rag instructions

infiniflow/ragflow

Instructions file GitHub Copilot

Instructions for infiniflow/ragflow, covering project instructions for copilot, how to run (minimum), project layout (what matters) and conventions.

infiniflow/ragflow

Instructions file CodexOpenCode

Instructions for infiniflow/ragflow, covering ragflow instructions, core stance, current stack, code layout to expect and go-specific rules.

infiniflow/ragflow

Instructions file

Instructions for infiniflow/ragflow, a project described as: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs.

mem0ai/mem0

Instructions file CodexOpenCode

Instructions for mem0ai/mem0, covering agents.md, do not, where to look, repository map and setup.

mem0ai/mem0

Instructions file

Instructions for mem0ai/mem0, a project described as: Universal memory layer for AI Agents.

HKUDS/DeepTutor

Instructions file CodexOpenCode

Instructions for HKUDS/DeepTutor, covering deeptutor — agent-native architecture, architecture, level 1 — tools, level 2 — capabilities and cli usage.

getzep/graphiti

Instructions file CodexOpenCode

Instructions for getzep/graphiti, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

getzep/graphiti

Instructions file

Instructions for getzep/graphiti, covering claude.md, project overview, development commands, main development commands (run from project root) and install dependencies.

labring/FastGPT

Instructions file CodexOpenCode

AGENTS.md instructions for labring/FastGPT, covering agents.md, 项目概述, 设计文档, 架构 and packages (库代码).

Canner/WrenAI

Instructions file CodexOpenCode

AGENTS.md instructions for Canner/WrenAI: Repository-wide instructions live in .claude/CLAUDE.md. Please refer to that file for shared build commands, architecture, and conventions.

MemTensor/MemOS

Instructions file CodexOpenCode

Instructions for MemTensor/MemOS, covering agents.md, project overview, repository layout, command cheatsheet and core api.

MemTensor/MemOS

Instructions file

Instructions for MemTensor/MemOS, covering claude.md, claude code entry, sub-agents and project knowledge.

StarTrail-org/PixelRAG

Instructions file

Instructions for StarTrail-org/PixelRAG, covering pixelrag, layout and conventions.

plastic-labs/honcho

Instructions file

Claude Code instructions for plastic-labs/honcho, covering claude.md, honcho overview, what is honcho?, core concepts and peer paradigm.

airweave-ai/airweave

Instructions file

Instructions for airweave-ai/airweave, covering claude.md, what is airweave?, architecture, common commands and local development (docker).

OpenBMB/UltraRAG

Instructions file CodexOpenCode

Instructions for OpenBMB/UltraRAG, covering agents.md, 1) project identity, 2) repository map (what matters most), 3) mental model of the system and 4) two-phase execution lifecycle.

OpenBMB/UltraRAG

Instructions file

Instructions for OpenBMB/UltraRAG, a project described as: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines.

VectifyAI/OpenKB

Instructions file CodexOpenCode

Instructions for VectifyAI/OpenKB, covering agents.md — openkb map for coding agents, read next, dev commands, module map (openkb/) and hard invariants.

VectifyAI/OpenKB

Instructions file

Instructions for VectifyAI/OpenKB, a project described as: OpenKB: Open LLM Knowledge Base.

smallcloudai/refact

Instructions file CodexOpenCode

Instructions for smallcloudai/refact, covering refact monorepo, repository map, verification commands, engine (refact-agent/engine/) and fast check — type/borrow errors only (1-3 min, no codegen).

agentscope-ai/ReMe

Instructions file CodexOpenCode

Instructions for agentscope-ai/ReMe, covering agents.md, project principles, sources of truth, repository map and development setup.

agentscope-ai/ReMe

Instructions file

Instructions for agentscope-ai/ReMe, a project described as: ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

modelscope/evalscope

Instructions file GitHub Copilot

Instructions for modelscope/evalscope, a project described as: A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

modelscope/evalscope

Instructions file CodexOpenCode

Instructions for modelscope/evalscope, covering agents.md, setup, build, lint, test, docs generation and quick eval.