embeddings

60 projetos partilham este topic do GitHub

Linhas conectam membros que estão mensuravelmente relacionados entre si. O tamanho do ponto reflete estrelas.

🧬 Membros

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

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…

Retrieval and Retrieval-augmented LLMs

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

text-embeddings-inference

A blazing fast inference solution for text embeddings models

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

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

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…

generative-ai-docs

This repository is deprecated and will be archived

Fast State-of-the-Art Static Embeddings

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

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

awesome-embedding-models

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

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.

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

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…

vectordb-recipes

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

Rust library for generating vector embeddings, reranking locally!

A code repository indexing tool to supercharge your LLM experience.

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

🪿 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…

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

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

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

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.

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…

Lightweight Nearest Neighbors with Flexible Backends

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

Text2Text Language Modeling Toolkit

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

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

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

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

A resource-efficient C++ vector index engine built for low-RAM production workloads

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

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…

🔗 Familias relacionadas

rag 86 mcp 92 embeddings-similarity 5 ann 7 embedding 16 information-retrieval 20 image-classification 27 ml 16

Medido a partir dos tópicos do GitHub compartilhados por ambos os projetos, ponderado pela raridade de cada tópico.