embeddings

112 progetti condividono questo topic GitHub

Le linee collegano membri che sono misurabilmente correlati tra loro. La dimensione dei punti riflette le stelle.

🧬 Membri

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

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

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

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

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

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.

Postgres with GPUs for ML/AI apps.

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Search your computer by what's in your files: photos, PDFs, documents, recordings, videos and code. On-device…

★ 5.9k · GitHub ↗

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and…

text-embeddings-inference

A blazing fast inference solution for text embeddings models

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

★ 4.5k · GitHub ↗

The Ruby AI framework.

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

Open-source AI coding assistant for VS Code. Coding agent, code completion, chat, edits and reviews with…

★ 3.7k · GitHub ↗

awesome-generative-ai

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

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

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

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,…

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

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

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

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

generative-ai-docs

This repository is deprecated and will be archived

Fast State-of-the-Art Static Embeddings

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!

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.

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…

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

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…

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

A NodeJS RAG framework to easily work with LLMs and embeddings

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

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…

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

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…

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server…

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

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

A tiny embedding database in pure Rust.

Vision AI Solution Accelerator

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…

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

Lightweight Nearest Neighbors with Flexible Backends

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,…

Text2Text Language Modeling Toolkit

🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories…

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

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

Your coding agent starts every session blank. Rekal is the memory your team is missing

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

Agentic Voice Notes for iPhone and macOS - Rust, Dioxus, LanceDB + RIG + SQLite

self-hosted-ai-stack

Deploy a self-hosted AI stack with Docker Compose: local LLMs, chat, document parsing, embeddings,…

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

Find, connect, rediscover your notes — a local-first second brain for Obsidian. Semantic search with strong…

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

Embedded retrieval library built on Parquet. Fast, efficient, and scalable.

★ 139 · GitHub ↗

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

★ 136 · GitHub ↗

llm-wiki-memory

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

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

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

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

free-llm-api-hub

A continuously-verified dataset of free-tier & trial-credit LLM APIs for developers. Every entry dated,…

★ 109 · GitHub ↗

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

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

Shared memory for AI coding tools: hybrid search, cited Q&A, harness memory discovery and a built-in Web…

★ 101 · GitHub ↗

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

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

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

vecdb-python-sdk

Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database

ai-engineering-playbook

A zero-to-100 learning path for applied AI engineering — RAG, embeddings, vector search, agents, MCP, and…

awesome-EmbeddingGemma

EmbeddingGemma2 resources: local search apps, decision models, inference frameworks, tutorials, and datasets.…

★ 50 · GitHub ↗

awesome-ai-handbook

A practical guide to AI: from running your first local model to building your own agents. 52 files covering…

MODA: open fashion retrieval benchmark and models by Hopit AI. MODA (203M, open source), MODA Pro Lite (213M,…

Pixel-native visual RAG ported to Rust on the ruvector ANN substrate (HNSW + IVF-Flat) —…

★ 45 · GitHub ↗

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

🔗 Famiglie affini

semantic-search 104 vector-database 96 vector-search 66 sqlite 65 ai-memory 66 knowledge-base 86 code-search 21 agent-memory 113

Misurato dai temi di GitHub condivisi da entrambi i progetti, ponderato in base a quanto è raro ciascun tema.