在本项目中模拟健康档案私有知识库构建和检索全流程，通过一份代码实现了同时支持多种大模型（如OpenAI、阿里通义千问等）的RAG（检索增强生成）功能:(1)离线步骤:文档加载->文档切分->向量化->灌入向量数据库；在线步骤:获取用户问题->用户问题向量化->检索向量数据库->将检索结果和用户问题填入prompt模版->用最终的prompt调用LLM->由LLM生成回复

OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constr…

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

A blazing fast inference solution for text embeddings models

The Cursor & Windsurf community, find rules and MCPs

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

an intro to retrieval augmented large language model

Developer APIs to Accelerate LLM Projects

Apache Superset is a Data Visualization and Data Exploration Platform

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

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with …

📄 A curated list of awesome .cursorrules files

An open-source RAG-based tool for chatting with your documents.

Superfast AI decision making and intelligent processing of multi-modal data.

LlamaIndex is the leading framework for building LLM-powered agents over your data.

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.

The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…

The Open-Source Data Annotation Platform

Dingo: A Comprehensive Data Quality Evaluation Tool

A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。

Create Open XML PowerPoint documents in Python

Model Context Protocol Servers

🔥Almost最佳后端规范🔥持续迭代优化的前后端分离中后台管理系统框架，开箱即用，持续提供舒适的开发体验。当前采用技术栈：Spring Boot3（Java17）、Vue3 & Arco Design、TS、Vite5 、Sa-Token、MyBatis Plus、Redisson、JetCache、Jackson、Spring Doc、JustAuth、Easy Excel、Crane4j…

A React Chart Library