MinishLab / model2vec

Fast State-of-the-Art Static Embeddings

withcatai / node-llama-cpp

Run AI models locally on your machine with node.js bindings for llama.cpp. Enforce a JSON schema on the model output on the generation level

agentset-ai / agentset

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

pykeen / pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

yoanbernabeu / grepai

Semantic Search & Call Graphs for AI Agents (100% Local)

Kav-K / GPTDiscord

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!

Tencent / WeMM-Embedding

WeMM-Embedding is a family of universal multimodal embedding models by the WeChat Vision Team at Tencent, supporting multimodal understanding and retrieval.

LLPhant / LLPhant

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

lightly-ai / lightly-train

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

dingodb / dingo

A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and ultra-low latency.

activeloopai / hivemind

Hivemind turns your traces into reusable skills across agents

pavlin-policar / openTSNE

Extensible, parallel implementations of t-SNE

jxzhangjhu / Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

natasha / natasha

Solves basic Russian NLP tasks, API for lower level Natasha projects

kantord / SeaGOAT

local-first semantic code search engine

cosmosgl / graph

GPU-accelerated force graph layout and rendering

kubeai-project / kubeai

AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.

MemeMeow-Studio / MemeMeow

MemeMeow 是一个基于自然语言的表情包检索工具。基于agent自动标注表情包含义，只需描述想要的场景或心情，快速找到合适的表情包。

Apparence-io / CamerAwesome

📸 Embedding a camera experience within your own app shouldn't be that hard. A flutter plugin to integrate awesome Android / iOS camera experience.

ArcadeData / arcadedb

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

OWASP / DevSecOpsGuideline

The OWASP DevSecOps Guideline can help us to embedding security as a part of the development pipeline.

microsoft / PowerBI-JavaScript

JavaScript library for embedding Power BI into your apps. Check out the docs website and wiki for more information.

AdaptiveMotorControlLab / CEBRA

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

helicalinsight / helicalinsight

Free, open source BI platform with AI conversational analytics (BYO-LLM), pixel-perfect paginated reports, interactive dashboards, SSO, embedding, multi-tenancy & row-level security. Every feature free in Community Edition. Self-hosted, Docker-ready

heathersherry / Knowledge-Graph-Tutorials-and-Papers

Insightful Tutorials and Papers about Knowledge Graphs

anush008 / fastembed-rs

Rust library for generating vector embeddings and reranking locally!

yueliu1999 / Awesome-Deep-Graph-Clustering

[IEEE T-KDE 2026] Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

chevereto / chevereto

The mature, battle-tested, high-end, OG self-hosted image and video hosting solution trusted since 2007. Build your own Flickr / Imgur media sharing platform with complete control over your content, data, and platform rules.

caoccao / Javet

Javet is Java + V8 (JAVa + V + EighT). It is an awesome way of embedding Node.js and V8 in Java.

LibreChat-AI / rag-api

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

orneryd / NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

deepnoodle-ai / risor

Risor is a fast, embeddable scripting language for Go applications. Add dynamic expressions, filters, and user-defined logic to your Go programs without embedding a heavy runtime like V8 or Python. Expressions compile to bytecode and run on a lightweight VM. Pure Go, minimal dependencies.

Azure / azure-search-vector-samples

A repository of code samples for Vector search capabilities in Azure AI Search.

epsilla-cloud / vectordb

A high performance Vector Database leveraging parallel graph computing

curiosity-ai / catalyst

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

rafal-qa / slopo

Embedding-based discovery of duplicated logic for projects too large or messy to maintain reliably

christopherkarani / Wax

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

ThomasVitale / llm-apps-java-spring-ai

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

trilogy-libraries / trilogy

Trilogy is a client library for MySQL-compatible database servers, designed for performance, flexibility, and ease of embedding.

KipData / KiteSQL

Embedded relational database and native Rust data API.

TIGER-AI-Lab / VLM2Vec

This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]

EverMind-AI / SkillCorpus

Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

Bessouat40 / RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

epam / ai-dial-core

The main component of AI DIAL, which provides unified API to different chat completion and embedding models, assistants, and applications

smg-project / smg

Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.

DenisovAV / flutter_edge_ai

On-device AI for Flutter — Gemma and other LLMs, multimodal, function calling, embeddings, RAG and speech on Android, iOS, Web, macOS, Windows and Linux.

marlin-codes / Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

damian0815 / compel

A prompting enhancement library for transformers-type text embedding systems

stephanrauh / ngx-extended-pdf-viewer

A full-blown PDF viewer for Angular 19, 20, and beyond

codelion / adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

mozilla / geckoview

GeckoView is a set of components for embedding Gecko in Android apps

SearchSavior / OpenArc

Inference engine for Intel devices. Serve LLMs, VLMs, Whisper, Kokoro-TTS, Embedding and Rerank models over OpenAI endpoints.

r14dd / patent

A prior-art search for your code ideas — has this dev tool already been shipped?

estebanpdl / osintgpt

An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing

superlinked / VectorHub

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

bytecodealliance / wasmtime-dotnet

.NET embedding of Wasmtime https://bytecodealliance.github.io/wasmtime-dotnet/

apocas / restai

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...

Muvon / octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

smartscanapp / smartscan-android

Turn your images and videos into a personal knowledge base

allenv0 / SCM

Multimodal memory agent on macOS