-vectors
Chisel RISC-V Vector 1.0 Implementation
chisel cpu microarchitecture risc-v rvv vectors
Last synced: 07 Apr 2025
https://github.com/scinim/numericalnim
A collection of numerical methods written in Nim
curve-fitting discrete-points integral integration interpolation lbfgs nim nim-lang numerical-computation numerical-integration numerical-methods ode ode-integrators ode-solver optimization-methods science scientific scientific-computing simpson-rule vectors
Last synced: 09 Apr 2025
https://github.com/gyrovorbis/sh4zam
Linear Algebra and math library for the Hitachi SuperH4 Processor (used by the Sega Dreamcast).
assembly dreamcast hitachi linear-algebra matrices memcpy naomi optimization quaternion renesas sega sega-dreamcast sh4 simd simd-intrinsics superh vectorization vectors
Last synced: 02 Sep 2025
https://github.com/bodigrim/bitvec
Bit vectors: 8x less memory, up to 3500x faster than Vector Bool
bit-array bit-vectors bitmap bitmask libgmp vectors
Last synced: 09 Apr 2025
https://github.com/automattf/vector.lua
a simple vector library for Lua based on the PVector class from processing
game-development love2d lua vectors
Last synced: 21 Aug 2025
https://github.com/apexskier/sklinearalgebra
Swift extensions for Linear Algebra with SceneKit
linear-algebra scenekit swift-library vectors
Last synced: 12 Apr 2025
https://github.com/packtworkshops/the-deep-learning-with-keras-workshop
An Interactive Approach to Understanding Deep Learning with Keras
artificial-neural-networks classification cross-validation decision-trees hyperparameter-tuning k-means-clustering keras linear-transformation logistic-regression machine-learning magnetic-resonance-imaging model-evaluation model-tuning regression regularization scalars scikit-learn support-vector-machine tensorflow vectors
Last synced: 15 Apr 2025
https://github.com/Azure-Samples/azure-sql-db-session-recommender
Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings
azure-functions azure-sql-db azure-static-web-apps data-api-builder embeddings event-driven fullstack jamstack open-ai vectors
Last synced: 11 May 2025
https://github.com/azure-samples/azure-sql-db-session-recommender
Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings
azure-functions azure-sql-db azure-static-web-apps data-api-builder embeddings event-driven fullstack jamstack open-ai vectors
Last synced: 30 Oct 2025
https://github.com/achirkin/easytensor
Many-dimensional type-safe numeric ops
dimensions haskell linear-algebra matrices tensors vectors
Last synced: 26 Mar 2025
https://github.com/fireblade-engine/math
A dependency free, lightweight, fast math library for 2D and 3D vectors, quaternions and matrices in Swift with (optional) SIMD support.
2d 3d 3d-vectors cross-platform game-development gamedev math matrices matrix numerics quaternion quaternions simd simd-support spm swift swift-package-manager vector vector-graphics vectors
Last synced: 10 Feb 2026
https://github.com/francisrstokes/vec-la
Tiny linear algebra library specifically for 2d
javascript javascript-library linear-algebra matrices vectors
Last synced: 25 Mar 2025
https://github.com/donkarlssonsan/vectory
JavaScript vector math library
es6 javascript math vector vectors
Last synced: 28 Oct 2025
https://github.com/dmnsgn/vector-field
A data structure and lookup for 3D vector fields (flow fields).
3d flow flow-field lookup noise perlin vector-field vectors
Last synced: 25 Aug 2025
https://github.com/netfabric/netfabric.numerics
A .NET library that provides strongly-typed implementations of multiple coordinate systems, including rectangular, polar, spherical, and geodetic.
angle cartesian coordinatesystems csharp degrees dotnet ellipsoid geodetic geometry latlon latlong numerics polar-coordinates radians spherical-coordinates trigonometry vectors wgs84
Last synced: 12 May 2025
https://github.com/evanshortiss/vector2d
2D Vector Library. Operates using Objects, Array or Float32Array types to allow flexible performance.
2d 2d-vector-library javascript math nodejs typescript vec2d vector vector-representations vector2d vectors
Last synced: 12 Dec 2025
https://github.com/Azure-Samples/azure-sql-db-session-recommender-v2
Build a Retrieval Augmented Generation solution using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings
azure-functions azure-sql azure-sql-database data-api-builder open-ai retrieval-augmented-generation vectors
Last synced: 18 Apr 2025
https://github.com/jeffreysarnoff/anglebetweenvectors.jl
An accurate and stable calculation of the angle separating two vectors.
