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RAG-In-A-Box
RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.
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Python
bm25claudedocument-indexerembeddingshybrid-searchknowledge-baselancedbllmmarkdownmcpmcp-serveropenrouter
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest DevNexsler/RAG-In-A-BoxAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor or Cline.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/rag-in-a-box curl -fsSL https://raw.githubusercontent.com/DevNexsler/RAG-In-A-Box/main/SKILL.md -o ~/.claude/skills/rag-in-a-box/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
rag-in-a-box — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt