rag

LLM tools used in production at Dexa

Open-source AI-era employment platform connecting skills, jobs, enterprises, governance, and AI agents.

Academic Personal AI Infrastructure

Deeptoai 系列 RAG 教程

Open-source, real-time collaborative AI canvas - notes, mini-apps, and agents on one infinite board.

An F/OSS solution combining AI with Wikipedia knowledge via a RAG pipeline

Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.

An interactive visualization tool for understanding Retrieval-Augmented Generation (RAG) pipelines.

Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation

A Webapp that uses Retrieval Augmented Generation (RAG) and Large Language Models to interact with a PDF directly in the browser.

Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry

A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.

A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide summaries and suggestions based on user queries. Features data ingestion with Airflow, real-time monitoring with Grafana, and a Streamlit interface.

Mistral + Haystack: build RAG pipelines that rock 🤘

Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web sources with citations.

Chat with PDF lets you ask questions to PDF documents. Built and deployed with NuxtHub, and powered by Cloudflare Workers AI and Vectorize.

Enterprise RAG ecosystem managing 32000+ semantic chunks. Features hybrid parsing (LlamaParse/PyMuPDF) and 256-dim MRL embeddings for 512MB RAM environments

InferrLM - On-device AI for iOS & Android

iOS & watchOS speech-to-text app with AI voice keyboard, on-device RAG, and chat with your notes - powered by Apple Foundation Models, WhisperKit, NVIDIA Parakeet, and 20+ AI providers