accurate angle floating-point julia n-dimensional vectors
Last synced: 11 Apr 2025
https://github.com/aionescu/vec
Fast, safe mutable dynamic arrays for OCaml
collections ocaml polymorphic-variants vectors
Last synced: 30 Oct 2025
https://github.com/mondeja/simple-icons-blender
Simple Icons Blender add-on
2d 3d animation assets blender blender-addon branding branding-assets brands icons simple-icons vectors
Last synced: 13 Apr 2026
https://github.com/matthias314/smallcollections.jl
A Julia package providing variable-length set and vector types that don't allocate
Last synced: 04 Apr 2025
https://github.com/florents-tselai/vasco
vasco: Discover hidden patterns in your Postgres data
correlation-coefficient maximal-information-coefficient postgres postgresql-extension similarity vector-similarity vectors
Last synced: 11 Apr 2025
https://github.com/galacticdynamics/coordinax
Coordinates in JAX
coordinate-systems coordinate-transformation coordinates jax multiple-dispatch quax reference-frames vectors
Last synced: 20 Oct 2025
https://github.com/squaredev-io/squaredev
The platform for developers building applications powered by LLMs
ai artificial-intelligence embedings generative-ai llm monitoring rag retreival vector-database vectors
Last synced: 17 Jan 2026
https://github.com/vivek3141/vector-field-visualizer
A python back-end web app to visualize a two dimensional vector field, and to calculate divergence and curl at any point.
js matplotlib python vector-field vectors visualization
Last synced: 01 Apr 2025
https://github.com/yorek/azure-sql-db-ai-samples-search
A practical sample of RAG pattern applied to a real-world use case: make finding samples using Azure SQL easier and more efficient!
ai azure-sql azure-sql-database azure-sql-db data-api-builder genai rag react vectors vectorstore
Last synced: 09 Oct 2025
https://github.com/emmt/LazyAlgebra.jl
A Julia package to extend the notion of vectors and matrices
julia mappings matrices vectors
Last synced: 04 May 2025
https://github.com/emmt/lazyalgebra.jl
A Julia package to extend the notion of vectors and matrices
julia mappings matrices vectors
Last synced: 12 Jul 2025
https://github.com/cumbof/hdlib
Hyperdimensional Computing Library for building Vector Symbolic Architectures in Python 3
hyperdimensional-computing library machine-learning python vector-symbolic-architectures vectors
Last synced: 14 Apr 2025
https://github.com/redis/redis-vl-java
Redis Vector Library (RedisVL) -- the AI-native Java client for Redis.
agentic-ai ai embeddings generative-ai java llm llm-cache rag rag-chatbot redis semantic-cache semantic-routing vector-database vector-search vectors
Last synced: 18 Feb 2026
https://github.com/philbooth/hoopy
MOVED TO GITLAB
arrays circular-array circular-buffer data-structures data-types vectors
Last synced: 18 Nov 2025
https://github.com/khuyentran1401/numerical-optimization-machine-learning
Codes for popular numerical optimization methods and machine learning algorithms
determinant-calculation gauss-elimination linear-algebra machine-learning machine-learning-algorithms matrix normalization numerical-optimization python3 vectors
Last synced: 13 Apr 2025
https://github.com/pasaopasen/mathclasses
Set of simple mathematical classes in C# (Vectors, Matrixes, Polynoms, Systems of linear equations, Integrals methods, Complex numbers, Rational numbers, Graphs, Methods for solving differential equations) + some features such as memoize (function values memorising)
approximation-algorithms complex-functions complex-number complex-numbers csharp-maths graphs integral interpolation-methods linear-equations linear-programming linear-regression maths matrixes memoize nuget-package optimization-algorithms polynoms rational-numbers swarm vectors
Last synced: 08 Sep 2025
https://github.com/pzaino/zvector
An ANSI C Vector library (Dynamic Array) that is fully configurable, fast, thread safe, reentrant, can store dynamic data structures as well as base datatypes and can be used to create dynamic stacks, dynamic queues and more.
algorithms ansi arrays bsd c c99 data-structures dynamic-arrays dynamic-queue dynamic-stack embedded gcc hacktoberfest high-performance library linux macos vectors winodws zig
Last synced: 27 Jul 2025
https://github.com/dblock/vectordb-hello-world
Examples of vector DB indexing and query with various vector databases.
chroma clickhouse opensearch pgvector pinecone qdrant redis vector-database-embedding vector-database-search vectors vespa-engine weviate
Last synced: 23 Oct 2025
https://github.com/vgratian/cosine
Measure performance in calculating cosine similarity: C, C++, Go, Python, Perl and Oberon2.
benchmark cosine-similarity cosine-similiarity cosinesimilarity linear-algebra vectors
Last synced: 14 Jan 2026
https://github.com/malespiaut/libcrtxy
The CRT X-Y library (libcrtxy) is meant to be used by video game programmers who wish to create games in the style of vector graphics arcade games of the late 1970s and early 1980s. (Tempest, Star Wars, Battle Zone, Star Castle, etc.)
