embeddings

113 proyectos comparten este topic de GitHub

Las líneas conectan a los miembros que están mediblemente relacionados entre sí. El tamaño de los puntos refleja las estrellas.

🧬 Miembros

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web,…

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions,…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each…

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent,…

A vector index built on TurboQuant, written in Rust with Python bindings

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It…

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database,…

Retrieval and Retrieval-augmented LLMs

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random…

Postgres with GPUs for ML/AI apps.

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written…

Memory library for building stateful agents

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured…

text-embeddings-inference

A blazing fast inference solution for text embeddings models

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

Local persistent memory store for LLM applications including claude desktop, github copilot, codex,…

One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and…

A python library for self-supervised learning on images.

A library for transfer learning by reusing parts of TensorFlow models.

awesome-generative-ai

A curated list of Generative AI tools, works, models, and references

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP:…

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and…

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning,…

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video…

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and…

Open-source inference server and production cluster for all the models your agent needs.

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Distributed vector search for AI-native applications

generative-ai-docs

This repository is deprecated and will be archived

Fast State-of-the-Art Static Embeddings

AI-powered cross-platform e-book reader with semantic search, RAG chat, local vector store, notes, TTS, and…

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

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

Text-To-Speech, RAG, and LLMs. All local!

A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation,…

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

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

Bringing BERT into modernity via both architecture changes and scaling

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

A fast, efficient universal vector embedding utility package.

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

Hivemind turns your traces into reusable skills across agents

amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This…

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of…

Awesome-LLM-RAG

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

local-first semantic code search engine

GPU-accelerated force graph layout and rendering

obsidian-Smart2Brain

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

vlms-zero-to-hero

This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge…

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory…

Rust library for generating vector embeddings, reranking locally!

vectordb-recipes

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

Epsilla is a high performance Vector Database Management System

A code repository indexing tool to supercharge your LLM experience.

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

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large…

Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!

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

Train Models Contrastively in Pytorch

llm-apps-java-spring-ai

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

Azure-AIGEN-demos

Microsoft Foundry (demos, documentation, accelerators).

A NodeJS RAG framework to easily work with LLMs and embeddings

multimodal-agents-course

An MCP Multimodal AI Agent with eyes and ears!

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

🚀WebUI integrated platform for latest LLMs | 各大语言模型的全流程工具 WebUI…

A dead-simple API to build LLM-powered apps

GraphRAG-rs is a high-performance, state-of-the-art Rust implementation of GraphRAG (Graph-based Retrieval…

chatgpt-your-files

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

Your Local Artificial Memory on your Device.

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by…

Mercury - Train your own custom GPT. Chat with any file, or website.

Semantic code searcher and codebase utility

A tiny embedding database in pure Rust.

Vision AI Solution Accelerator

A curated list of retrieval-augmented generation (RAG) in large language models

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using…

Super performant RAG pipelines for AI apps. Summarization, Retrieve/Rerank and Code Interpreters in one…

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

embedding_studio

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

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One…

VectorDB-Plugin

Program that lets you ask questions about your documents, audio, and video files.

Lightweight Nearest Neighbors with Flexible Backends

QVAC - Local AI SDK and libraries for building private, cross-platform, peer-to-peer AI applications. Run…

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

Ask questions about any data source by leveraging langchains

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor.…

RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable,…

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings,…

Text2Text Language Modeling Toolkit

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval,…

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults,…

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG…

Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunking, dependency &…

VectorRAG.Net is a .NET-native high-performance vector database library for semantic search and RAG…

Voice notes for iPhone and macOS - 100% Rust, Dioxus, local-first (SQLite + LanceDB + RIG)

self-hosted-ai-stack

Deploy a complete self-hosted AI stack with Docker Compose: Ollama, LiteLLM, AnythingLLM, Whisper,…

Hybrid semantic search and AI curation for your vault. Combines BM25 keyword, on-device WebGPU embeddings,…

llm-wiki-memory

Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile,…

Own your AI memory — import ChatGPT, Claude and Gemini exports, see what each AI knows about you.…

A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in…

🧠 Hybrid long-term memory plugin for OpenClaw agents — SQLite+FTS5 for structured facts, LanceDB for…

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with…

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API

Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web…

World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and…

Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process…

★ 56 · GitHub ↗

🔗 Familias relacionadas

semantic-search 101 vector-search 94 ai-memory 50 sqlite 48 retrieval 40 hybrid-search 27 long-term-memory 36 knowledge-base 58

Medido a partir de los temas de GitHub compartidos por ambos proyectos, ponderado por cuán raros son cada uno de los temas.