Extracted system prompts from ChatGPT (GPT-5.4, GPT-5.3, Codex), Claude (Opus 4.6, Sonnet 4.6, Claude Code), Gemini (3.1 Pro, 3 Flash, CLI), Grok (4.2, 4), Perplexity, and more. Updated regularly.

A modular graph-based Retrieval-Augmented Generation (RAG) system

Simple UI for debugging correlations of text embeddings

ChatWiki 微信公众号的AI知识库工作流Agent平台，RAG大模型AI客服机器人，致力于成为垂直领域的coze、n8n。

Whoosh is a fast, featureful full-text indexing and searching library implemented in pure Python.

Pure-Python full-text search library

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Production-ready platform for agentic workflow development.

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

The fast python bm25 algorithm implemented with reverted index

Question and Answer based on Anything.

Retrieval and Retrieval-augmented LLMs

Modeling, training, eval, and inference code for OLMo

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

中文通用大模型开放域多轮测评基准 | An Open Domain Benchmark for Foundation Models in Chinese

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Plugins for Auto-GPT

A high-throughput and memory-efficient inference and serving engine for LLMs

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Multi-Agents & Plugins repo for DB-GPT, Can complete various tasks around databases.

open-source agentic AI data assistant for the next generation of AI + Data products.

Inference code for CodeLlama models

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

Official implementation of TransNormerLLM: A Faster and Better LLM

Panda项目是于2023年5月启动的开源海外中文大语言模型项目，致力于大模型时代探索整个技术栈，旨在推动中文自然语言处理领域的创新和合作。

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集