arcade arcade-framework arcade-library arcade-machine game game-2d game-dev game-development gamedev library vector vector-graphics vectors video-game
Last synced: 24 Jul 2025
https://github.com/instant-dev/vectors
Easily batch create vectors with OpenAI
nodejs openai openai-api pgvector pinecone vectors
Last synced: 21 Apr 2025
https://github.com/gacarrillor/autofields
QGIS plugin to configure automatic vector field updates when creating or modifying features.
attributes automatic field-calculator fields qgis-plugin updates vector-field vectors
Last synced: 11 Apr 2025
https://github.com/teddyoweh/proving-orthogonal-vectors
A function created to parse two vector and follow an alogrithm to prove if the vectors are Orthogonal ( Perpendicular) or not.
algorithm-challenges algorithms calculus pre-calclus python vectors
Last synced: 07 Feb 2026
https://github.com/relevanceai/relevance-js-sdk
Vector Database by Relevance AI. Fast and simple with support for chaining.
embeddings javascript nodejs vector-database vectors
Last synced: 04 Apr 2025
https://github.com/capnslipp/vuckt
A Swift Vector Library That Doesn't Suck
bridge coremotion math math-library matrix objc simd simd-types swift swift-library vector vector3d vectors
Last synced: 29 Apr 2026
https://github.com/elchemista/vettore
Elixir in memory VectorDB build with Rust using rustler! It's small, fast, efficient, simple!
elixir rag rust rustler vector-database vectors
Last synced: 16 May 2025
https://github.com/dimonets/aws-ai-chatbot
AWS AI ChatBot streaming demo implementation using NodeJS, AWS Bedrock, Lambda and DocumentDB
ai ai-chatbot anthropic aws aws-chatbot aws-s3 bedrock chatbot claude-3 documentdb embeddings lambda nodejs rag s3 sonnet titan vectors
Last synced: 09 Apr 2026
https://github.com/sondosaabed/linear-algebra-refresher-course
Learning linear algebra by doing, code my own library of linear algebra functions!
intersection linear-algebra matrices matrices-transformation vectors
Last synced: 04 Oct 2025
https://github.com/cheatsheet-lang/octave
Octave Cheatsheet
conditional function hacktoberfest hacktoberfest2020 matrices octave octave-cheatsheet plotting statements syntax vectors
Last synced: 01 Mar 2026
https://github.com/soumilgit/sy-resources
A repository containing resources for SYBTech CSE.
algorithms binary-search binary-search-tree btech-cse-core btech-notes c cpp data-structures datascience dijkstra-shortest-path knapsack-problem lcs-algorithm maths mysql optimization php probability-distribution probability-statistics r vectors
Last synced: 19 Apr 2025
https://github.com/s-litvin/p5-lunar-lander
Inspired by "Lunar lander" game, based on vector physics.
js lunar-lander lunar-lander-game physics-simulation vectors
Last synced: 05 May 2025
https://github.com/strojure/vectops
Basic operations with Clojure vectors.
clojure clojurescript optimization persistent-data-structure vectors
Last synced: 15 Aug 2025
https://github.com/gagniuc/markov-chains-prediction-framework
This application makes predictions by multiplying a probability vector with a transition matrix multiple times (n steps - user defined). On each step the values from the resulting probability vectors are plotted on a chart. The resulting curves on the chart indicate the behavior of the system over a number of steps.
markov-chains markov-model prediction probability transition transition-matrix vb6 vectors
Last synced: 09 Mar 2026
https://github.com/tushar2704/powerful-rag-applications
Powerful RAG Applications
application chainlit chatbot claude django fastapi llm llms openai rag streamlit tushar2704 vectors
Last synced: 04 Nov 2025
https://github.com/trainingbypackt/ultimate-godot-game-developer-projects-elearning
Master game building by creating cross-platform 2D and 3D games with Godot
2d-coordinate 2d-game 3d-game blender gdscript godot hud inheritance kinematics mesh-library network-game nodes rendering shaders vectors visual-effects
Last synced: 10 Apr 2025
https://github.com/hectorpulido/simple_linear_algebra
Simple list of functions of matrices
Last synced: 10 Oct 2025
https://github.com/emctague/veca
A simple 2D and 3D vector library for JS.
javascript math nodejs vectors
Last synced: 17 Mar 2026
https://github.com/marcusaichmayr/elementary_vectors
SageMath package for elementary vectors (circuits and cocircuits of a matrix)
circuits cocircuits elementary-vectors sagemath vectors
Last synced: 26 Feb 2026
