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hybrid-rag-qdrant
Serious hybrid RAG reference — vector + BM25 + reranker over Qdrant, chunking strategies benchmarked, eval set included, ablation results in the README. Not a toy.
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TypeScript
agentic-aianswer-relevancebenchmarkscontext-precisioncontext-recallfaithfulnessinformation-retrievalllmllm-evalqdrantragrag-evaluation
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallSKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest reaatech/hybrid-rag-qdrantAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/hybrid-rag-qdrant curl -fsSL https://raw.githubusercontent.com/reaatech/hybrid-rag-qdrant/main/SKILL.md -o ~/.claude/skills/hybrid-rag-qdrant/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.
hybrid-rag-qdrant — 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